Nameexact_genome_1512568488_45_2873_1
Workunit2585600
Created7 Dec 2017, 1:58:23 UTC
Sent7 Dec 2017, 1:58:54 UTC
Report deadline10 Dec 2017, 1:54:43 UTC
Received7 Dec 2017, 23:21:17 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time1 hours 14 min 31 sec
CPU time1 hours 14 min 31 sec
Validate stateValid
Credit749.27
Device peak FLOPS3.73 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.43 MB
Peak swap size151.15 MB
Peak disk usage1.05 MB

Stderr output

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

epoch time: 38.4711532593s, input_fired_time: 0.3270041943, output_fired_time: 0.2249177694, propagate_forward_time: 15.0382089615, propagate_backward_time: 21.2938117981, weight_update_time: 0.0743635073, other_time: 1.5872116089
epoch time: 2.9263830185s, input_fired_time: 0.0323059000, output_fired_time: 0.0000000000, propagate_forward_time: 2.6473500729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2467269897
validation[          , genome  2873] predictions:    9471/  10000 (94.71%), best:    9471/10000 (94.71%), error:      1789.66443, best error:      1789.66443 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 35.7392654419s, input_fired_time: 0.3124604821, output_fired_time: 0.2106356025, propagate_forward_time: 14.0013113022, propagate_backward_time: 19.6995239258, weight_update_time: 0.0640869290, other_time: 1.5153312683
epoch time: 2.9948520660s, input_fired_time: 0.0322261974, output_fired_time: 0.0000000000, propagate_forward_time: 2.7127654552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2498605251
validation[          , genome  2873] predictions:    9403/  10000 (94.03%), best:    9471/10000 (94.71%), error:      1932.83899, best error:      1789.66443 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 36.0543899536s, input_fired_time: 0.3117312491, output_fired_time: 0.2123283148, propagate_forward_time: 14.0714979172, propagate_backward_time: 19.9701690674, weight_update_time: 0.0646105334, other_time: 1.4886627197
epoch time: 4.3847870827s, input_fired_time: 0.0452590697, output_fired_time: 0.0000000000, propagate_forward_time: 3.9907960892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3487319946
validation[          , genome  2873] predictions:    9401/  10000 (94.01%), best:    9471/10000 (94.71%), error:      1995.37097, best error:      1789.66443 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 39.0702743530s, input_fired_time: 0.3285231888, output_fired_time: 0.2278770208, propagate_forward_time: 15.3151473999, propagate_backward_time: 21.5707378387, weight_update_time: 0.0695559829, other_time: 1.6279888153
epoch time: 3.0628342628s, input_fired_time: 0.0323643647, output_fired_time: 0.0000000000, propagate_forward_time: 2.7680039406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2624659538
validation[          , genome  2873] predictions:    9483/  10000 (94.83%), best:    9483/10000 (94.83%), error:      1732.96802, best error:      1732.96802 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 38.1184768677s, input_fired_time: 0.3242211640, output_fired_time: 0.2254111171, propagate_forward_time: 14.9786777496, propagate_backward_time: 20.9956970215, weight_update_time: 0.0678770170, other_time: 1.5944690704
epoch time: 3.0862443447s, input_fired_time: 0.0339398570, output_fired_time: 0.0000000000, propagate_forward_time: 2.7940373421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2582671642
validation[          , genome  2873] predictions:    9446/  10000 (94.46%), best:    9483/10000 (94.83%), error:      1892.37805, best error:      1732.96802 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 36.8122749329s, input_fired_time: 0.3216088414, output_fired_time: 0.2166024148, propagate_forward_time: 14.5262155533, propagate_backward_time: 20.1938438416, weight_update_time: 0.0669175833, other_time: 1.5540046692
epoch time: 2.9914579391s, input_fired_time: 0.0321281292, output_fired_time: 0.0000000000, propagate_forward_time: 2.7051975727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2541322708
validation[          , genome  2873] predictions:    9420/  10000 (94.20%), best:    9483/10000 (94.83%), error:      1935.67505, best error:      1732.96802 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 36.9127502441s, input_fired_time: 0.3186310828, output_fired_time: 0.2174017429, propagate_forward_time: 14.4719238281, propagate_backward_time: 20.3832969666, weight_update_time: 0.0662189871, other_time: 1.5214958191
epoch time: 2.8894479275s, input_fired_time: 0.0313707627, output_fired_time: 0.0000000000, propagate_forward_time: 2.6175799370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2404971123
validation[          , genome  2873] predictions:    9451/  10000 (94.51%), best:    9483/10000 (94.83%), error:      1815.96704, best error:      1732.96802 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 37.0769309998s, input_fired_time: 0.3197791278, output_fired_time: 0.2201271355, propagate_forward_time: 14.5756254196, propagate_backward_time: 20.4551353455, weight_update_time: 0.0658824965, other_time: 1.5062637329
epoch time: 3.1078979969s, input_fired_time: 0.0334993452, output_fired_time: 0.0000000000, propagate_forward_time: 2.8176658154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2567329407
validation[          , genome  2873] predictions:    9462/  10000 (94.62%), best:    9483/10000 (94.83%), error:      1806.14258, best error:      1732.96802 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 36.9655113220s, input_fired_time: 0.3195866644, output_fired_time: 0.2171479166, propagate_forward_time: 14.4522943497, propagate_backward_time: 20.4817466736, weight_update_time: 0.0661906376, other_time: 1.4947357178
epoch time: 3.3783922195s, input_fired_time: 0.0358670317, output_fired_time: 0.0000000000, propagate_forward_time: 3.0733599663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2691652775
validation[          , genome  2873] predictions:    9451/  10000 (94.51%), best:    9483/10000 (94.83%), error:      1809.21106, best error:      1732.96802 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 45.8113670349s, input_fired_time: 0.3635973036, output_fired_time: 0.2603922784, propagate_forward_time: 18.0688209534, propagate_backward_time: 25.3504562378, weight_update_time: 0.0792961568, other_time: 1.7681007385
epoch time: 4.1032538414s, input_fired_time: 0.0413372442, output_fired_time: 0.0000000000, propagate_forward_time: 3.7406589985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3212578297
validation[          , genome  2873] predictions:    9476/  10000 (94.76%), best:    9483/10000 (94.83%), error:      1819.43811, best error:      1732.96802 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 43.9633750916s, input_fired_time: 0.3506114781, output_fired_time: 0.2513068020, propagate_forward_time: 17.2232322693, propagate_backward_time: 24.4386730194, weight_update_time: 0.0757423341, other_time: 1.6995487213
