Nameexact_genome_1512568488_42_6939_1
Workunit2605936
Created7 Dec 2017, 22:50:36 UTC
Sent7 Dec 2017, 22:55:42 UTC
Report deadline15 Dec 2017, 19:57:45 UTC
Received8 Dec 2017, 5:00:35 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53797
Run time2 hours 13 min 16 sec
CPU time2 hours 12 min 45 sec
Validate stateValid
Credit1,969.11
Device peak FLOPS3.64 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33

Stderr output

<core_client_version>7.2.42</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 72.5387878418s, input_fired_time: 1.3656828403, output_fired_time: 0.9192769527, propagate_forward_time: 27.8418827057, propagate_backward_time: 40.0663757324, weight_update_time: 0.0925395787, other_time: 2.3455734253
epoch time: 6.1353783607s, input_fired_time: 0.1526615322, output_fired_time: 0.0000000000, propagate_forward_time: 5.5734090805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4093079567
validation[          , genome  6939] predictions:    9691/  10000 (96.91%), best:    9748/10000 (97.48%), error:      1010.35101, best error:       822.35760 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 72.7786331177s, input_fired_time: 1.3695306778, output_fired_time: 0.9202190638, propagate_forward_time: 27.9639034271, propagate_backward_time: 40.1724586487, weight_update_time: 0.0923541486, other_time: 2.3525199890
epoch time: 6.0731253624s, input_fired_time: 0.1406606287, output_fired_time: 0.0000000000, propagate_forward_time: 5.5367588997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3957056999
validation[          , genome  6939] predictions:    9710/  10000 (97.10%), best:    9748/10000 (97.48%), error:       922.58173, best error:       822.35760 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 72.4375076294s, input_fired_time: 1.3290356398, output_fired_time: 0.9460269213, propagate_forward_time: 27.8191928864, propagate_backward_time: 40.0566444397, weight_update_time: 0.1128235310, other_time: 2.2866096497
epoch time: 6.1836485863s, input_fired_time: 0.1532634199, output_fired_time: 0.0000000000, propagate_forward_time: 5.6106424332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4197425842
validation[          , genome  6939] predictions:    9717/  10000 (97.17%), best:    9748/10000 (97.48%), error:       942.67395, best error:       822.35760 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 73.0651855469s, input_fired_time: 1.3860374689, output_fired_time: 0.9251216650, propagate_forward_time: 28.0128421783, propagate_backward_time: 40.3897247314, weight_update_time: 0.0925925449, other_time: 2.3514556885
epoch time: 6.1722078323s, input_fired_time: 0.1484071761, output_fired_time: 0.0000000000, propagate_forward_time: 5.6195683479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4042325020
validation[          , genome  6939] predictions:    9662/  10000 (96.62%), best:    9748/10000 (97.48%), error:      1116.27466, best error:       822.35760 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 72.2595977783s, input_fired_time: 1.3341836929, output_fired_time: 0.9149741530, propagate_forward_time: 27.7871704102, propagate_backward_time: 39.9508781433, weight_update_time: 0.0889542550, other_time: 2.2723960876
epoch time: 6.0301308632s, input_fired_time: 0.1373998821, output_fired_time: 0.0000000000, propagate_forward_time: 5.5068483353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3858828545
validation[          , genome  6939] predictions:    9735/  10000 (97.35%), best:    9748/10000 (97.48%), error:       895.89026, best error:       822.35760 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 72.1867218018s, input_fired_time: 1.3099937439, output_fired_time: 0.9132569432, propagate_forward_time: 27.7709827423, propagate_backward_time: 39.9717750549, weight_update_time: 0.0867903754, other_time: 2.2207145691
epoch time: 6.1900982857s, input_fired_time: 0.1435623020, output_fired_time: 0.0000000000, propagate_forward_time: 5.6466445923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3998913765
validation[          , genome  6939] predictions:    9753/  10000 (97.53%), best:    9753/10000 (97.53%), error:       819.49054, best error:       819.49054 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 72.5960617065s, input_fired_time: 1.3415329456, output_fired_time: 0.9162976146, propagate_forward_time: 27.9009761810, propagate_backward_time: 40.1517105103, weight_update_time: 0.0898162797, other_time: 2.2855453491
epoch time: 6.1415166855s, input_fired_time: 0.1465643495, output_fired_time: 0.0000000000, propagate_forward_time: 5.5846991539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4102530479
validation[          , genome  6939] predictions:    9685/  10000 (96.85%), best:    9753/10000 (97.53%), error:      1026.38367, best error:       819.49054 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 72.4455718994s, input_fired_time: 1.3347194195, output_fired_time: 0.9183226228, propagate_forward_time: 27.8067474365, propagate_backward_time: 40.1051139832, weight_update_time: 0.0889054537, other_time: 2.2806739807
