Nameexact_genome_1512568488_44_6996_0
Workunit2606284
Created7 Dec 2017, 23:07:22 UTC
Sent7 Dec 2017, 23:17:46 UTC
Report deadline16 Dec 2017, 20:54:17 UTC
Received8 Dec 2017, 8:51:58 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57657
Run time5 hours 35 min 10 sec
CPU time4 hours 27 min 41 sec
Validate stateValid
Credit2,225.09
Device peak FLOPS2.65 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.25 MB
Peak swap size158.99 MB
Peak disk usage1.95 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
4%), error:      1082.30798, best error:       904.94257 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 217.6227416992s, input_fired_time: 2.9185814857, output_fired_time: 2.8344087601, propagate_forward_time: 83.4859008789, propagate_backward_time: 122.3948135376, weight_update_time: 0.4301204979, other_time: 5.9890365601
epoch time: 17.9985904694s, input_fired_time: 0.2788782418, output_fired_time: 0.0000000000, propagate_forward_time: 16.9297370911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7899742126
validation[          , genome  6996] predictions:    9710/  10000 (97.10%), best:    9724/10000 (97.24%), error:       933.27118, best error:       904.94257 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 215.9988708496s, input_fired_time: 2.8450737000, output_fired_time: 3.1029849052, propagate_forward_time: 81.5206756592, propagate_backward_time: 122.0460510254, weight_update_time: 0.1820377707, other_time: 6.4840850830
epoch time: 17.1162853241s, input_fired_time: 0.5046211481, output_fired_time: 0.0000000000, propagate_forward_time: 15.6490240097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9626398087
validation[          , genome  6996] predictions:    9704/  10000 (97.04%), best:    9724/10000 (97.24%), error:       975.91754, best error:       904.94257 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 216.7270507813s, input_fired_time: 3.4971604347, output_fired_time: 2.6401529312, propagate_forward_time: 80.1149139404, propagate_backward_time: 125.1158294678, weight_update_time: 0.1780789346, other_time: 5.3589935303
epoch time: 17.8920841217s, input_fired_time: 0.3263891637, output_fired_time: 0.0000000000, propagate_forward_time: 16.5762290955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9894657135
validation[          , genome  6996] predictions:    9714/  10000 (97.14%), best:    9724/10000 (97.24%), error:       940.63196, best error:       904.94257 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 217.9037780762s, input_fired_time: 2.6065194607, output_fired_time: 3.0687246323, propagate_forward_time: 83.9109725952, propagate_backward_time: 123.5974197388, weight_update_time: 0.1779617071, other_time: 4.7201461792
epoch time: 17.7213611603s, input_fired_time: 0.2788475156, output_fired_time: 0.0000000000, propagate_forward_time: 16.1967868805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2457275391
validation[          , genome  6996] predictions:    9706/  10000 (97.06%), best:    9724/10000 (97.24%), error:       939.61914, best error:       904.94257 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 216.7325286865s, input_fired_time: 2.3968997002, output_fired_time: 2.8611457348, propagate_forward_time: 81.9630966187, propagate_backward_time: 124.8103179932, weight_update_time: 0.2098796219, other_time: 4.7010650635
epoch time: 17.2438507080s, input_fired_time: 0.2983486354, output_fired_time: 0.0000000000, propagate_forward_time: 15.6705751419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2749261856
validation[          , genome  6996] predictions:    9685/  10000 (96.85%), best:    9724/10000 (97.24%), error:      1046.66064, best error:       904.94257 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 217.1513519287s, input_fired_time: 2.7425773144, output_fired_time: 2.4564259052, propagate_forward_time: 78.9379196167, propagate_backward_time: 128.5795135498, weight_update_time: 0.1804204732, other_time: 4.4349212646
epoch time: 18.0031414032s, input_fired_time: 0.2591037452, output_fired_time: 0.0000000000, propagate_forward_time: 16.9956226349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7484149933
validation[          , genome  6996] predictions:    9685/  10000 (96.85%), best:    9724/10000 (97.24%), error:       993.22449, best error:       904.94257 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 216.1917114258s, input_fired_time: 2.4401648045, output_fired_time: 2.1656823158, propagate_forward_time: 83.3815765381, propagate_backward_time: 123.4420776367, weight_update_time: 0.2021553218, other_time: 4.7622070313
epoch time: 18.3364372253s, input_fired_time: 0.2626165152, output_fired_time: 0.0000000000, propagate_forward_time: 17.2594146729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8144054413
validation[          , genome  6996] predictions:    9601/  10000 (96.01%), best:    9724/10000 (97.24%), error:      1223.76294, best error:       904.94257 on epoch:    13, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 215.0628967285s, input_fired_time: 3.4073789120, output_fired_time: 2.8911259174, propagate_forward_time: 79.6031570435, propagate_backward_time: 124.2094573975, weight_update_time: 0.1808767915, other_time: 4.9517669678
epoch time: 17.2883491516s, input_fired_time: 0.5186601281, output_fired_time: 0.0000000000, propagate_forward_time: 15.7976684570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9720211029
validation[          , genome  6996] predictions:    9701/  10000 (97.01%), best:    9724/10000 (97.24%), error:       942.67047, best error:       904.94257 on epoch:    13, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 215.9692840576s, input_fired_time: 2.3792011738, output_fired_time: 2.7588336468, propagate_forward_time: 81.6744766235, propagate_backward_time: 123.8778152466, weight_update_time: 0.1805838197, other_time: 5.2789535522
epoch time: 16.6041793823s, input_fired_time: 0.2532703578, output_fired_time: 0.0000000000, propagate_forward_time: 15.1545171738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1963911057
validation[          , genome  6996] predictions:    9718/  10000 (97.18%), best:    9724/10000 (97.24%), error:       940.03125, best error:       904.94257 on epoch:    13, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 203.5032043457s, input_fired_time: 2.2736184597, output_fired_time: 3.6876358986, propagate_forward_time: 79.6322937012, propagate_backward_time: 112.9349746704, weight_update_time: 0.1735730022, other_time: 4.9746780396
epoch time: 16.3722763062s, input_fired_time: 0.2576384544, output_fired_time: 0.0000000000, propagate_forward_time: 15.4027242661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7119131088
validation[          , genome  6996] predictions:    9713/  10000 (97.13%), best:    9724/10000 (97.24%), error:       919.50952, best error:       904.94257 on epoch:    13, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 203.1685791016s, input_fired_time: 2.5414609909, output_fired_time: 2.4853005409, propagate_forward_time: 77.6773529053, propagate_backward_time: 116.4481506348, weight_update_time: 0.1750996858, other_time: 4.0163116455