epoch time: 3.4641301632s, input_fired_time: 0.0360349156, output_fired_time: 0.0000000000, propagate_forward_time: 3.1517188549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2763764858
validation[          , genome  2873] predictions:    9398/  10000 (93.98%), best:    9483/10000 (94.83%), error:      1981.12988, best error:      1732.96802 on epoch:    17, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 38.2802162170s, input_fired_time: 0.3239174783, output_fired_time: 0.2238265872, propagate_forward_time: 14.9474563599, propagate_backward_time: 21.2657623291, weight_update_time: 0.0673382431, other_time: 1.5192527771
epoch time: 3.3783292770s, input_fired_time: 0.0356567577, output_fired_time: 0.0000000000, propagate_forward_time: 3.0738155842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2688570023
validation[          , genome  2873] predictions:    9429/  10000 (94.29%), best:    9483/10000 (94.83%), error:      1928.75891, best error:      1732.96802 on epoch:    17, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 38.3016853333s, input_fired_time: 0.3215771317, output_fired_time: 0.2226533294, propagate_forward_time: 14.9949369431, propagate_backward_time: 21.2593154907, weight_update_time: 0.0670026243, other_time: 1.5032005310
epoch time: 3.3888328075s, input_fired_time: 0.0352861024, output_fired_time: 0.0000000000, propagate_forward_time: 3.0827767849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2707698345
validation[          , genome  2873] predictions:    9465/  10000 (94.65%), best:    9483/10000 (94.83%), error:      1802.70642, best error:      1732.96802 on epoch:    17, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 43.0209541321s, input_fired_time: 0.3477035463, output_fired_time: 0.2475034297, propagate_forward_time: 16.9166278839, propagate_backward_time: 23.8418140411, weight_update_time: 0.0749970675, other_time: 1.6673049927
epoch time: 4.3863210678s, input_fired_time: 0.0444545001, output_fired_time: 0.0000000000, propagate_forward_time: 4.0019612312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3399052620
validation[          , genome  2873] predictions:    9466/  10000 (94.66%), best:    9483/10000 (94.83%), error:      1786.60852, best error:      1732.96802 on epoch:    17, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 42.3886032104s, input_fired_time: 0.3465093970, output_fired_time: 0.2436660975, propagate_forward_time: 16.6645717621, propagate_backward_time: 23.4832801819, weight_update_time: 0.0736994669, other_time: 1.6505756378
epoch time: 4.3030633926s, input_fired_time: 0.0439187661, output_fired_time: 0.0000000000, propagate_forward_time: 3.9260034561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3331413269
validation[          , genome  2873] predictions:    9460/  10000 (94.60%), best:    9483/10000 (94.83%), error:      1801.40076, best error:      1732.96802 on epoch:    17, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 40.0327453613s, input_fired_time: 0.3347386420, output_fired_time: 0.2326556593, propagate_forward_time: 15.7549304962, propagate_backward_time: 22.1163635254, weight_update_time: 0.0714031160, other_time: 1.5940570831
epoch time: 4.3791046143s, input_fired_time: 0.0446046628, output_fired_time: 0.0000000000, propagate_forward_time: 3.9933836460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3411161900
validation[          , genome  2873] predictions:    9471/  10000 (94.71%), best:    9483/10000 (94.83%), error:      1798.02234, best error:      1732.96802 on epoch:    17, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 42.4829826355s, input_fired_time: 0.3462274075, output_fired_time: 0.2442318499, propagate_forward_time: 16.6935405731, propagate_backward_time: 23.5462226868, weight_update_time: 0.0742697716, other_time: 1.6527614594
epoch time: 3.3281335831s, input_fired_time: 0.0350108743, output_fired_time: 0.0000000000, propagate_forward_time: 3.0246915817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2684311867
validation[          , genome  2873] predictions:    9473/  10000 (94.73%), best:    9483/10000 (94.83%), error:      1807.51831, best error:      1732.96802 on epoch:    17, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 37.1559410095s, input_fired_time: 0.3194552660, output_fired_time: 0.2178100646, propagate_forward_time: 14.5736808777, propagate_backward_time: 20.5685462952, weight_update_time: 0.0649940968, other_time: 1.4764480591
epoch time: 4.3746585846s, input_fired_time: 0.0441741124, output_fired_time: 0.0000000000, propagate_forward_time: 3.9912877083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3391966820
validation[          , genome  2873] predictions:    9505/  10000 (95.05%), best:    9505/10000 (95.05%), error:      1685.75745, best error:      1685.75745 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 40.6327362061s, input_fired_time: 0.3360545337, output_fired_time: 0.2345356643, propagate_forward_time: 15.8731241226, propagate_backward_time: 22.5914669037, weight_update_time: 0.0711850896, other_time: 1.5975551605
epoch time: 3.3639788628s, input_fired_time: 0.0358786210, output_fired_time: 0.0000000000, propagate_forward_time: 3.0578489304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2702512741
validation[          , genome  2873] predictions:    9458/  10000 (94.58%), best:    9505/10000 (95.05%), error:      1765.45703, best error:      1685.75745 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 38.3554801941s, input_fired_time: 0.3253388107, output_fired_time: 0.2252645642, propagate_forward_time: 15.0187339783, propagate_backward_time: 21.2788696289, weight_update_time: 0.0669785440, other_time: 1.5072708130
epoch time: 3.3533642292s, input_fired_time: 0.0352442190, output_fired_time: 0.0000000000, propagate_forward_time: 3.0500931740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2680268288
validation[          , genome  2873] predictions:    9487/  10000 (94.87%), best:    9505/10000 (95.05%), error:      1723.25647, best error:      1685.75745 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 44.9673995972s, input_fired_time: 0.3593757451, output_fired_time: 0.2572648525, propagate_forward_time: 17.7282104492, propagate_backward_time: 24.8915824890, weight_update_time: 0.0776427537, other_time: 1.7309684753
epoch time: 3.0884680748s, input_fired_time: 0.0333854444, output_fired_time: 0.0000000000, propagate_forward_time: 2.8046779633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2504045963
validation[          , genome  2873] predictions:    9531/  10000 (95.31%), best:    9531/10000 (95.31%), error:      1639.25781, best error:      1639.25781 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 35.3108253479s, input_fired_time: 0.3103876710, output_fired_time: 0.2086227834, propagate_forward_time: 13.7226657867, propagate_backward_time: 19.6387882233, weight_update_time: 0.0641513094, other_time: 1.4303627014