epoch time: 6.1464395523s, input_fired_time: 0.1444140822, output_fired_time: 0.0000000000, propagate_forward_time: 5.5982599258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4037656784
validation[          , genome  6939] predictions:    9727/  10000 (97.27%), best:    9753/10000 (97.53%), error:       885.56726, best error:       819.49054 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 72.4275283813s, input_fired_time: 1.3456825018, output_fired_time: 0.9234102964, propagate_forward_time: 27.8326320648, propagate_backward_time: 40.0490646362, weight_update_time: 0.0902289972, other_time: 2.2767410278
epoch time: 6.1369152069s, input_fired_time: 0.1442695558, output_fired_time: 0.0000000000, propagate_forward_time: 5.5985441208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3941016197
validation[          , genome  6939] predictions:    9700/  10000 (97.00%), best:    9753/10000 (97.53%), error:       949.25238, best error:       819.49054 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 72.3055496216s, input_fired_time: 1.3109883070, output_fired_time: 0.9148148894, propagate_forward_time: 27.7819652557, propagate_backward_time: 40.0626220703, weight_update_time: 0.0876383483, other_time: 2.2351531982
epoch time: 6.0525593758s, input_fired_time: 0.1383534819, output_fired_time: 0.0000000000, propagate_forward_time: 5.5275926590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3866133690
validation[          , genome  6939] predictions:    9732/  10000 (97.32%), best:    9753/10000 (97.53%), error:       883.95013, best error:       819.49054 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 72.4525985718s, input_fired_time: 1.3357781172, output_fired_time: 0.9482329488, propagate_forward_time: 27.7901153564, propagate_backward_time: 40.0879173279, weight_update_time: 0.0898407921, other_time: 2.2905540466
epoch time: 6.1097207069s, input_fired_time: 0.1539105028, output_fired_time: 0.0000000000, propagate_forward_time: 5.5471138954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4086961746
validation[          , genome  6939] predictions:    9714/  10000 (97.14%), best:    9753/10000 (97.53%), error:       932.92236, best error:       819.49054 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 72.7356109619s, input_fired_time: 1.4059045315, output_fired_time: 0.9220244884, propagate_forward_time: 27.8663349152, propagate_backward_time: 40.1893157959, weight_update_time: 0.0918817520, other_time: 2.3520278931
epoch time: 6.1307063103s, input_fired_time: 0.1544029564, output_fired_time: 0.0000000000, propagate_forward_time: 5.5608882904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4154152870
validation[          , genome  6939] predictions:    9727/  10000 (97.27%), best:    9753/10000 (97.53%), error:       887.33929, best error:       819.49054 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 72.1356353760s, input_fired_time: 1.3311631680, output_fired_time: 0.9154155850, propagate_forward_time: 27.7442684174, propagate_backward_time: 39.9016189575, weight_update_time: 0.0883213282, other_time: 2.2431716919
epoch time: 6.0815896988s, input_fired_time: 0.1420091689, output_fired_time: 0.0000000000, propagate_forward_time: 5.5484132767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3911671638
validation[          , genome  6939] predictions:    9730/  10000 (97.30%), best:    9753/10000 (97.53%), error:       861.48944, best error:       819.49054 on epoch:    19, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 72.6417694092s, input_fired_time: 1.3366968632, output_fired_time: 0.9160003066, propagate_forward_time: 27.9822273254, propagate_backward_time: 40.1770820618, weight_update_time: 0.0875259638, other_time: 2.2297592163
epoch time: 6.1939382553s, input_fired_time: 0.1454143971, output_fired_time: 0.0000000000, propagate_forward_time: 5.6506419182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3978819847
validation[          , genome  6939] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       807.37811, best error:       807.37811 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 72.6495056152s, input_fired_time: 1.3601830006, output_fired_time: 0.9206395745, propagate_forward_time: 27.9014415741, propagate_backward_time: 40.1424064636, weight_update_time: 0.0911946297, other_time: 2.3248329163
epoch time: 6.1189928055s, input_fired_time: 0.1423773766, output_fired_time: 0.0000000000, propagate_forward_time: 5.5833802223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3932352066
validation[          , genome  6939] predictions:    9747/  10000 (97.47%), best:    9760/10000 (97.60%), error:       839.17065, best error:       807.37811 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 72.9914245605s, input_fired_time: 1.3696463108, output_fired_time: 0.9280354977, propagate_forward_time: 28.0983123779, propagate_backward_time: 40.2565994263, weight_update_time: 0.0910457149, other_time: 2.3388366699
epoch time: 6.1483325958s, input_fired_time: 0.1514010578, output_fired_time: 0.0000000000, propagate_forward_time: 5.5903830528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4065485001