epoch time: 16.5870094299s, input_fired_time: 0.2450837046, output_fired_time: 0.0000000000, propagate_forward_time: 15.6681137085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6738128662
validation[          , genome  6996] predictions:    9732/  10000 (97.32%), best:    9724/10000 (97.24%), error:       914.04358, best error:       904.94257 on epoch:    13, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 202.3549499512s, input_fired_time: 2.5388393402, output_fired_time: 2.2357528210, propagate_forward_time: 75.8780136108, propagate_backward_time: 115.6834030151, weight_update_time: 0.1771180779, other_time: 6.0189514160
epoch time: 16.3602676392s, input_fired_time: 0.2525809407, output_fired_time: 0.0000000000, propagate_forward_time: 14.6597785950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4479084015
validation[          , genome  6996] predictions:    9713/  10000 (97.13%), best:    9724/10000 (97.24%), error:       938.98260, best error:       904.94257 on epoch:    13, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 203.3470458984s, input_fired_time: 2.7926011086, output_fired_time: 2.9795095921, propagate_forward_time: 72.9445114136, propagate_backward_time: 120.0855255127, weight_update_time: 0.4262094498, other_time: 4.5448989868
epoch time: 16.2924251556s, input_fired_time: 0.2561492026, output_fired_time: 0.0000000000, propagate_forward_time: 14.5648880005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4713878632
validation[          , genome  6996] predictions:    9726/  10000 (97.26%), best:    9724/10000 (97.24%), error:       911.02069, best error:       904.94257 on epoch:    13, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 200.1673126221s, input_fired_time: 2.2008779049, output_fired_time: 2.6235940456, propagate_forward_time: 74.3948287964, propagate_backward_time: 115.8512344360, weight_update_time: 0.4152823091, other_time: 5.0967712402
epoch time: 16.0575237274s, input_fired_time: 0.4874109924, output_fired_time: 0.0000000000, propagate_forward_time: 14.8997373581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6703758240
validation[          , genome  6996] predictions:    9712/  10000 (97.12%), best:    9724/10000 (97.24%), error:       926.30640, best error:       904.94257 on epoch:    13, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 199.3325347900s, input_fired_time: 1.9382357597, output_fired_time: 2.6082158089, propagate_forward_time: 74.9116516113, propagate_backward_time: 115.2683258057, weight_update_time: 0.1668034941, other_time: 4.6061096191
epoch time: 16.0631389618s, input_fired_time: 0.2404744029, output_fired_time: 0.0000000000, propagate_forward_time: 15.1568813324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6657829285
validation[          , genome  6996] predictions:    9684/  10000 (96.84%), best:    9724/10000 (97.24%), error:       984.10492, best error:       904.94257 on epoch:    13, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 199.1110534668s, input_fired_time: 2.1958644390, output_fired_time: 2.3594250679, propagate_forward_time: 75.7225341797, propagate_backward_time: 113.4865493774, weight_update_time: 0.4162402451, other_time: 5.3466873169
epoch time: 16.5065994263s, input_fired_time: 0.2394556254, output_fired_time: 0.0000000000, propagate_forward_time: 15.3452196121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9219236374
validation[          , genome  6996] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       840.46667, best error:       840.46667 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 200.2362213135s, input_fired_time: 2.7025308609, output_fired_time: 2.3714158535, propagate_forward_time: 72.4838027954, propagate_backward_time: 118.0896377563, weight_update_time: 0.1659086943, other_time: 4.5888366699
epoch time: 16.1035976410s, input_fired_time: 0.4902175665, output_fired_time: 0.0000000000, propagate_forward_time: 14.4470424652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1663379669
validation[          , genome  6996] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       812.78833, best error:       812.78833 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 199.6020660400s, input_fired_time: 2.4481985569, output_fired_time: 2.8588232994, propagate_forward_time: 74.6754455566, propagate_backward_time: 114.5187988281, weight_update_time: 0.1667753309, other_time: 5.1007995605
epoch time: 15.9112453461s, input_fired_time: 0.4896767139, output_fired_time: 0.0000000000, propagate_forward_time: 14.7607746124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6607942581
validation[          , genome  6996] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       799.37097, best error:       799.37097 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 198.9119262695s, input_fired_time: 2.7020673752, output_fired_time: 2.1045625210, propagate_forward_time: 72.7183227539, propagate_backward_time: 116.2921600342, weight_update_time: 0.1658421308, other_time: 5.0948028564
epoch time: 15.9918966293s, input_fired_time: 0.2394156903, output_fired_time: 0.0000000000, propagate_forward_time: 14.8426494598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9098310471
validation[          , genome  6996] predictions:    9646/  10000 (96.46%), best:    9764/10000 (97.64%), error:      1088.29285, best error:       799.37097 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 200.3568420410s, input_fired_time: 2.2170479298, output_fired_time: 3.1247205734, propagate_forward_time: 73.2128524780, propagate_backward_time: 116.6945953369, weight_update_time: 0.4169765115, other_time: 5.1076278687
epoch time: 16.2040157318s, input_fired_time: 0.2448920906, output_fired_time: 0.0000000000, propagate_forward_time: 15.0403223038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9188013077
validation[          , genome  6996] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       796.06824, best error:       796.06824 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 200.1058197021s, input_fired_time: 2.4635789394, output_fired_time: 1.8743580580, propagate_forward_time: 74.2775497437, propagate_backward_time: 116.6402053833, weight_update_time: 0.1660588235, other_time: 4.8501281738
epoch time: 16.2777271271s, input_fired_time: 0.4909891188, output_fired_time: 0.0000000000, propagate_forward_time: 15.1152229309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6715154648
validation[          , genome  6996] predictions:    9735/  10000 (97.35%), best:    9756/10000 (97.56%), error:       829.62836, best error:       796.06824 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 200.2076110840s, input_fired_time: 2.4646785259, output_fired_time: 3.8686170578, propagate_forward_time: 73.0228042603, propagate_backward_time: 116.7565689087, weight_update_time: 0.1664209217, other_time: 4.0949401855