epoch time: 3.0146064758s, input_fired_time: 0.0330987275, output_fired_time: 0.0000000000, propagate_forward_time: 2.7374989986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2440087795
validation[          , genome  2873] predictions:    9465/  10000 (94.65%), best:    9531/10000 (95.31%), error:      1764.85645, best error:      1639.25781 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 38.1114501953s, input_fired_time: 0.3270437121, output_fired_time: 0.2243004292, propagate_forward_time: 14.9674787521, propagate_backward_time: 21.0693264008, weight_update_time: 0.0679786205, other_time: 1.5232982635
epoch time: 3.2032029629s, input_fired_time: 0.0342925973, output_fired_time: 0.0000000000, propagate_forward_time: 2.9094235897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2594866753
validation[          , genome  2873] predictions:    9443/  10000 (94.43%), best:    9531/10000 (95.31%), error:      1844.82861, best error:      1639.25781 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 48.3345146179s, input_fired_time: 0.3772431016, output_fired_time: 0.2718490064, propagate_forward_time: 19.0758666992, propagate_backward_time: 26.7579040527, weight_update_time: 0.0836527348, other_time: 1.8516502380
epoch time: 3.0786261559s, input_fired_time: 0.0349425897, output_fired_time: 0.0000000000, propagate_forward_time: 2.7901692390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2535142899
validation[          , genome  2873] predictions:    9367/  10000 (93.67%), best:    9531/10000 (95.31%), error:      2023.35901, best error:      1639.25781 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 37.9803047180s, input_fired_time: 0.3255188465, output_fired_time: 0.2245031893, propagate_forward_time: 14.9033575058, propagate_backward_time: 21.0203895569, weight_update_time: 0.0666783601, other_time: 1.5065345764
epoch time: 3.2531080246s, input_fired_time: 0.0352039114, output_fired_time: 0.0000000000, propagate_forward_time: 2.9547641277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2631399632
validation[          , genome  2873] predictions:    9475/  10000 (94.75%), best:    9531/10000 (95.31%), error:      1774.06909, best error:      1639.25781 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 39.5250892639s, input_fired_time: 0.3328340948, output_fired_time: 0.2318916023, propagate_forward_time: 15.5036611557, propagate_backward_time: 21.9105224609, weight_update_time: 0.0687707961, other_time: 1.5461807251
epoch time: 3.3122920990s, input_fired_time: 0.0357884690, output_fired_time: 0.0000000000, propagate_forward_time: 3.0092725754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2672309875
validation[          , genome  2873] predictions:    9414/  10000 (94.14%), best:    9531/10000 (95.31%), error:      1927.10315, best error:      1639.25781 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 38.0024757385s, input_fired_time: 0.3260130584, output_fired_time: 0.2227968574, propagate_forward_time: 14.9099693298, propagate_backward_time: 21.0404510498, weight_update_time: 0.0665036291, other_time: 1.5032463074
epoch time: 3.2978835106s, input_fired_time: 0.0355271176, output_fired_time: 0.0000000000, propagate_forward_time: 2.9964089394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2659473419
validation[          , genome  2873] predictions:    9499/  10000 (94.99%), best:    9531/10000 (95.31%), error:      1689.01880, best error:      1639.25781 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 38.4190521240s, input_fired_time: 0.3268788159, output_fired_time: 0.2252188474, propagate_forward_time: 15.0835390091, propagate_backward_time: 21.2709159851, weight_update_time: 0.0673117116, other_time: 1.5125007629
epoch time: 3.2750627995s, input_fired_time: 0.0354006067, output_fired_time: 0.0000000000, propagate_forward_time: 2.9779415131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2617206573
validation[          , genome  2873] predictions:    9521/  10000 (95.21%), best:    9521/10000 (95.21%), error:      1630.43420, best error:      1630.43420 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 40.8333168030s, input_fired_time: 0.3391855359, output_fired_time: 0.2361629307, propagate_forward_time: 16.0687561035, propagate_backward_time: 22.5983848572, weight_update_time: 0.0709690526, other_time: 1.5908279419
epoch time: 4.2799744606s, input_fired_time: 0.0436897203, output_fired_time: 0.0000000000, propagate_forward_time: 3.9000756741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3362090588
validation[          , genome  2873] predictions:    9472/  10000 (94.72%), best:    9521/10000 (95.21%), error:      1669.79504, best error:      1630.43420 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 41.9528923035s, input_fired_time: 0.3461466730, output_fired_time: 0.2431200296, propagate_forward_time: 16.4838809967, propagate_backward_time: 23.2364330292, weight_update_time: 0.0729532838, other_time: 1.6433143616
epoch time: 4.3784275055s, input_fired_time: 0.0449068211, output_fired_time: 0.0000000000, propagate_forward_time: 3.9932310581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3402898312
validation[          , genome  2873] predictions:    9475/  10000 (94.75%), best:    9521/10000 (95.21%), error:      1820.58789, best error:      1630.43420 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 48.5764579773s, input_fired_time: 0.3784667253, output_fired_time: 0.2747325599, propagate_forward_time: 19.1642665863, propagate_backward_time: 26.8998832703, weight_update_time: 0.0831189826, other_time: 1.8591098785
epoch time: 3.5655338764s, input_fired_time: 0.0381924510, output_fired_time: 0.0000000000, propagate_forward_time: 3.2406547070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2866866589
validation[          , genome  2873] predictions:    9527/  10000 (95.27%), best:    9527/10000 (95.27%), error:      1627.18738, best error:      1627.18738 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 41.6712608337s, input_fired_time: 0.3443869352, output_fired_time: 0.2398493737, propagate_forward_time: 16.3947086334, propagate_backward_time: 23.0562229156, weight_update_time: 0.0718948469, other_time: 1.6360931396
epoch time: 3.4228179455s, input_fired_time: 0.0364675149, output_fired_time: 0.0000000000, propagate_forward_time: 3.1045503616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2818000317
validation[          , genome  2873] predictions:    9465/  10000 (94.65%), best:    9527/10000 (95.27%), error:      1832.71350, best error:      1627.18738 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 38.8899459839s, input_fired_time: 0.3299742043, output_fired_time: 0.2273896486, propagate_forward_time: 15.2138204575, propagate_backward_time: 21.5472126007, weight_update_time: 0.0679225549, other_time: 1.5715465546
epoch time: 3.3544719219s, input_fired_time: 0.0360005423, output_fired_time: 0.0000000000, propagate_forward_time: 3.0473926067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2710788250