validation[          , genome  6939] predictions:    9678/  10000 (96.78%), best:    9760/10000 (97.60%), error:      1038.17371, best error:       807.37811 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 72.8191223145s, input_fired_time: 1.3489084244, output_fired_time: 0.9187424183, propagate_forward_time: 28.0105743408, propagate_backward_time: 40.2978134155, weight_update_time: 0.0888439491, other_time: 2.2430877686
epoch time: 6.1136350632s, input_fired_time: 0.1494588703, output_fired_time: 0.0000000000, propagate_forward_time: 5.5575499535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4066262245
validation[          , genome  6939] predictions:    9702/  10000 (97.02%), best:    9760/10000 (97.60%), error:       897.48767, best error:       807.37811 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 72.4514007568s, input_fired_time: 1.3146367073, output_fired_time: 0.9156540036, propagate_forward_time: 27.9244327545, propagate_backward_time: 40.0811958313, weight_update_time: 0.0873288065, other_time: 2.2154808044
epoch time: 6.1149954796s, input_fired_time: 0.1512717605, output_fired_time: 0.0000000000, propagate_forward_time: 5.5527663231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4109573364
validation[          , genome  6939] predictions:    9725/  10000 (97.25%), best:    9760/10000 (97.60%), error:       891.52454, best error:       807.37811 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 72.4688186646s, input_fired_time: 1.3249967098, output_fired_time: 0.9503889680, propagate_forward_time: 27.7935428619, propagate_backward_time: 40.1425361633, weight_update_time: 0.0883533508, other_time: 2.2573585510
epoch time: 6.1981296539s, input_fired_time: 0.1475421041, output_fired_time: 0.0000000000, propagate_forward_time: 5.6401252747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4104623795
validation[          , genome  6939] predictions:    9699/  10000 (96.99%), best:    9760/10000 (97.60%), error:       966.56616, best error:       807.37811 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 72.3396377563s, input_fired_time: 1.3625752926, output_fired_time: 0.9157471657, propagate_forward_time: 27.8206672668, propagate_backward_time: 39.9883079529, weight_update_time: 0.0892150849, other_time: 2.2523422241
epoch time: 6.1820945740s, input_fired_time: 0.1531025767, output_fired_time: 0.0000000000, propagate_forward_time: 5.6214513779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4075407982
validation[          , genome  6939] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       798.14337, best error:       798.14337 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 72.5402069092s, input_fired_time: 1.3390953541, output_fired_time: 0.9153133035, propagate_forward_time: 27.8438873291, propagate_backward_time: 40.1321258545, weight_update_time: 0.0892309472, other_time: 2.3097839355
epoch time: 6.1210236549s, input_fired_time: 0.1478910446, output_fired_time: 0.0000000000, propagate_forward_time: 5.5621132851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4110193253
validation[          , genome  6939] predictions:    9738/  10000 (97.38%), best:    9758/10000 (97.58%), error:       848.21722, best error:       798.14337 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 72.7704238892s, input_fired_time: 1.3674782515, output_fired_time: 0.9220679998, propagate_forward_time: 27.9479541779, propagate_backward_time: 40.2002258301, weight_update_time: 0.0919772089, other_time: 2.3327026367
epoch time: 6.1560959816s, input_fired_time: 0.1507464200, output_fired_time: 0.0000000000, propagate_forward_time: 5.5938091278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4115405083
validation[          , genome  6939] predictions:    9779/  10000 (97.79%), best:    9779/10000 (97.79%), error:       739.89398, best error:       739.89398 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 73.0429916382s, input_fired_time: 1.3765863180, output_fired_time: 0.9228280187, propagate_forward_time: 28.0061779022, propagate_backward_time: 40.3470726013, weight_update_time: 0.0917200819, other_time: 2.3903236389
epoch time: 6.1325745583s, input_fired_time: 0.1520558000, output_fired_time: 0.0000000000, propagate_forward_time: 5.5656752586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4148435593
validation[          , genome  6939] predictions:    9767/  10000 (97.67%), best:    9779/10000 (97.79%), error:       757.85211, best error:       739.89398 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 72.6941986084s, input_fired_time: 1.3764785528, output_fired_time: 0.9204031825, propagate_forward_time: 27.9010391235, propagate_backward_time: 40.1475334167, weight_update_time: 0.0926197842, other_time: 2.3487434387
epoch time: 6.0719604492s, input_fired_time: 0.1399858296, output_fired_time: 0.0000000000, propagate_forward_time: 5.5357942581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3961801529