epoch time: 16.1407852173s, input_fired_time: 0.2454579920, output_fired_time: 0.0000000000, propagate_forward_time: 15.2302827835, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6650447845
validation[          , genome  6996] predictions:    9705/  10000 (97.05%), best:    9756/10000 (97.56%), error:       879.90399, best error:       796.06824 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 199.9803161621s, input_fired_time: 2.2058494091, output_fired_time: 2.1187233925, propagate_forward_time: 70.4621200562, propagate_backward_time: 120.8369903564, weight_update_time: 0.1672469974, other_time: 4.3566207886
epoch time: 16.0644798279s, input_fired_time: 0.2412661016, output_fired_time: 0.0000000000, propagate_forward_time: 14.6580877304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1651258469
validation[          , genome  6996] predictions:    9730/  10000 (97.30%), best:    9756/10000 (97.56%), error:       897.04077, best error:       796.06824 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 200.9546203613s, input_fired_time: 2.2178237438, output_fired_time: 2.3657178879, propagate_forward_time: 67.7411575317, propagate_backward_time: 122.5152206421, weight_update_time: 0.4172098935, other_time: 6.1146926880
epoch time: 16.5877952576s, input_fired_time: 0.7478552461, output_fired_time: 0.0000000000, propagate_forward_time: 14.6662225723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1737174988
validation[          , genome  6996] predictions:    9758/  10000 (97.58%), best:    9756/10000 (97.56%), error:       842.46899, best error:       796.06824 on epoch:    34, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 200.6831207275s, input_fired_time: 2.4696841240, output_fired_time: 3.1138410568, propagate_forward_time: 76.0090026855, propagate_backward_time: 114.4691085815, weight_update_time: 0.1681457907, other_time: 4.6214828491
epoch time: 15.9586925507s, input_fired_time: 0.2395356447, output_fired_time: 0.0000000000, propagate_forward_time: 15.0521726608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6669845581
validation[          , genome  6996] predictions:    9725/  10000 (97.25%), best:    9756/10000 (97.56%), error:       923.48462, best error:       796.06824 on epoch:    34, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 205.8552856445s, input_fired_time: 2.7521300316, output_fired_time: 2.9179122448, propagate_forward_time: 76.3296356201, propagate_backward_time: 119.6892242432, weight_update_time: 0.1702667326, other_time: 4.1663818359
epoch time: 17.1843223572s, input_fired_time: 0.2520504892, output_fired_time: 0.0000000000, propagate_forward_time: 16.2449588776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6873130798
validation[          , genome  6996] predictions:    9696/  10000 (96.96%), best:    9756/10000 (97.56%), error:      1015.85669, best error:       796.06824 on epoch:    34, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 211.5725097656s, input_fired_time: 2.2855019569, output_fired_time: 2.9642188549, propagate_forward_time: 78.6725616455, propagate_backward_time: 123.1725463867, weight_update_time: 0.1742901504, other_time: 4.4776763916
epoch time: 17.4869613647s, input_fired_time: 0.2546428442, output_fired_time: 0.0000000000, propagate_forward_time: 16.5391330719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6931858063
validation[          , genome  6996] predictions:    9752/  10000 (97.52%), best:    9756/10000 (97.56%), error:       841.34003, best error:       796.06824 on epoch:    34, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 212.0834960938s, input_fired_time: 3.0369091034, output_fired_time: 2.2190141678, propagate_forward_time: 79.4821319580, propagate_backward_time: 121.8701934814, weight_update_time: 0.4252728820, other_time: 5.4752502441
epoch time: 17.4640140533s, input_fired_time: 0.2522050738, output_fired_time: 0.0000000000, propagate_forward_time: 16.0243015289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1875076294
validation[          , genome  6996] predictions:    9736/  10000 (97.36%), best:    9756/10000 (97.56%), error:       834.47284, best error:       796.06824 on epoch:    34, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 212.5698699951s, input_fired_time: 3.0505723953, output_fired_time: 3.2177734375, propagate_forward_time: 77.8403549194, propagate_backward_time: 123.2166748047, weight_update_time: 0.1732305586, other_time: 5.2445068359
epoch time: 17.4443702698s, input_fired_time: 0.2669292390, output_fired_time: 0.0000000000, propagate_forward_time: 16.4853286743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6921119690
validation[          , genome  6996] predictions:    9733/  10000 (97.33%), best:    9756/10000 (97.56%), error:       855.06506, best error:       796.06824 on epoch:    34, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 206.2923889160s, input_fired_time: 2.0487804413, output_fired_time: 4.1995267868, propagate_forward_time: 77.6808700562, propagate_backward_time: 117.1671142578, weight_update_time: 0.1738240421, other_time: 5.1960983276
epoch time: 10.5642442703s, input_fired_time: 0.2214582860, output_fired_time: 0.0000000000, propagate_forward_time: 9.7285451889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6142406464
validation[          , genome  6996] predictions:    9695/  10000 (96.95%), best:    9756/10000 (97.56%), error:       967.38733, best error:       796.06824 on epoch:    34, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 135.0639648438s, input_fired_time: 1.8425554037, output_fired_time: 1.6970573664, propagate_forward_time: 50.0687332153, propagate_backward_time: 78.0610656738, weight_update_time: 0.1528105289, other_time: 3.3945541382
epoch time: 11.0959796906s, input_fired_time: 0.2274924815, output_fired_time: 0.0000000000, propagate_forward_time: 10.2264614105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6420259476
validation[          , genome  6996] predictions:    9738/  10000 (97.38%), best:    9756/10000 (97.56%), error:       838.30450, best error:       796.06824 on epoch:    34, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 134.5254211426s, input_fired_time: 1.8425602913, output_fired_time: 1.6898355484, propagate_forward_time: 49.8224182129, propagate_backward_time: 77.7971878052, weight_update_time: 0.1516111344, other_time: 3.3734207153
epoch time: 11.0189781189s, input_fired_time: 0.2286227047, output_fired_time: 0.0000000000, propagate_forward_time: 10.1539230347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6364326477
validation[          , genome  6996] predictions:    9765/  10000 (97.65%), best:    9756/10000 (97.56%), error:       823.00665, best error:       796.06824 on epoch:    34, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 134.8108520508s, input_fired_time: 1.8524067402, output_fired_time: 1.6785395145, propagate_forward_time: 49.8772735596, propagate_backward_time: 77.9807357788, weight_update_time: 0.1522528082, other_time: 3.4218978882