validation[          , genome  2873] predictions:    9481/  10000 (94.81%), best:    9527/10000 (95.27%), error:      1749.02185, best error:      1627.18738 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 38.5104866028s, input_fired_time: 0.3301507235, output_fired_time: 0.2263644785, propagate_forward_time: 15.1222810745, propagate_backward_time: 21.3019313812, weight_update_time: 0.0672374740, other_time: 1.5297603607
epoch time: 3.3762090206s, input_fired_time: 0.0367105044, output_fired_time: 0.0000000000, propagate_forward_time: 3.0695006847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2699978352
validation[          , genome  2873] predictions:    9524/  10000 (95.24%), best:    9524/10000 (95.24%), error:      1614.18896, best error:      1614.18896 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 45.0620536804s, input_fired_time: 0.3646293581, output_fired_time: 0.2565222979, propagate_forward_time: 17.7330055237, propagate_backward_time: 24.9485969543, weight_update_time: 0.0777979940, other_time: 1.7593002319
epoch time: 4.1864757538s, input_fired_time: 0.0432841517, output_fired_time: 0.0000000000, propagate_forward_time: 3.8144001961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3287916183
validation[          , genome  2873] predictions:    9520/  10000 (95.20%), best:    9520/10000 (95.20%), error:      1610.62561, best error:      1610.62561 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 46.5334548950s, input_fired_time: 0.3701693714, output_fired_time: 0.2639896870, propagate_forward_time: 18.2962417603, propagate_backward_time: 25.7957077026, weight_update_time: 0.0799446627, other_time: 1.8073463440
epoch time: 2.8588395119s, input_fired_time: 0.0335237682, output_fired_time: 0.0000000000, propagate_forward_time: 2.5864188671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2388968468
validation[          , genome  2873] predictions:    9500/  10000 (95.00%), best:    9520/10000 (95.20%), error:      1675.42236, best error:      1610.62561 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 44.7213897705s, input_fired_time: 0.3613356650, output_fired_time: 0.2553226948, propagate_forward_time: 17.5972938538, propagate_backward_time: 24.7432765961, weight_update_time: 0.0771766528, other_time: 1.7641620636
epoch time: 3.7728898525s, input_fired_time: 0.0391874537, output_fired_time: 0.0000000000, propagate_forward_time: 3.4318523407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3018500805
validation[          , genome  2873] predictions:    9387/  10000 (93.87%), best:    9520/10000 (95.20%), error:      2017.94666, best error:      1610.62561 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 39.8536643982s, input_fired_time: 0.3381871581, output_fired_time: 0.2300024033, propagate_forward_time: 15.6324987411, propagate_backward_time: 22.0475063324, weight_update_time: 0.0697870478, other_time: 1.6054668427
epoch time: 3.4986569881s, input_fired_time: 0.0379310362, output_fired_time: 0.0000000000, propagate_forward_time: 3.1757249832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2850010395
validation[          , genome  2873] predictions:    9476/  10000 (94.76%), best:    9520/10000 (95.20%), error:      1733.15442, best error:      1610.62561 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 40.5788955688s, input_fired_time: 0.3413688838, output_fired_time: 0.2357507050, propagate_forward_time: 15.8816881180, propagate_backward_time: 22.5309791565, weight_update_time: 0.0704005808, other_time: 1.5891075134
epoch time: 3.3423299789s, input_fired_time: 0.0363059044, output_fired_time: 0.0000000000, propagate_forward_time: 3.0405340195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2654900551
validation[          , genome  2873] predictions:    9498/  10000 (94.98%), best:    9520/10000 (95.20%), error:      1748.58704, best error:      1610.62561 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 38.5597038269s, input_fired_time: 0.3295662403, output_fired_time: 0.2240686715, propagate_forward_time: 15.1139268875, propagate_backward_time: 21.3946762085, weight_update_time: 0.0664419308, other_time: 1.4974670410
epoch time: 3.3114356995s, input_fired_time: 0.0361753851, output_fired_time: 0.0000000000, propagate_forward_time: 3.0096793175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2655808926
validation[          , genome  2873] predictions:    9492/  10000 (94.92%), best:    9520/10000 (95.20%), error:      1704.80005, best error:      1610.62561 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 39.5383338928s, input_fired_time: 0.3362641931, output_fired_time: 0.2297803164, propagate_forward_time: 15.4707441330, propagate_backward_time: 21.9545402527, weight_update_time: 0.0687544346, other_time: 1.5470008850
epoch time: 4.3751988411s, input_fired_time: 0.0447195098, output_fired_time: 0.0000000000, propagate_forward_time: 3.9908092022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3396699429
validation[          , genome  2873] predictions:    9518/  10000 (95.18%), best:    9518/10000 (95.18%), error:      1605.48340, best error:      1605.48340 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 40.0885505676s, input_fired_time: 0.3393934965, output_fired_time: 0.2328206003, propagate_forward_time: 15.7246894836, propagate_backward_time: 22.2157421112, weight_update_time: 0.0696956515, other_time: 1.5759029388
epoch time: 3.4158093929s, input_fired_time: 0.0373200923, output_fired_time: 0.0000000000, propagate_forward_time: 3.1055877209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2729015350
validation[          , genome  2873] predictions:    9495/  10000 (94.95%), best:    9518/10000 (95.18%), error:      1741.35291, best error:      1605.48340 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 39.7519989014s, input_fired_time: 0.3368130624, output_fired_time: 0.2318231165, propagate_forward_time: 15.5482978821, propagate_backward_time: 22.0766963959, weight_update_time: 0.0693559125, other_time: 1.5583667755
epoch time: 3.2832005024s, input_fired_time: 0.0359733663, output_fired_time: 0.0000000000, propagate_forward_time: 2.9848759174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2623512745
validation[          , genome  2873] predictions:    9515/  10000 (95.15%), best:    9518/10000 (95.18%), error:      1605.84521, best error:      1605.48340 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 38.3069915771s, input_fired_time: 0.3293516636, output_fired_time: 0.2232512236, propagate_forward_time: 14.9656829834, propagate_backward_time: 21.2901916504, weight_update_time: 0.0664531440, other_time: 1.4985122681
epoch time: 3.3020074368s, input_fired_time: 0.0359961800, output_fired_time: 0.0000000000, propagate_forward_time: 2.9996702671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2663409710