validation[          , genome  6939] predictions:    9763/  10000 (97.63%), best:    9779/10000 (97.79%), error:       791.91785, best error:       739.89398 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 72.2629470825s, input_fired_time: 1.3352749348, output_fired_time: 0.9251192808, propagate_forward_time: 27.7719192505, propagate_backward_time: 39.9624252319, weight_update_time: 0.0889110416, other_time: 2.2682113647
epoch time: 6.2428178787s, input_fired_time: 0.1562183350, output_fired_time: 0.0000000000, propagate_forward_time: 5.6628751755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4237241745
validation[          , genome  6939] predictions:    9759/  10000 (97.59%), best:    9779/10000 (97.79%), error:       793.95563, best error:       739.89398 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 72.4073944092s, input_fired_time: 1.3631927967, output_fired_time: 0.9208968878, propagate_forward_time: 27.7999992371, propagate_backward_time: 39.9963226318, weight_update_time: 0.0916755497, other_time: 2.3269844055
epoch time: 6.0726556778s, input_fired_time: 0.1403791755, output_fired_time: 0.0000000000, propagate_forward_time: 5.5425610542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3897156715
validation[          , genome  6939] predictions:    9739/  10000 (97.39%), best:    9779/10000 (97.79%), error:       876.27826, best error:       739.89398 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 72.7887039185s, input_fired_time: 1.3425326347, output_fired_time: 0.9195709229, propagate_forward_time: 27.9122714996, propagate_backward_time: 40.3171539307, weight_update_time: 0.0904076323, other_time: 2.2971801758
epoch time: 6.1439466476s, input_fired_time: 0.1530529857, output_fired_time: 0.0000000000, propagate_forward_time: 5.5798239708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4110698700
validation[          , genome  6939] predictions:    9705/  10000 (97.05%), best:    9779/10000 (97.79%), error:       938.20526, best error:       739.89398 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 72.4571075439s, input_fired_time: 1.3393251896, output_fired_time: 0.9167497158, propagate_forward_time: 27.8579654694, propagate_backward_time: 40.0606269836, weight_update_time: 0.0897963196, other_time: 2.2824440002
epoch time: 6.1538090706s, input_fired_time: 0.1590900719, output_fired_time: 0.0000000000, propagate_forward_time: 5.5903501511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4043688774
validation[          , genome  6939] predictions:    9752/  10000 (97.52%), best:    9779/10000 (97.79%), error:       806.42853, best error:       739.89398 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 72.1615371704s, input_fired_time: 1.2949577570, output_fired_time: 0.9139167070, propagate_forward_time: 27.8118438721, propagate_backward_time: 39.9508285522, weight_update_time: 0.0865919814, other_time: 2.1899871826
epoch time: 6.1395711899s, input_fired_time: 0.1562754065, output_fired_time: 0.0000000000, propagate_forward_time: 5.5792241096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4040718079
validation[          , genome  6939] predictions:    9739/  10000 (97.39%), best:    9779/10000 (97.79%), error:       887.94592, best error:       739.89398 on epoch:    35, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 72.7240676880s, input_fired_time: 1.3785617352, output_fired_time: 0.9245853424, propagate_forward_time: 27.8992328644, propagate_backward_time: 40.1527366638, weight_update_time: 0.0929612741, other_time: 2.3689537048
epoch time: 6.1171088219s, input_fired_time: 0.1537375003, output_fired_time: 0.0000000000, propagate_forward_time: 5.5527715683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4105997086
validation[          , genome  6939] predictions:    9678/  10000 (96.78%), best:    9779/10000 (97.79%), error:      1077.43542, best error:       739.89398 on epoch:    35, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 72.5371093750s, input_fired_time: 1.3723107576, output_fired_time: 0.9305609465, propagate_forward_time: 27.7992401123, propagate_backward_time: 40.0862922668, weight_update_time: 0.0927747339, other_time: 2.3487052917
epoch time: 6.1484823227s, input_fired_time: 0.1533979177, output_fired_time: 0.0000000000, propagate_forward_time: 5.5803341866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4147500992
validation[          , genome  6939] predictions:    9759/  10000 (97.59%), best:    9779/10000 (97.79%), error:       802.74811, best error:       739.89398 on epoch:    35, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 72.3334579468s, input_fired_time: 1.3230671883, output_fired_time: 0.9160991311, propagate_forward_time: 27.8308467865, propagate_backward_time: 40.0380363464, weight_update_time: 0.0889318734, other_time: 2.2254066467
epoch time: 6.0907211304s, input_fired_time: 0.1513677984, output_fired_time: 0.0000000000, propagate_forward_time: 5.5365142822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4028391838