epoch time: 10.6893987656s, input_fired_time: 0.2276987880, output_fired_time: 0.0000000000, propagate_forward_time: 9.8490848541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6126155853
validation[          , genome  6996] predictions:    9706/  10000 (97.06%), best:    9756/10000 (97.56%), error:      1013.63562, best error:       796.06824 on epoch:    34, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 134.0312347412s, input_fired_time: 1.8452914953, output_fired_time: 1.6900842190, propagate_forward_time: 49.6500587463, propagate_backward_time: 77.4685287476, weight_update_time: 0.1513902694, other_time: 3.3772811890
epoch time: 10.7490348816s, input_fired_time: 0.2245035619, output_fired_time: 0.0000000000, propagate_forward_time: 9.9058551788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6186761856
validation[          , genome  6996] predictions:    9744/  10000 (97.44%), best:    9756/10000 (97.56%), error:       832.02240, best error:       796.06824 on epoch:    34, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 134.4056549072s, input_fired_time: 1.8416637182, output_fired_time: 1.6946543455, propagate_forward_time: 49.8593521118, propagate_backward_time: 77.6215286255, weight_update_time: 0.1522261351, other_time: 3.3884582520
epoch time: 10.8852701187s, input_fired_time: 0.2235493958, output_fired_time: 0.0000000000, propagate_forward_time: 10.0317649841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6299552917
validation[          , genome  6996] predictions:    9691/  10000 (96.91%), best:    9756/10000 (97.56%), error:       963.58368, best error:       796.06824 on epoch:    34, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 135.4231414795s, input_fired_time: 1.8554103374, output_fired_time: 1.6973521709, propagate_forward_time: 50.2510337830, propagate_backward_time: 78.2494125366, weight_update_time: 0.1521842331, other_time: 3.3699264526
epoch time: 10.8818073273s, input_fired_time: 0.2272183895, output_fired_time: 0.0000000000, propagate_forward_time: 10.0261421204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6284465790
validation[          , genome  6996] predictions:    9693/  10000 (96.93%), best:    9756/10000 (97.56%), error:       976.99622, best error:       796.06824 on epoch:    34, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 134.6977691650s, input_fired_time: 1.8497666121, output_fired_time: 1.6798238754, propagate_forward_time: 49.8595275879, propagate_backward_time: 77.9300613403, weight_update_time: 0.1514113694, other_time: 3.3785934448
epoch time: 10.6898431778s, input_fired_time: 0.2229854912, output_fired_time: 0.0000000000, propagate_forward_time: 9.8452396393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6216182709
validation[          , genome  6996] predictions:    9689/  10000 (96.89%), best:    9756/10000 (97.56%), error:       977.52301, best error:       796.06824 on epoch:    34, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 133.6521148682s, input_fired_time: 1.8439230919, output_fired_time: 1.6708252430, propagate_forward_time: 49.4555320740, propagate_backward_time: 77.3122329712, weight_update_time: 0.1508546621, other_time: 3.3696060181
epoch time: 10.9269704819s, input_fired_time: 0.2283574045, output_fired_time: 0.0000000000, propagate_forward_time: 10.0678443909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6307687759
validation[          , genome  6996] predictions:    9725/  10000 (97.25%), best:    9756/10000 (97.56%), error:       916.80347, best error:       796.06824 on epoch:    34, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 135.2316284180s, input_fired_time: 1.8784139156, output_fired_time: 1.6883370876, propagate_forward_time: 50.1383171082, propagate_backward_time: 78.1495208740, weight_update_time: 0.1526605040, other_time: 3.3770294189
epoch time: 10.8233413696s, input_fired_time: 0.2265172005, output_fired_time: 0.0000000000, propagate_forward_time: 9.9722900391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6245346069
validation[          , genome  6996] predictions:    9677/  10000 (96.77%), best:    9756/10000 (97.56%), error:      1047.90015, best error:       796.06824 on epoch:    34, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 134.2818298340s, input_fired_time: 1.8492774963, output_fired_time: 1.6979534626, propagate_forward_time: 49.7115707397, propagate_backward_time: 77.6575241089, weight_update_time: 0.1521483213, other_time: 3.3655090332
epoch time: 10.6039943695s, input_fired_time: 0.2201630473, output_fired_time: 0.0000000000, propagate_forward_time: 9.7639961243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6198348999
validation[          , genome  6996] predictions:    9754/  10000 (97.54%), best:    9756/10000 (97.56%), error:       863.14337, best error:       796.06824 on epoch:    34, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 134.7320251465s, input_fired_time: 1.8477640152, output_fired_time: 1.6865209341, propagate_forward_time: 49.9696540833, propagate_backward_time: 77.8760070801, weight_update_time: 0.1510676593, other_time: 3.3520812988
epoch time: 10.6841888428s, input_fired_time: 0.2188325077, output_fired_time: 0.0000000000, propagate_forward_time: 9.8523616791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6129941940
validation[          , genome  6996] predictions:    9731/  10000 (97.31%), best:    9756/10000 (97.56%), error:       911.03723, best error:       796.06824 on epoch:    34, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 134.4548797607s, input_fired_time: 1.8468848467, output_fired_time: 1.6719652414, propagate_forward_time: 49.8238029480, propagate_backward_time: 77.7326202393, weight_update_time: 0.1529375166, other_time: 3.3796081543
epoch time: 10.9925975800s, input_fired_time: 0.2301084995, output_fired_time: 0.0000000000, propagate_forward_time: 10.1250038147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6374855042
validation[          , genome  6996] predictions:    9717/  10000 (97.17%), best:    9756/10000 (97.56%), error:       923.12573, best error:       796.06824 on epoch:    34, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 134.7899627686s, input_fired_time: 1.8566952944, output_fired_time: 1.6843707561, propagate_forward_time: 49.9968910217, propagate_backward_time: 77.8663558960, weight_update_time: 0.1515147984, other_time: 3.3856582642
epoch time: 10.7546815872s, input_fired_time: 0.2247898430, output_fired_time: 0.0000000000, propagate_forward_time: 9.8995923996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6302995682
validation[          , genome  6996] predictions:    9675/  10000 (96.75%), best:    9756/10000 (97.56%), error:       994.29230, best error:       796.06824 on epoch:    34, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 134.7065582275s, input_fired_time: 1.8595954180, output_fired_time: 1.6809971333, propagate_forward_time: 49.9742050171, propagate_backward_time: 77.7921524048, weight_update_time: 0.1522614658, other_time: 3.3996124268