validation[          , genome  2873] predictions:    9527/  10000 (95.27%), best:    9518/10000 (95.18%), error:      1616.79004, best error:      1605.48340 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 35.4755134583s, input_fired_time: 0.3170962334, output_fired_time: 0.2102275491, propagate_forward_time: 13.8287811279, propagate_backward_time: 19.6947193146, weight_update_time: 0.0636143312, other_time: 1.4246883392
epoch time: 2.9830863476s, input_fired_time: 0.0337701701, output_fired_time: 0.0000000000, propagate_forward_time: 2.7046289444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2446873188
validation[          , genome  2873] predictions:    9503/  10000 (95.03%), best:    9518/10000 (95.18%), error:      1688.62842, best error:      1605.48340 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 35.6363334656s, input_fired_time: 0.3185664117, output_fired_time: 0.2112030983, propagate_forward_time: 13.8965892792, propagate_backward_time: 19.7814979553, weight_update_time: 0.0639413446, other_time: 1.4284763336
epoch time: 3.0064322948s, input_fired_time: 0.0340005271, output_fired_time: 0.0000000000, propagate_forward_time: 2.7275788784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2448527813
validation[          , genome  2873] predictions:    9521/  10000 (95.21%), best:    9518/10000 (95.18%), error:      1635.84167, best error:      1605.48340 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 40.5138282776s, input_fired_time: 0.3430581689, output_fired_time: 0.2340673059, propagate_forward_time: 15.9030179977, propagate_backward_time: 22.4501800537, weight_update_time: 0.0702898130, other_time: 1.5835037231
epoch time: 3.7298598289s, input_fired_time: 0.0402295887, output_fired_time: 0.0000000000, propagate_forward_time: 3.3943004608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2953298092
validation[          , genome  2873] predictions:    9511/  10000 (95.11%), best:    9518/10000 (95.18%), error:      1626.80884, best error:      1605.48340 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 46.2461509705s, input_fired_time: 0.3687212765, output_fired_time: 0.2625052929, propagate_forward_time: 18.2420063019, propagate_backward_time: 25.5977706909, weight_update_time: 0.0801529363, other_time: 1.7751483917
epoch time: 4.0432195663s, input_fired_time: 0.0426355042, output_fired_time: 0.0000000000, propagate_forward_time: 3.6843469143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3162372112
validation[          , genome  2873] predictions:    9515/  10000 (95.15%), best:    9518/10000 (95.18%), error:      1654.05725, best error:      1605.48340 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 42.2564315796s, input_fired_time: 0.3505661190, output_fired_time: 0.2423617840, propagate_forward_time: 16.6096687317, propagate_backward_time: 23.3967208862, weight_update_time: 0.0746372193, other_time: 1.6571121216
epoch time: 4.2016448975s, input_fired_time: 0.0437133498, output_fired_time: 0.0000000000, propagate_forward_time: 3.8304479122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3274834156
validation[          , genome  2873] predictions:    9502/  10000 (95.02%), best:    9518/10000 (95.18%), error:      1685.46082, best error:      1605.48340 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 38.7075691223s, input_fired_time: 0.3322683871, output_fired_time: 0.2243690491, propagate_forward_time: 15.2063579559, propagate_backward_time: 21.4078712463, weight_update_time: 0.0678419024, other_time: 1.5367031097
epoch time: 3.0427176952s, input_fired_time: 0.0338036977, output_fired_time: 0.0000000000, propagate_forward_time: 2.7616922855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2472217083
validation[          , genome  2873] predictions:    9507/  10000 (95.07%), best:    9518/10000 (95.18%), error:      1680.99780, best error:      1605.48340 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 35.7388916016s, input_fired_time: 0.3191068470, output_fired_time: 0.2119370699, propagate_forward_time: 13.9736022949, propagate_backward_time: 19.8023986816, weight_update_time: 0.0621099472, other_time: 1.4318466187
epoch time: 3.1167736053s, input_fired_time: 0.0351747461, output_fired_time: 0.0000000000, propagate_forward_time: 2.8275246620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2540740967
validation[          , genome  2873] predictions:    9527/  10000 (95.27%), best:    9527/10000 (95.27%), error:      1604.11963, best error:      1604.11963 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 45.2809524536s, input_fired_time: 0.3690833747, output_fired_time: 0.2583129704, propagate_forward_time: 17.8477191925, propagate_backward_time: 25.0766582489, weight_update_time: 0.0919072479, other_time: 1.7291793823
epoch time: 4.1349701881s, input_fired_time: 0.0434477292, output_fired_time: 0.0000000000, propagate_forward_time: 3.7689008713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3226218224
validation[          , genome  2873] predictions:    9528/  10000 (95.28%), best:    9527/10000 (95.27%), error:      1622.19128, best error:      1604.11963 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 48.4750328064s, input_fired_time: 0.3851280212, output_fired_time: 0.2726591825, propagate_forward_time: 19.1158237457, propagate_backward_time: 26.8701515198, weight_update_time: 0.0829494819, other_time: 1.8312702179
epoch time: 3.5442676544s, input_fired_time: 0.0387957282, output_fired_time: 0.0000000000, propagate_forward_time: 3.2231495380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2823224068
validation[          , genome  2873] predictions:    9516/  10000 (95.16%), best:    9527/10000 (95.27%), error:      1611.37122, best error:      1604.11963 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 43.5283126831s, input_fired_time: 0.3676986992, output_fired_time: 0.2482941598, propagate_forward_time: 17.2769622803, propagate_backward_time: 23.9782981873, weight_update_time: 0.0744523630, other_time: 1.6570587158
epoch time: 3.6757025719s, input_fired_time: 0.0401612334, output_fired_time: 0.0000000000, propagate_forward_time: 3.3455088139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2900326252
validation[          , genome  2873] predictions:    9476/  10000 (94.76%), best:    9527/10000 (95.27%), error:      1751.44006, best error:      1604.11963 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 37.9977340698s, input_fired_time: 0.3330656886, output_fired_time: 0.2215413749, propagate_forward_time: 14.9445362091, propagate_backward_time: 21.0042762756, weight_update_time: 0.0665747225, other_time: 1.4943141937
epoch time: 3.3170185089s, input_fired_time: 0.0376773402, output_fired_time: 0.0000000000, propagate_forward_time: 3.0132396221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2661015987
validation[          , genome  2873] predictions:    9380/  10000 (93.80%), best:    9527/10000 (95.27%), error:      2106.95947, best error:      1604.11963 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 40.9571342468s, input_fired_time: 0.3464187682, output_fired_time: 0.2362811863, propagate_forward_time: 16.0744876862, propagate_backward_time: 22.7156562805, weight_update_time: 0.0762711912, other_time: 1.5842876434