validation[          , genome  6939] predictions:    9707/  10000 (97.07%), best:    9779/10000 (97.79%), error:       981.39520, best error:       739.89398 on epoch:    35, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 72.5702133179s, input_fired_time: 1.3525644541, output_fired_time: 0.9218425751, propagate_forward_time: 27.9073734283, propagate_backward_time: 40.0477600098, weight_update_time: 0.0907678008, other_time: 2.3406753540
epoch time: 6.1738076210s, input_fired_time: 0.1555536091, output_fired_time: 0.0000000000, propagate_forward_time: 5.5960741043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4221796989
validation[          , genome  6939] predictions:    9773/  10000 (97.73%), best:    9779/10000 (97.79%), error:       778.10596, best error:       739.89398 on epoch:    35, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 72.7804946899s, input_fired_time: 1.3835002184, output_fired_time: 0.9228723049, propagate_forward_time: 27.9014072418, propagate_backward_time: 40.1974220276, weight_update_time: 0.0929721668, other_time: 2.3752937317
epoch time: 6.1353907585s, input_fired_time: 0.1470255703, output_fired_time: 0.0000000000, propagate_forward_time: 5.5912609100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3971042633
validation[          , genome  6939] predictions:    9702/  10000 (97.02%), best:    9779/10000 (97.79%), error:       983.21857, best error:       739.89398 on epoch:    35, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 72.9060668945s, input_fired_time: 1.3818489313, output_fired_time: 0.9323520064, propagate_forward_time: 28.0021705627, propagate_backward_time: 40.2334175110, weight_update_time: 0.0928755850, other_time: 2.3562774658
epoch time: 6.1430420876s, input_fired_time: 0.1517099291, output_fired_time: 0.0000000000, propagate_forward_time: 5.5839214325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4074106216
validation[          , genome  6939] predictions:    9779/  10000 (97.79%), best:    9779/10000 (97.79%), error:       748.07727, best error:       739.89398 on epoch:    35, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 72.9575042725s, input_fired_time: 1.3941006660, output_fired_time: 0.9225318432, propagate_forward_time: 27.9940490723, propagate_backward_time: 40.2455215454, weight_update_time: 0.0937545523, other_time: 2.4012985229
epoch time: 6.2419257164s, input_fired_time: 0.1549862325, output_fired_time: 0.0000000000, propagate_forward_time: 5.6384496689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4484896660
validation[          , genome  6939] predictions:    9757/  10000 (97.57%), best:    9779/10000 (97.79%), error:       825.75269, best error:       739.89398 on epoch:    35, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 72.3411941528s, input_fired_time: 1.3314068317, output_fired_time: 0.9177628756, propagate_forward_time: 27.8026332855, propagate_backward_time: 40.0454368591, weight_update_time: 0.0879758522, other_time: 2.2439537048
epoch time: 6.0600667000s, input_fired_time: 0.1407576203, output_fired_time: 0.0000000000, propagate_forward_time: 5.5303778648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3889312744
validation[          , genome  6939] predictions:    9750/  10000 (97.50%), best:    9779/10000 (97.79%), error:       814.48322, best error:       739.89398 on epoch:    35, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 72.9698562622s, input_fired_time: 1.3900212049, output_fired_time: 0.9271309972, propagate_forward_time: 28.0060977936, propagate_backward_time: 40.2965621948, weight_update_time: 0.0922013745, other_time: 2.3500442505
epoch time: 6.1612849236s, input_fired_time: 0.1552662104, output_fired_time: 0.0000000000, propagate_forward_time: 5.5928244591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4131941795
validation[          , genome  6939] predictions:    9778/  10000 (97.78%), best:    9779/10000 (97.79%), error:       807.47632, best error:       739.89398 on epoch:    35, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 72.4129104614s, input_fired_time: 1.3716546297, output_fired_time: 0.9180620313, propagate_forward_time: 27.7994537354, propagate_backward_time: 39.9882583618, weight_update_time: 0.0915986300, other_time: 2.3354797363
epoch time: 6.1461524963s, input_fired_time: 0.1588331312, output_fired_time: 0.0000000000, propagate_forward_time: 5.5706982613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4166212082
validation[          , genome  6939] predictions:    9650/  10000 (96.50%), best:    9779/10000 (97.79%), error:      1146.43933, best error:       739.89398 on epoch:    35, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 72.4276962280s, input_fired_time: 1.3268377781, output_fired_time: 0.9208534360, propagate_forward_time: 27.8221721649, propagate_backward_time: 40.0983734131, weight_update_time: 0.0877510011, other_time: 2.2594604492
epoch time: 6.1079554558s, input_fired_time: 0.1425831467, output_fired_time: 0.0000000000, propagate_forward_time: 5.5663571358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3990149498