epoch time: 10.7199726105s, input_fired_time: 0.2233937085, output_fired_time: 0.0000000000, propagate_forward_time: 9.8749589920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6216201782
validation[          , genome  6996] predictions:    9662/  10000 (96.62%), best:    9756/10000 (97.56%), error:      1059.53235, best error:       796.06824 on epoch:    34, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 134.1741333008s, input_fired_time: 1.8452105522, output_fired_time: 1.6707148552, propagate_forward_time: 49.8419227600, propagate_backward_time: 77.4450912476, weight_update_time: 0.1515598148, other_time: 3.3711929321
epoch time: 10.7853050232s, input_fired_time: 0.2255196124, output_fired_time: 0.0000000000, propagate_forward_time: 9.9375429153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6222429276
validation[          , genome  6996] predictions:    9756/  10000 (97.56%), best:    9756/10000 (97.56%), error:       818.66919, best error:       796.06824 on epoch:    34, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 134.1192169189s, input_fired_time: 1.8504400253, output_fired_time: 1.6761676073, propagate_forward_time: 49.6163330078, propagate_backward_time: 77.6081237793, weight_update_time: 0.1511024833, other_time: 3.3681640625
epoch time: 10.7110376358s, input_fired_time: 0.2240743339, output_fired_time: 0.0000000000, propagate_forward_time: 9.8633356094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6236276627
validation[          , genome  6996] predictions:    9716/  10000 (97.16%), best:    9756/10000 (97.56%), error:       968.95135, best error:       796.06824 on epoch:    34, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 134.3116760254s, input_fired_time: 1.8547390699, output_fired_time: 1.6776348352, propagate_forward_time: 49.6953506470, propagate_backward_time: 77.7092208862, weight_update_time: 0.1516115814, other_time: 3.3747406006
epoch time: 10.7286233902s, input_fired_time: 0.2269346565, output_fired_time: 0.0000000000, propagate_forward_time: 9.8773584366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6243305206
validation[          , genome  6996] predictions:    9580/  10000 (95.80%), best:    9756/10000 (97.56%), error:      1254.42346, best error:       796.06824 on epoch:    34, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 135.1588745117s, input_fired_time: 1.8652071953, output_fired_time: 1.6931122541, propagate_forward_time: 50.1419868469, propagate_backward_time: 78.0753479004, weight_update_time: 0.1527992636, other_time: 3.3832244873
epoch time: 10.8693809509s, input_fired_time: 0.2251610607, output_fired_time: 0.0000000000, propagate_forward_time: 10.0141391754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6300811768
validation[          , genome  6996] predictions:    9736/  10000 (97.36%), best:    9756/10000 (97.56%), error:       892.39789, best error:       796.06824 on epoch:    34, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 134.6024322510s, input_fired_time: 1.8574711084, output_fired_time: 1.6810262203, propagate_forward_time: 49.9558677673, propagate_backward_time: 77.7427139282, weight_update_time: 0.1513222009, other_time: 3.3653488159
epoch time: 10.7440671921s, input_fired_time: 0.2248902172, output_fired_time: 0.0000000000, propagate_forward_time: 9.8978376389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6213397980
validation[          , genome  6996] predictions:    9738/  10000 (97.38%), best:    9756/10000 (97.56%), error:       822.24017, best error:       796.06824 on epoch:    34, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 134.2400207520s, input_fired_time: 1.8484768867, output_fired_time: 1.6779396534, propagate_forward_time: 49.7082748413, propagate_backward_time: 77.6282043457, weight_update_time: 0.1512300819, other_time: 3.3771286011
epoch time: 10.7401065826s, input_fired_time: 0.2215116024, output_fired_time: 0.0000000000, propagate_forward_time: 9.8968915939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6217031479
validation[          , genome  6996] predictions:    9724/  10000 (97.24%), best:    9756/10000 (97.56%), error:       942.20886, best error:       796.06824 on epoch:    34, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 134.6561279297s, input_fired_time: 1.8627903461, output_fired_time: 1.6851620674, propagate_forward_time: 49.9327430725, propagate_backward_time: 77.8040008545, weight_update_time: 0.1547612846, other_time: 3.3714294434
epoch time: 10.8445796967s, input_fired_time: 0.2276584059, output_fired_time: 0.0000000000, propagate_forward_time: 9.9919595718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6249618530
validation[          , genome  6996] predictions:    9761/  10000 (97.61%), best:    9756/10000 (97.56%), error:       801.73065, best error:       796.06824 on epoch:    34, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 133.9987335205s, input_fired_time: 1.8530464172, output_fired_time: 1.6733974218, propagate_forward_time: 49.6673583984, propagate_backward_time: 77.4279861450, weight_update_time: 0.1518957615, other_time: 3.3769454956
epoch time: 10.5161046982s, input_fired_time: 0.2243155688, output_fired_time: 0.0000000000, propagate_forward_time: 9.6797809601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6120080948
validation[          , genome  6996] predictions:    9616/  10000 (96.16%), best:    9756/10000 (97.56%), error:      1261.43640, best error:       796.06824 on epoch:    34, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 133.9471282959s, input_fired_time: 1.8523907661, output_fired_time: 1.6677002907, propagate_forward_time: 49.6554679871, propagate_backward_time: 77.4067993164, weight_update_time: 0.1518374085, other_time: 3.3647766113
epoch time: 10.5092182159s, input_fired_time: 0.2214034945, output_fired_time: 0.0000000000, propagate_forward_time: 9.6729393005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6148757935
validation[          , genome  6996] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       778.70349, best error:       778.70349 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 134.5321502686s, input_fired_time: 1.8580561876, output_fired_time: 1.6881253719, propagate_forward_time: 49.8693161011, propagate_backward_time: 77.7567291260, weight_update_time: 0.1517130136, other_time: 3.3599166870
epoch time: 10.7329320908s, input_fired_time: 0.2258299291, output_fired_time: 0.0000000000, propagate_forward_time: 9.8847284317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6223735809
validation[          , genome  6996] predictions:    9751/  10000 (97.51%), best:    9766/10000 (97.66%), error:       803.25964, best error:       778.70349 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 134.9205474854s, input_fired_time: 1.8671821356, output_fired_time: 1.6838214397, propagate_forward_time: 50.0660362244, propagate_backward_time: 77.9359664917, weight_update_time: 0.1517037600, other_time: 3.3675308228