epoch time: 3.0498981476s, input_fired_time: 0.0349589661, output_fired_time: 0.0000000000, propagate_forward_time: 2.7688491344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2460899353
validation[          , genome  2873] predictions:    9526/  10000 (95.26%), best:    9526/10000 (95.26%), error:      1594.99670, best error:      1594.99670 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 40.0080718994s, input_fired_time: 0.3420244753, output_fired_time: 0.2329010665, propagate_forward_time: 15.6558609009, propagate_backward_time: 22.2132434845, weight_update_time: 0.0704625472, other_time: 1.5640392303
epoch time: 3.7402813435s, input_fired_time: 0.0403353907, output_fired_time: 0.0000000000, propagate_forward_time: 3.4054334164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2945125103
validation[          , genome  2873] predictions:    9450/  10000 (94.50%), best:    9526/10000 (95.26%), error:      1870.62061, best error:      1594.99670 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 39.5884819031s, input_fired_time: 0.3390478194, output_fired_time: 0.2314770222, propagate_forward_time: 15.5814313889, propagate_backward_time: 21.9010620117, weight_update_time: 0.0697235912, other_time: 1.5354652405
epoch time: 4.3600206375s, input_fired_time: 0.0456923693, output_fired_time: 0.0000000000, propagate_forward_time: 3.9762775898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3380506039
validation[          , genome  2873] predictions:    9516/  10000 (95.16%), best:    9526/10000 (95.26%), error:      1650.35828, best error:      1594.99670 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 38.6465415955s, input_fired_time: 0.3385290802, output_fired_time: 0.2249187678, propagate_forward_time: 15.1513080597, propagate_backward_time: 21.4220333099, weight_update_time: 0.0671455190, other_time: 1.5097541809
epoch time: 3.4029958248s, input_fired_time: 0.0379411764, output_fired_time: 0.0000000000, propagate_forward_time: 3.0929219723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2721326351
validation[          , genome  2873] predictions:    9520/  10000 (95.20%), best:    9526/10000 (95.26%), error:      1619.22717, best error:      1594.99670 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 40.6831436157s, input_fired_time: 0.3477689028, output_fired_time: 0.2342679054, propagate_forward_time: 15.9151716232, propagate_backward_time: 22.5593833923, weight_update_time: 0.0716556087, other_time: 1.6265487671
epoch time: 4.3900785446s, input_fired_time: 0.0458913445, output_fired_time: 0.0000000000, propagate_forward_time: 3.9962787628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3479084969
validation[          , genome  2873] predictions:    9484/  10000 (94.84%), best:    9526/10000 (95.26%), error:      1732.37317, best error:      1594.99670 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 48.6717681885s, input_fired_time: 0.3895584643, output_fired_time: 0.2738245726, propagate_forward_time: 19.1887187958, propagate_backward_time: 26.9555225372, weight_update_time: 0.0840636715, other_time: 1.8641471863
epoch time: 3.6799685955s, input_fired_time: 0.0405525267, output_fired_time: 0.0000000000, propagate_forward_time: 3.3287677765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3106482029
validation[          , genome  2873] predictions:    9510/  10000 (95.10%), best:    9526/10000 (95.26%), error:      1660.08008, best error:      1594.99670 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 46.7301635742s, input_fired_time: 0.3828129470, output_fired_time: 0.2660938203, propagate_forward_time: 18.4009685516, propagate_backward_time: 25.8752899170, weight_update_time: 0.0804998875, other_time: 1.8049983978
epoch time: 4.0530385971s, input_fired_time: 0.0449690334, output_fired_time: 0.0000000000, propagate_forward_time: 3.6881296635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3199398518
validation[          , genome  2873] predictions:    9475/  10000 (94.75%), best:    9526/10000 (95.26%), error:      1770.16309, best error:      1594.99670 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 42.5145454407s, input_fired_time: 0.3591739237, output_fired_time: 0.2435696870, propagate_forward_time: 16.7766094208, propagate_backward_time: 23.4771633148, weight_update_time: 0.0738196597, other_time: 1.6580314636
epoch time: 3.8585319519s, input_fired_time: 0.0426395200, output_fired_time: 0.0000000000, propagate_forward_time: 3.5013830662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3145093918
validation[          , genome  2873] predictions:    9522/  10000 (95.22%), best:    9526/10000 (95.26%), error:      1658.41125, best error:      1594.99670 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 42.1121482849s, input_fired_time: 0.3578198552, output_fired_time: 0.2417336106, propagate_forward_time: 16.5672378540, propagate_backward_time: 23.3065929413, weight_update_time: 0.0736314133, other_time: 1.6387653351
epoch time: 3.9856982231s, input_fired_time: 0.0441513211, output_fired_time: 0.0000000000, propagate_forward_time: 3.6273376942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3142092228
validation[          , genome  2873] predictions:    9453/  10000 (94.53%), best:    9526/10000 (95.26%), error:      1827.53857, best error:      1594.99670 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 45.3954086304s, input_fired_time: 0.3737082183, output_fired_time: 0.2585144043, propagate_forward_time: 17.8854866028, propagate_backward_time: 25.1434078217, weight_update_time: 0.0776370540, other_time: 1.7342929840
epoch time: 4.2840113640s, input_fired_time: 0.0454088226, output_fired_time: 0.0000000000, propagate_forward_time: 3.8937993050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3448033333
validation[          , genome  2873] predictions:    9537/  10000 (95.37%), best:    9537/10000 (95.37%), error:      1590.69812, best error:      1590.69812 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 45.2294349670s, input_fired_time: 0.3747325242, output_fired_time: 0.2576051056, propagate_forward_time: 17.8196468353, propagate_backward_time: 25.0243644714, weight_update_time: 0.0781066045, other_time: 1.7530841827
epoch time: 2.9213919640s, input_fired_time: 0.0348587111, output_fired_time: 0.0000000000, propagate_forward_time: 2.6485853195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2379479408
validation[          , genome  2873] predictions:    9484/  10000 (94.84%), best:    9537/10000 (95.37%), error:      1752.41187, best error:      1590.69812 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 37.4230422974s, input_fired_time: 0.3316918314, output_fired_time: 0.2196421921, propagate_forward_time: 14.6592006683, propagate_backward_time: 20.7522239685, weight_update_time: 0.0644954219, other_time: 1.4602832794