validation[          , genome  6939] predictions:    9728/  10000 (97.28%), best:    9779/10000 (97.79%), error:       890.89764, best error:       739.89398 on epoch:    35, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 72.5988769531s, input_fired_time: 1.3731939793, output_fired_time: 0.9159584045, propagate_forward_time: 27.8402042389, propagate_backward_time: 40.2045402527, weight_update_time: 0.0892259106, other_time: 2.2649803162
epoch time: 6.2208714485s, input_fired_time: 0.1481162459, output_fired_time: 0.0000000000, propagate_forward_time: 5.6621923447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4105629921
validation[          , genome  6939] predictions:    9788/  10000 (97.88%), best:    9788/10000 (97.88%), error:       729.76898, best error:       729.76898 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 72.2479171753s, input_fired_time: 1.3270242214, output_fired_time: 0.9156633019, propagate_forward_time: 27.7632122040, propagate_backward_time: 40.0377540588, weight_update_time: 0.0869815126, other_time: 2.2042579651
epoch time: 6.1698465347s, input_fired_time: 0.1574889421, output_fired_time: 0.0000000000, propagate_forward_time: 5.5862717628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4260859489
validation[          , genome  6939] predictions:    9769/  10000 (97.69%), best:    9788/10000 (97.88%), error:       782.34937, best error:       729.76898 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 73.4887084961s, input_fired_time: 1.3912996054, output_fired_time: 0.9319273829, propagate_forward_time: 28.1242752075, propagate_backward_time: 40.6406822205, weight_update_time: 0.0922753364, other_time: 2.4005241394
epoch time: 6.1462006569s, input_fired_time: 0.1563075185, output_fired_time: 0.0000000000, propagate_forward_time: 5.5709400177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4189529419
validation[          , genome  6939] predictions:    9766/  10000 (97.66%), best:    9788/10000 (97.88%), error:       806.77985, best error:       729.76898 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 72.8907775879s, input_fired_time: 1.4056133032, output_fired_time: 0.9257364869, propagate_forward_time: 27.9516544342, propagate_backward_time: 40.2181167603, weight_update_time: 0.0938469917, other_time: 2.3896560669
epoch time: 6.1911983490s, input_fired_time: 0.1582783312, output_fired_time: 0.0000000000, propagate_forward_time: 5.6155362129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4173836708
validation[          , genome  6939] predictions:    9757/  10000 (97.57%), best:    9788/10000 (97.88%), error:       779.66870, best error:       729.76898 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 72.9863586426s, input_fired_time: 1.3646789789, output_fired_time: 0.9231500030, propagate_forward_time: 28.0270977020, propagate_backward_time: 40.4138526917, weight_update_time: 0.0879501700, other_time: 2.2575798035
epoch time: 6.2804064751s, input_fired_time: 0.1509862542, output_fired_time: 0.0000000000, propagate_forward_time: 5.7265181541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4029021263
validation[          , genome  6939] predictions:    9714/  10000 (97.14%), best:    9788/10000 (97.88%), error:      1015.87787, best error:       729.76898 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 72.4969253540s, input_fired_time: 1.3620316982, output_fired_time: 0.9163116813, propagate_forward_time: 27.8668155670, propagate_backward_time: 40.0476989746, weight_update_time: 0.0900251493, other_time: 2.3040695190
epoch time: 6.1070547104s, input_fired_time: 0.1489480436, output_fired_time: 0.0000000000, propagate_forward_time: 5.5536808968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4044256210
validation[          , genome  6939] predictions:    9770/  10000 (97.70%), best:    9788/10000 (97.88%), error:       828.12836, best error:       729.76898 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 72.7994689941s, input_fired_time: 1.3733633757, output_fired_time: 0.9222483635, propagate_forward_time: 27.9370555878, propagate_backward_time: 40.2199668884, weight_update_time: 0.0920452476, other_time: 2.3468360901
epoch time: 6.1059336662s, input_fired_time: 0.1538175792, output_fired_time: 0.0000000000, propagate_forward_time: 5.5428977013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4092183113
validation[          , genome  6939] predictions:    9727/  10000 (97.27%), best:    9788/10000 (97.88%), error:       850.38251, best error:       729.76898 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 72.8083724976s, input_fired_time: 1.3713504076, output_fired_time: 0.9205956459, propagate_forward_time: 27.9175624847, propagate_backward_time: 40.2480010986, weight_update_time: 0.0926483795, other_time: 2.3508605957
epoch time: 6.1569476128s, input_fired_time: 0.1551809311, output_fired_time: 0.0000000000, propagate_forward_time: 5.5887703896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4129962921