epoch time: 10.8192520142s, input_fired_time: 0.2294657230, output_fired_time: 0.0000000000, propagate_forward_time: 9.9663667679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6234197617
validation[          , genome  6996] predictions:    9754/  10000 (97.54%), best:    9766/10000 (97.66%), error:       866.79535, best error:       778.70349 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 134.3613128662s, input_fired_time: 1.8561478853, output_fired_time: 1.6775153875, propagate_forward_time: 49.7667388916, propagate_backward_time: 77.6988601685, weight_update_time: 0.1515987962, other_time: 3.3620376587
epoch time: 10.6390533447s, input_fired_time: 0.2283753902, output_fired_time: 0.0000000000, propagate_forward_time: 9.7900934219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6205844879
validation[          , genome  6996] predictions:    9679/  10000 (96.79%), best:    9766/10000 (97.66%), error:      1062.05798, best error:       778.70349 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 130.9806060791s, input_fired_time: 1.8259491920, output_fired_time: 1.6409165859, propagate_forward_time: 48.4287948608, propagate_backward_time: 75.7514572144, weight_update_time: 0.1485345811, other_time: 3.3334960938
epoch time: 11.6802577972s, input_fired_time: 0.2292900532, output_fired_time: 0.0000000000, propagate_forward_time: 10.5717344284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8792333603
validation[          , genome  6996] predictions:    9738/  10000 (97.38%), best:    9766/10000 (97.66%), error:       908.05475, best error:       778.70349 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 201.4867095947s, input_fired_time: 2.9975500107, output_fired_time: 3.3841865063, propagate_forward_time: 77.3377151489, propagate_backward_time: 113.4033813477, weight_update_time: 0.1681390852, other_time: 4.3638839722
epoch time: 16.3169136047s, input_fired_time: 0.4997366369, output_fired_time: 0.0000000000, propagate_forward_time: 15.1443605423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6728162766
validation[          , genome  6996] predictions:    9709/  10000 (97.09%), best:    9766/10000 (97.66%), error:       932.92621, best error:       778.70349 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 199.0485687256s, input_fired_time: 3.2327890396, output_fired_time: 3.1064848900, propagate_forward_time: 73.1109771729, propagate_backward_time: 114.7599105835, weight_update_time: 0.1653038859, other_time: 4.8384017944
epoch time: 16.3635234833s, input_fired_time: 0.5026913285, output_fired_time: 0.0000000000, propagate_forward_time: 14.6929340363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1678981781
validation[          , genome  6996] predictions:    9729/  10000 (97.29%), best:    9766/10000 (97.66%), error:       891.98370, best error:       778.70349 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 201.5822448730s, input_fired_time: 2.2521128654, output_fired_time: 2.1245660782, propagate_forward_time: 76.0494689941, propagate_backward_time: 116.0329360962, weight_update_time: 0.1691430062, other_time: 5.1231613159
epoch time: 16.4998703003s, input_fired_time: 0.2506056130, output_fired_time: 0.0000000000, propagate_forward_time: 15.5759506226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6733131409
validation[          , genome  6996] predictions:    9699/  10000 (96.99%), best:    9766/10000 (97.66%), error:      1028.65283, best error:       778.70349 on epoch:    67, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 200.8586730957s, input_fired_time: 3.2434265614, output_fired_time: 3.1138062477, propagate_forward_time: 77.0387496948, propagate_backward_time: 113.5893325806, weight_update_time: 0.1684592515, other_time: 3.8733673096
epoch time: 16.0716648102s, input_fired_time: 0.2464356571, output_fired_time: 0.0000000000, propagate_forward_time: 14.9094619751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9157667160
validation[          , genome  6996] predictions:    9751/  10000 (97.51%), best:    9766/10000 (97.66%), error:       903.18799, best error:       778.70349 on epoch:    67, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 200.3632965088s, input_fired_time: 2.4905216694, output_fired_time: 1.8685170412, propagate_forward_time: 78.1934280396, propagate_backward_time: 113.1968841553, weight_update_time: 0.1666627079, other_time: 4.6139450073
epoch time: 16.1948394775s, input_fired_time: 0.2502563298, output_fired_time: 0.0000000000, propagate_forward_time: 15.2786350250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6659479141
validation[          , genome  6996] predictions:    9750/  10000 (97.50%), best:    9766/10000 (97.66%), error:       867.48907, best error:       778.70349 on epoch:    67, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 200.2648773193s, input_fired_time: 2.2433419228, output_fired_time: 2.1064240932, propagate_forward_time: 72.2601623535, propagate_backward_time: 118.2995605469, weight_update_time: 0.1677632481, other_time: 5.3553771973
epoch time: 16.4486789703s, input_fired_time: 0.2474313378, output_fired_time: 0.0000000000, propagate_forward_time: 14.2807664871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9204816818
validation[          , genome  6996] predictions:    9730/  10000 (97.30%), best:    9766/10000 (97.66%), error:       887.94543, best error:       778.70349 on epoch:    67, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 201.8646240234s, input_fired_time: 2.2615828514, output_fired_time: 2.6324737072, propagate_forward_time: 73.6629867554, propagate_backward_time: 118.1786727905, weight_update_time: 0.1675332785, other_time: 5.1289062500
epoch time: 16.2922573090s, input_fired_time: 0.2509969175, output_fired_time: 0.0000000000, propagate_forward_time: 15.3737001419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6675596237
validation[          , genome  6996] predictions:    9740/  10000 (97.40%), best:    9766/10000 (97.66%), error:       924.78912, best error:       778.70349 on epoch:    67, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 200.0011291504s, input_fired_time: 2.4962754250, output_fired_time: 2.8546042442, propagate_forward_time: 75.0140686035, propagate_backward_time: 114.7842254639, weight_update_time: 0.1686707437, other_time: 4.8519592285
epoch time: 16.0899486542s, input_fired_time: 0.4999922812, output_fired_time: 0.0000000000, propagate_forward_time: 14.6742277145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9157285690
validation[          , genome  6996] predictions:    9690/  10000 (96.90%), best:    9766/10000 (97.66%), error:      1019.63062, best error:       778.70349 on epoch:    67, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 200.1364746094s, input_fired_time: 2.5022563934, output_fired_time: 2.1237213612, propagate_forward_time: 74.7572326660, propagate_backward_time: 115.4210510254, weight_update_time: 0.1655195206, other_time: 5.3322143555
epoch time: 15.9107313156s, input_fired_time: 0.2436096966, output_fired_time: 0.0000000000, propagate_forward_time: 14.7507104874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9164113998