epoch time: 3.0144202709s, input_fired_time: 0.0348044634, output_fired_time: 0.0000000000, propagate_forward_time: 2.7370910645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2425246239
validation[          , genome  2873] predictions:    9455/  10000 (94.55%), best:    9537/10000 (95.37%), error:      1830.17126, best error:      1590.69812 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 41.0700645447s, input_fired_time: 0.3524272442, output_fired_time: 0.2374486029, propagate_forward_time: 16.0956764221, propagate_backward_time: 22.7868309021, weight_update_time: 0.0712524056, other_time: 1.5976791382
epoch time: 2.8991184235s, input_fired_time: 0.0347385369, output_fired_time: 0.0000000000, propagate_forward_time: 2.6276915073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2366883755
validation[          , genome  2873] predictions:    9489/  10000 (94.89%), best:    9537/10000 (95.37%), error:      1708.19629, best error:      1590.69812 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 37.4079246521s, input_fired_time: 0.3430503309, output_fired_time: 0.2209548503, propagate_forward_time: 14.6658964157, propagate_backward_time: 20.7018680573, weight_update_time: 0.0645891428, other_time: 1.4761524200
epoch time: 3.2643136978s, input_fired_time: 0.0372963212, output_fired_time: 0.0000000000, propagate_forward_time: 2.9677131176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2593042850
validation[          , genome  2873] predictions:    9489/  10000 (94.89%), best:    9537/10000 (95.37%), error:      1714.03088, best error:      1590.69812 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 39.0763435364s, input_fired_time: 0.3474350274, output_fired_time: 0.2269319892, propagate_forward_time: 15.2559852600, propagate_backward_time: 21.7136554718, weight_update_time: 0.0679960921, other_time: 1.5323352814
epoch time: 4.3674201965s, input_fired_time: 0.0472561345, output_fired_time: 0.0000000000, propagate_forward_time: 3.9800989628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3400652409
validation[          , genome  2873] predictions:    9524/  10000 (95.24%), best:    9537/10000 (95.37%), error:      1639.46277, best error:      1590.69812 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 40.9601745605s, input_fired_time: 0.3523685634, output_fired_time: 0.2384000719, propagate_forward_time: 16.1283168793, propagate_backward_time: 22.6644573212, weight_update_time: 0.0705542415, other_time: 1.5766334534
epoch time: 4.1019372940s, input_fired_time: 0.0442398228, output_fired_time: 0.0000000000, propagate_forward_time: 3.7362740040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3214232922
validation[          , genome  2873] predictions:    9478/  10000 (94.78%), best:    9537/10000 (95.37%), error:      1769.63159, best error:      1590.69812 on epoch:    78, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 38.8915176392s, input_fired_time: 0.3427253962, output_fired_time: 0.2276240438, propagate_forward_time: 15.2101554871, propagate_backward_time: 21.5937519073, weight_update_time: 0.0675889626, other_time: 1.5172634125
epoch time: 2.9890851974s, input_fired_time: 0.0352481417, output_fired_time: 0.0000000000, propagate_forward_time: 2.7102911472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2435460091
validation[          , genome  2873] predictions:    9468/  10000 (94.68%), best:    9537/10000 (95.37%), error:      1762.76746, best error:      1590.69812 on epoch:    78, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 44.5838737488s, input_fired_time: 0.3708212078, output_fired_time: 0.2547838688, propagate_forward_time: 17.5016498566, propagate_backward_time: 24.7267818451, weight_update_time: 0.0770560503, other_time: 1.7298355103
epoch time: 3.9639136791s, input_fired_time: 0.0431078747, output_fired_time: 0.0000000000, propagate_forward_time: 3.6095294952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3112761974
validation[          , genome  2873] predictions:    9492/  10000 (94.92%), best:    9537/10000 (95.37%), error:      1644.02856, best error:      1590.69812 on epoch:    78, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 39.9725265503s, input_fired_time: 0.3469066620, output_fired_time: 0.2343725115, propagate_forward_time: 15.6600914001, propagate_backward_time: 22.1935806274, weight_update_time: 0.0685396418, other_time: 1.5375747681
epoch time: 3.0971517563s, input_fired_time: 0.0360996276, output_fired_time: 0.0000000000, propagate_forward_time: 2.8118901253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2491619587
validation[          , genome  2873] predictions:    9488/  10000 (94.88%), best:    9537/10000 (95.37%), error:      1684.11890, best error:      1590.69812 on epoch:    78, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 35.5010147095s, input_fired_time: 0.3250758946, output_fired_time: 0.2113542557, propagate_forward_time: 13.8947534561, propagate_backward_time: 19.6764163971, weight_update_time: 0.0611313060, other_time: 1.3934154510
epoch time: 3.0114862919s, input_fired_time: 0.0354546905, output_fired_time: 0.0000000000, propagate_forward_time: 2.7325894833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2434420586
validation[          , genome  2873] predictions:    9481/  10000 (94.81%), best:    9537/10000 (95.37%), error:      1758.48938, best error:      1590.69812 on epoch:    78, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 34.8906021118s, input_fired_time: 0.3194285333, output_fired_time: 0.2082098126, propagate_forward_time: 13.4861965179, propagate_backward_time: 19.5094356537, weight_update_time: 0.0601844490, other_time: 1.3673324585
epoch time: 2.9853756428s, input_fired_time: 0.0352461934, output_fired_time: 0.0000000000, propagate_forward_time: 2.7084472179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2416822910
validation[          , genome  2873] predictions:    9506/  10000 (95.06%), best:    9537/10000 (95.37%), error:      1642.11194, best error:      1590.69812 on epoch:    78, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 35.1494712830s, input_fired_time: 0.3216557503, output_fired_time: 0.2083940357, propagate_forward_time: 13.6857328415, propagate_backward_time: 19.5648555756, weight_update_time: 0.0605456866, other_time: 1.3688335419
epoch time: 2.9248328209s, input_fired_time: 0.0339658447, output_fired_time: 0.0000000000, propagate_forward_time: 2.6532790661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2375879288
validation[          , genome  2873] predictions:    9469/  10000 (94.69%), best:    9537/10000 (95.37%), error:      1782.18604, best error:      1590.69812 on epoch:    78, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 35.0146789551s, input_fired_time: 0.3242930174, output_fired_time: 0.2102433741, propagate_forward_time: 13.7473926544, propagate_backward_time: 19.3672218323, weight_update_time: 0.0600804314, other_time: 1.3655300140