validation[          , genome  6939] predictions:    9785/  10000 (97.85%), best:    9788/10000 (97.88%), error:       737.71283, best error:       729.76898 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 72.7619476318s, input_fired_time: 1.3704584837, output_fired_time: 0.9207040071, propagate_forward_time: 27.9811096191, propagate_backward_time: 40.1507377625, weight_update_time: 0.0915802568, other_time: 2.3389320374
epoch time: 6.2901601791s, input_fired_time: 0.1758652776, output_fired_time: 0.0000000000, propagate_forward_time: 5.6939148903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4203801155
validation[          , genome  6939] predictions:    9762/  10000 (97.62%), best:    9788/10000 (97.88%), error:       774.13495, best error:       729.76898 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 72.8141403198s, input_fired_time: 1.3814976215, output_fired_time: 0.9249635935, propagate_forward_time: 27.9435424805, propagate_backward_time: 40.2185020447, weight_update_time: 0.0917858928, other_time: 2.3456306458
epoch time: 6.1889052391s, input_fired_time: 0.1437492371, output_fired_time: 0.0000000000, propagate_forward_time: 5.6369948387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4081611633
validation[          , genome  6939] predictions:    9751/  10000 (97.51%), best:    9788/10000 (97.88%), error:       892.88275, best error:       729.76898 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 73.4500198364s, input_fired_time: 1.3665106297, output_fired_time: 0.9362666607, propagate_forward_time: 28.2588386536, propagate_backward_time: 40.5662269592, weight_update_time: 0.0890795365, other_time: 2.3221817017
epoch time: 6.1832118034s, input_fired_time: 0.1453016102, output_fired_time: 0.0000000000, propagate_forward_time: 5.6314682961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4064416885
validation[          , genome  6939] predictions:    9756/  10000 (97.56%), best:    9788/10000 (97.88%), error:       825.50043, best error:       729.76898 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 72.7779159546s, input_fired_time: 1.3373652697, output_fired_time: 0.9235098958, propagate_forward_time: 27.9339408875, propagate_backward_time: 40.3179321289, weight_update_time: 0.0870094895, other_time: 2.2651710510
epoch time: 6.1566934586s, input_fired_time: 0.1462487876, output_fired_time: 0.0000000000, propagate_forward_time: 5.6015028954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4089417458
validation[          , genome  6939] predictions:    9780/  10000 (97.80%), best:    9788/10000 (97.88%), error:       734.84100, best error:       729.76898 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 72.8443145752s, input_fired_time: 1.3225308657, output_fired_time: 0.9234627485, propagate_forward_time: 28.0001258850, propagate_backward_time: 40.3715133667, weight_update_time: 0.0873060822, other_time: 2.2266807556
epoch time: 6.1792030334s, input_fired_time: 0.1412081420, output_fired_time: 0.0000000000, propagate_forward_time: 5.6501069069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3878879547
validation[          , genome  6939] predictions:    9780/  10000 (97.80%), best:    9788/10000 (97.88%), error:       786.81866, best error:       729.76898 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 72.5525054932s, input_fired_time: 1.3626681566, output_fired_time: 0.9379162192, propagate_forward_time: 27.8936309814, propagate_backward_time: 40.0579185486, weight_update_time: 0.0901343077, other_time: 2.3003654480
epoch time: 6.2203354836s, input_fired_time: 0.1557089090, output_fired_time: 0.0000000000, propagate_forward_time: 5.6483001709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4163265228
validation[          , genome  6939] predictions:    9674/  10000 (96.74%), best:    9788/10000 (97.88%), error:      1144.05017, best error:       729.76898 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 72.3890228271s, input_fired_time: 1.3617354631, output_fired_time: 0.9167845845, propagate_forward_time: 27.7641162872, propagate_backward_time: 40.0861015320, weight_update_time: 0.0886090249, other_time: 2.2602882385
epoch time: 6.0935935974s, input_fired_time: 0.1458376944, output_fired_time: 0.0000000000, propagate_forward_time: 5.5523653030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3953905106
validation[          , genome  6939] predictions:    9709/  10000 (97.09%), best:    9788/10000 (97.88%), error:      1076.05359, best error:       729.76898 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 72.8298034668s, input_fired_time: 1.3739517927, output_fired_time: 0.9207815528, propagate_forward_time: 28.0100765228, propagate_backward_time: 40.1950263977, weight_update_time: 0.0912921801, other_time: 2.3299598694
epoch time: 6.1345872879s, input_fired_time: 0.1529435664, output_fired_time: 0.0000000000, propagate_forward_time: 5.5676703453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4139733315
validation[          , genome  6939] predictions:    9766/  10000 (97.66%), best:    9788/10000 (97.88%), error:       796.78284, best error:       729.76898 on epoch:    54, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 72.4340057373s, input_fired_time: 1.3484643698, output_fired_time: 0.9177144766, propagate_forward_time: 27.8182239532, propagate_backward_time: 40.0844039917, weight_update_time: 0.0892784894, other_time: 2.2651977539