validation[          , genome  6996] predictions:    9749/  10000 (97.49%), best:    9766/10000 (97.66%), error:       820.88416, best error:       778.70349 on epoch:    67, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 200.8543548584s, input_fired_time: 3.7501106262, output_fired_time: 2.8872466087, propagate_forward_time: 75.8791580200, propagate_backward_time: 113.7322845459, weight_update_time: 0.1660096347, other_time: 4.6055526733
epoch time: 16.1365032196s, input_fired_time: 0.2498537898, output_fired_time: 0.0000000000, propagate_forward_time: 15.2175912857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6690578461
validation[          , genome  6996] predictions:    9761/  10000 (97.61%), best:    9766/10000 (97.66%), error:       809.63159, best error:       778.70349 on epoch:    67, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 202.5008087158s, input_fired_time: 2.2662487030, output_fired_time: 2.6290104389, propagate_forward_time: 73.6464614868, propagate_backward_time: 119.3441772461, weight_update_time: 0.1673069149, other_time: 4.6149063110
epoch time: 16.1720256805s, input_fired_time: 0.7481794953, output_fired_time: 0.0000000000, propagate_forward_time: 14.7555074692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6683387756
validation[          , genome  6996] predictions:    9709/  10000 (97.09%), best:    9766/10000 (97.66%), error:       952.49866, best error:       778.70349 on epoch:    67, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 201.8473510742s, input_fired_time: 2.7588236332, output_fired_time: 2.6421360970, propagate_forward_time: 73.3794174194, propagate_backward_time: 118.4527130127, weight_update_time: 0.1674693525, other_time: 4.6142654419
epoch time: 16.5121479034s, input_fired_time: 0.2512196302, output_fired_time: 0.0000000000, propagate_forward_time: 15.5902204514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6707086563
validation[          , genome  6996] predictions:    9703/  10000 (97.03%), best:    9766/10000 (97.66%), error:       948.94910, best error:       778.70349 on epoch:    67, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 201.1905517578s, input_fired_time: 2.7560868263, output_fired_time: 2.8747365475, propagate_forward_time: 72.2762222290, propagate_backward_time: 119.1652908325, weight_update_time: 0.1677960753, other_time: 4.1182098389
epoch time: 16.2418918610s, input_fired_time: 0.2495619655, output_fired_time: 0.0000000000, propagate_forward_time: 15.0698528290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9224767685
validation[          , genome  6996] predictions:    9706/  10000 (97.06%), best:    9766/10000 (97.66%), error:       886.29395, best error:       778.70349 on epoch:    67, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 200.1870269775s, input_fired_time: 3.2485730648, output_fired_time: 3.1192586422, propagate_forward_time: 78.9408874512, propagate_backward_time: 110.2945327759, weight_update_time: 0.1656691432, other_time: 4.5837783813
epoch time: 16.3305816650s, input_fired_time: 0.2519843280, output_fired_time: 0.0000000000, propagate_forward_time: 15.1550846100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9235134125
validation[          , genome  6996] predictions:    9749/  10000 (97.49%), best:    9766/10000 (97.66%), error:       870.61218, best error:       778.70349 on epoch:    67, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 202.0176239014s, input_fired_time: 2.7660434246, output_fired_time: 2.6276092529, propagate_forward_time: 75.5548706055, propagate_backward_time: 116.9394149780, weight_update_time: 0.1697556078, other_time: 4.1296920776
epoch time: 16.5832767487s, input_fired_time: 0.2473397106, output_fired_time: 0.0000000000, propagate_forward_time: 15.6589603424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6769771576
validation[          , genome  6996] predictions:    9721/  10000 (97.21%), best:    9766/10000 (97.66%), error:       953.80145, best error:       778.70349 on epoch:    67, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 201.0450439453s, input_fired_time: 2.7482585907, output_fired_time: 2.6208944321, propagate_forward_time: 74.0794677734, propagate_backward_time: 117.4830780029, weight_update_time: 0.1668059975, other_time: 4.1133422852
epoch time: 16.0974693298s, input_fired_time: 0.2474763691, output_fired_time: 0.0000000000, propagate_forward_time: 14.4260339737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4239587784
validation[          , genome  6996] predictions:    9741/  10000 (97.41%), best:    9766/10000 (97.66%), error:       852.39581, best error:       778.70349 on epoch:    67, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 210.2990570068s, input_fired_time: 3.0744507313, output_fired_time: 2.4518570900, propagate_forward_time: 78.4204177856, propagate_backward_time: 121.1445999146, weight_update_time: 0.1740213186, other_time: 5.2077331543
epoch time: 16.9655494690s, input_fired_time: 0.5085981488, output_fired_time: 0.0000000000, propagate_forward_time: 15.7760162354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6809349060
validation[          , genome  6996] predictions:    9727/  10000 (97.27%), best:    9766/10000 (97.66%), error:       904.83148, best error:       778.70349 on epoch:    67, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 211.3556365967s, input_fired_time: 2.5840189457, output_fired_time: 2.4630038738, propagate_forward_time: 80.0353469849, propagate_backward_time: 120.7905197144, weight_update_time: 0.1734389067, other_time: 5.4827575684
epoch time: 17.1172103882s, input_fired_time: 0.2602017820, output_fired_time: 0.0000000000, propagate_forward_time: 16.1694450378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6875629425
validation[          , genome  6996] predictions:    9720/  10000 (97.20%), best:    9766/10000 (97.66%), error:       924.46558, best error:       778.70349 on epoch:    67, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 212.7905426025s, input_fired_time: 2.5860981941, output_fired_time: 2.4848709106, propagate_forward_time: 81.1435775757, propagate_backward_time: 120.3382949829, weight_update_time: 0.1745196134, other_time: 6.2377014160
epoch time: 17.0690631866s, input_fired_time: 0.5075617433, output_fired_time: 0.0000000000, propagate_forward_time: 15.6271505356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9343500137
validation[          , genome  6996] predictions:    9724/  10000 (97.24%), best:    9766/10000 (97.66%), error:       877.45959, best error:       778.70349 on epoch:    67, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 211.4213409424s, input_fired_time: 2.5686023235, output_fired_time: 3.7138817310, propagate_forward_time: 78.4743576050, propagate_backward_time: 122.4478988647, weight_update_time: 0.1734941602, other_time: 4.2165985107
epoch time: 17.1870174408s, input_fired_time: 0.2617833018, output_fired_time: 0.0000000000, propagate_forward_time: 16.2361660004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6890678406