epoch time: 3.1206254959s, input_fired_time: 0.0377770998, output_fired_time: 0.0000000000, propagate_forward_time: 2.8278715611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2549767494
validation[          , genome  2873] predictions:    9507/  10000 (95.07%), best:    9537/10000 (95.37%), error:      1631.18542, best error:      1590.69812 on epoch:    78, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 36.8305435181s, input_fired_time: 0.3328717947, output_fired_time: 0.2170606107, propagate_forward_time: 14.4333667755, propagate_backward_time: 20.4021949768, weight_update_time: 0.0639380962, other_time: 1.4450511932
epoch time: 4.2983074188s, input_fired_time: 0.0468157977, output_fired_time: 0.0000000000, propagate_forward_time: 3.9172441959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3342473507
validation[          , genome  2873] predictions:    9518/  10000 (95.18%), best:    9537/10000 (95.37%), error:      1631.08459, best error:      1590.69812 on epoch:    78, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 38.3879051208s, input_fired_time: 0.3419917822, output_fired_time: 0.2266120315, propagate_forward_time: 15.0910482407, propagate_backward_time: 21.2396011353, weight_update_time: 0.0662904531, other_time: 1.4886512756
epoch time: 3.0017280579s, input_fired_time: 0.0356922969, output_fired_time: 0.0000000000, propagate_forward_time: 2.7208597660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2451760769
validation[          , genome  2873] predictions:    9518/  10000 (95.18%), best:    9537/10000 (95.37%), error:      1634.11340, best error:      1590.69812 on epoch:    78, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 36.1895713806s, input_fired_time: 0.3330724835, output_fired_time: 0.2148644030, propagate_forward_time: 14.2216959000, propagate_backward_time: 19.9928340912, weight_update_time: 0.0630882308, other_time: 1.4271068573
epoch time: 3.4270977974s, input_fired_time: 0.0390237868, output_fired_time: 0.0000000000, propagate_forward_time: 3.1160743237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2719995975
validation[          , genome  2873] predictions:    9511/  10000 (95.11%), best:    9537/10000 (95.37%), error:      1697.50940, best error:      1590.69812 on epoch:    78, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 38.1648406982s, input_fired_time: 0.3411783576, output_fired_time: 0.2238180488, propagate_forward_time: 14.9739809036, propagate_backward_time: 21.1173248291, weight_update_time: 0.0681399181, other_time: 1.5085372925
epoch time: 3.3091733456s, input_fired_time: 0.0381687656, output_fired_time: 0.0000000000, propagate_forward_time: 3.0072822571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2637224197
validation[          , genome  2873] predictions:    9475/  10000 (94.75%), best:    9537/10000 (95.37%), error:      1764.97510, best error:      1590.69812 on epoch:    78, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 44.6905746460s, input_fired_time: 0.3760707080, output_fired_time: 0.2551396787, propagate_forward_time: 17.5772590637, propagate_backward_time: 24.7627315521, weight_update_time: 0.0785726458, other_time: 1.7193737030
epoch time: 3.2337005138s, input_fired_time: 0.0379399583, output_fired_time: 0.0000000000, propagate_forward_time: 2.9342179298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2615425587
validation[          , genome  2873] predictions:    9524/  10000 (95.24%), best:    9537/10000 (95.37%), error:      1618.12354, best error:      1590.69812 on epoch:    78, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 38.9522171021s, input_fired_time: 0.3433711231, output_fired_time: 0.2279253304, propagate_forward_time: 15.2058334351, propagate_backward_time: 21.6510334015, weight_update_time: 0.0693907216, other_time: 1.5240535736
epoch time: 3.8410367966s, input_fired_time: 0.0430878401, output_fired_time: 0.0000000000, propagate_forward_time: 3.4963488579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3015999794
validation[          , genome  2873] predictions:    9484/  10000 (94.84%), best:    9537/10000 (95.37%), error:      1770.30566, best error:      1590.69812 on epoch:    78, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 46.0471382141s, input_fired_time: 0.3834296167, output_fired_time: 0.2620104849, propagate_forward_time: 18.1566047668, propagate_backward_time: 25.4848976135, weight_update_time: 0.0799555779, other_time: 1.7601966858
epoch time: 3.3150956631s, input_fired_time: 0.0389254205, output_fired_time: 0.0000000000, propagate_forward_time: 3.0104131699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2657570839
validation[          , genome  2873] predictions:    9371/  10000 (93.71%), best:    9537/10000 (95.37%), error:      2045.48022, best error:      1590.69812 on epoch:    78, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 46.6812133789s, input_fired_time: 0.3857231140, output_fired_time: 0.2657391429, propagate_forward_time: 18.3769855499, propagate_backward_time: 25.8781566620, weight_update_time: 0.0817992985, other_time: 1.7746086121
epoch time: 2.8781676292s, input_fired_time: 0.0354526937, output_fired_time: 0.0000000000, propagate_forward_time: 2.6065862179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2361288071
validation[          , genome  2873] predictions:    9513/  10000 (95.13%), best:    9537/10000 (95.37%), error:      1656.72400, best error:      1590.69812 on epoch:    78, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 38.4152717590s, input_fired_time: 0.3439750373, output_fired_time: 0.2243780494, propagate_forward_time: 14.9768295288, propagate_backward_time: 21.3639411926, weight_update_time: 0.0671735480, other_time: 1.5061492920
epoch time: 4.3827233315s, input_fired_time: 0.0481790230, output_fired_time: 0.0000000000, propagate_forward_time: 3.9948747158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3396694660
validation[          , genome  2873] predictions:    9484/  10000 (94.84%), best:    9537/10000 (95.37%), error:      1726.94495, best error:      1590.69812 on epoch:    78, 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: 21.5809135437s, input_fired_time: 0.2303497046, output_fired_time: 0.0000000000, propagate_forward_time: 19.6201343536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7304286957
best training[          , genome  2873] predictions:   48322/  50000 (96.64%), best:    9537/10000 (95.37%), error:      5963.91699, best error:      1590.69812 on epoch:    78, 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: 3.1241216660s, input_fired_time: 0.0357552841, output_fired_time: 0.0000000000, propagate_forward_time: 2.8157324791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2726337910
   testing[          , genome  2873] predictions:    9560/  10000 (95.60%), best:    9537/10000 (95.37%), error:      1506.12146, best error:      1590.69812 on epoch:    78, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:21:05 (36262): called boinc_finish(0)

</stderr_txt>
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