validation[          , genome  6996] predictions:    9729/  10000 (97.29%), best:    9766/10000 (97.66%), error:       912.79706, best error:       778.70349 on epoch:    67, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 212.0239105225s, input_fired_time: 2.0977845192, output_fired_time: 2.9685554504, propagate_forward_time: 80.1910476685, propagate_backward_time: 121.7959976196, weight_update_time: 0.1728571802, other_time: 4.9705352783
epoch time: 17.2255687714s, input_fired_time: 0.5113368630, output_fired_time: 0.0000000000, propagate_forward_time: 15.7761106491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9381208420
validation[          , genome  6996] predictions:    9681/  10000 (96.81%), best:    9766/10000 (97.66%), error:      1070.49817, best error:       778.70349 on epoch:    67, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 212.6618652344s, input_fired_time: 3.0853011608, output_fired_time: 2.7176427841, propagate_forward_time: 80.5822448730, propagate_backward_time: 120.0512542725, weight_update_time: 0.4236369133, other_time: 6.2254333496
epoch time: 17.1079254150s, input_fired_time: 1.0185561180, output_fired_time: 0.0000000000, propagate_forward_time: 15.1484212875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9409475327
validation[          , genome  6996] predictions:    9755/  10000 (97.55%), best:    9766/10000 (97.66%), error:       826.77118, best error:       778.70349 on epoch:    67, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 211.9743347168s, input_fired_time: 2.5787820816, output_fired_time: 2.4706704617, propagate_forward_time: 80.6551895142, propagate_backward_time: 122.0439987183, weight_update_time: 0.1729872525, other_time: 4.2256927490
epoch time: 17.4500160217s, input_fired_time: 0.2613059282, output_fired_time: 0.0000000000, propagate_forward_time: 16.5052394867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6834697723
validation[          , genome  6996] predictions:    9727/  10000 (97.27%), best:    9766/10000 (97.66%), error:       918.07635, best error:       778.70349 on epoch:    67, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 209.9706268311s, input_fired_time: 2.5756392479, output_fired_time: 2.4585165977, propagate_forward_time: 79.4123001099, propagate_backward_time: 121.2976074219, weight_update_time: 0.1885830760, other_time: 4.2265701294
epoch time: 17.1499729156s, input_fired_time: 0.2605443597, output_fired_time: 0.0000000000, propagate_forward_time: 16.1960811615, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6933479309
validation[          , genome  6996] predictions:    9713/  10000 (97.13%), best:    9766/10000 (97.66%), error:       955.50409, best error:       778.70349 on epoch:    67, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 211.9997406006s, input_fired_time: 2.5908913612, output_fired_time: 2.2116386890, propagate_forward_time: 79.2848205566, propagate_backward_time: 122.6742782593, weight_update_time: 0.1782168150, other_time: 5.2381057739
epoch time: 17.0811843872s, input_fired_time: 0.5097557902, output_fired_time: 0.0000000000, propagate_forward_time: 15.1325435638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4388847351
validation[          , genome  6996] predictions:    9744/  10000 (97.44%), best:    9766/10000 (97.66%), error:       833.91199, best error:       778.70349 on epoch:    67, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 211.0143585205s, input_fired_time: 2.0829832554, output_fired_time: 3.2091226578, propagate_forward_time: 82.1894149780, propagate_backward_time: 119.0596618652, weight_update_time: 0.1736724377, other_time: 4.4731826782
epoch time: 16.9591732025s, input_fired_time: 0.5074113011, output_fired_time: 0.0000000000, propagate_forward_time: 15.5206623077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9310989380
validation[          , genome  6996] predictions:    9754/  10000 (97.54%), best:    9766/10000 (97.66%), error:       847.59210, best error:       778.70349 on epoch:    67, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 211.7421264648s, input_fired_time: 2.8357241154, output_fired_time: 2.9675140381, propagate_forward_time: 81.1391754150, propagate_backward_time: 120.8366775513, weight_update_time: 0.1732463539, other_time: 3.9630355835
epoch time: 16.7074527740s, input_fired_time: 0.2600701153, output_fired_time: 0.0000000000, propagate_forward_time: 15.5132398605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9341421127
validation[          , genome  6996] predictions:    9707/  10000 (97.07%), best:    9766/10000 (97.66%), error:      1041.60669, best error:       778.70349 on epoch:    67, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 211.9983062744s, input_fired_time: 3.0832457542, output_fired_time: 2.4746654034, propagate_forward_time: 78.7896118164, propagate_backward_time: 123.6909484863, weight_update_time: 0.1761691868, other_time: 3.9598236084
epoch time: 17.0313014984s, input_fired_time: 0.2594304681, output_fired_time: 0.0000000000, propagate_forward_time: 15.8406152725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9312562943
validation[          , genome  6996] predictions:    9701/  10000 (97.01%), best:    9766/10000 (97.66%), error:       967.05176, best error:       778.70349 on epoch:    67, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 211.3125457764s, input_fired_time: 3.0809679031, output_fired_time: 2.4751584530, propagate_forward_time: 78.7787857056, propagate_backward_time: 121.7588119507, weight_update_time: 0.1736800969, other_time: 5.2188262939
epoch time: 17.1498546600s, input_fired_time: 0.2625540793, output_fired_time: 0.0000000000, propagate_forward_time: 15.9517450333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9355554581
validation[          , genome  6996] predictions:    9739/  10000 (97.39%), best:    9766/10000 (97.66%), error:       870.07385, best error:       778.70349 on epoch:    67, 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: 85.7471847534s, input_fired_time: 1.5420063734, output_fired_time: 0.0000000000, propagate_forward_time: 79.6763916016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 4.5287857056
best training[          , genome  6996] predictions:   49606/  50000 (99.21%), best:    9766/10000 (97.66%), error:      1566.32776, best error:       778.70349 on epoch:    67, 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: 17.4658870697s, input_fired_time: 0.5084118247, output_fired_time: 0.0000000000, propagate_forward_time: 16.0131855011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9442901611
   testing[          , genome  6996] predictions:    9777/  10000 (97.77%), best:    9766/10000 (97.66%), error:       741.43182, best error:       778.70349 on epoch:    67, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:38:12 (1392): called boinc_finish(0)

</stderr_txt>
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