epoch time: 6.0738387108s, input_fired_time: 0.1394715160, output_fired_time: 0.0000000000, propagate_forward_time: 5.5427865982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3915805817
validation[          , genome  6939] predictions:    9715/  10000 (97.15%), best:    9788/10000 (97.88%), error:      1015.78265, best error:       729.76898 on epoch:    54, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 72.1010208130s, input_fired_time: 1.3125861883, output_fired_time: 0.9152239561, propagate_forward_time: 27.7413196564, propagate_backward_time: 39.9285087585, weight_update_time: 0.0871627852, other_time: 2.2033882141
epoch time: 6.0566072464s, input_fired_time: 0.1417095959, output_fired_time: 0.0000000000, propagate_forward_time: 5.5291829109, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3857145309
validation[          , genome  6939] predictions:    9788/  10000 (97.88%), best:    9788/10000 (97.88%), error:       743.68262, best error:       729.76898 on epoch:    54, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 72.4528198242s, input_fired_time: 1.3508183956, output_fired_time: 0.9204240441, propagate_forward_time: 27.9116802216, propagate_backward_time: 40.0030860901, weight_update_time: 0.0880518183, other_time: 2.2668113708
epoch time: 6.1444077492s, input_fired_time: 0.1542781293, output_fired_time: 0.0000000000, propagate_forward_time: 5.5774774551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4126520157
validation[          , genome  6939] predictions:    9720/  10000 (97.20%), best:    9788/10000 (97.88%), error:       921.11542, best error:       729.76898 on epoch:    54, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 73.2626190186s, input_fired_time: 1.3932564259, output_fired_time: 0.9519681931, propagate_forward_time: 28.1123924255, propagate_backward_time: 40.4228134155, weight_update_time: 0.0927944779, other_time: 2.3821907043
epoch time: 6.1184949875s, input_fired_time: 0.1556132734, output_fired_time: 0.0000000000, propagate_forward_time: 5.5483655930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4145159721
validation[          , genome  6939] predictions:    9729/  10000 (97.29%), best:    9788/10000 (97.88%), error:       919.02301, best error:       729.76898 on epoch:    54, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 73.1018066406s, input_fired_time: 1.3957140446, output_fired_time: 0.9289849997, propagate_forward_time: 28.0140991211, propagate_backward_time: 40.3807525635, weight_update_time: 0.0937876552, other_time: 2.3822555542
epoch time: 6.2453064919s, input_fired_time: 0.1525738239, output_fired_time: 0.0000000000, propagate_forward_time: 5.6768407822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4158916473
validation[          , genome  6939] predictions:    9794/  10000 (97.94%), best:    9788/10000 (97.88%), error:       746.05511, best error:       729.76898 on epoch:    54, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 72.0923461914s, input_fired_time: 1.3148941994, output_fired_time: 0.9145358801, propagate_forward_time: 27.7816352844, propagate_backward_time: 39.8904838562, weight_update_time: 0.0867566764, other_time: 2.1907958984
epoch time: 6.2831597328s, input_fired_time: 0.1411494017, output_fired_time: 0.0000000000, propagate_forward_time: 5.7175054550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4245047569
validation[          , genome  6939] predictions:    9790/  10000 (97.90%), best:    9788/10000 (97.88%), error:       738.33221, best error:       729.76898 on epoch:    54, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 73.0062255859s, input_fired_time: 1.3878258467, output_fired_time: 0.9249373078, propagate_forward_time: 27.9570617676, propagate_backward_time: 40.3469314575, weight_update_time: 0.0926843211, other_time: 2.3894729614
epoch time: 6.1321020126s, input_fired_time: 0.1532496959, output_fired_time: 0.0000000000, propagate_forward_time: 5.5676050186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4112472534
validation[          , genome  6939] predictions:    9763/  10000 (97.63%), best:    9788/10000 (97.88%), error:       754.62708, best error:       729.76898 on epoch:    54, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 72.6230392456s, input_fired_time: 1.3603594303, output_fired_time: 0.9225090146, propagate_forward_time: 27.8417091370, propagate_backward_time: 40.2522354126, weight_update_time: 0.0875149369, other_time: 2.2462272644
epoch time: 6.0719337463s, input_fired_time: 0.1412291825, output_fired_time: 0.0000000000, propagate_forward_time: 5.5408926010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3898119926
validation[          , genome  6939] predictions:    9754/  10000 (97.54%), best:    9788/10000 (97.88%), error:       822.93591, best error:       729.76898 on epoch:    54, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 72.3577423096s, input_fired_time: 1.3393213749, output_fired_time: 0.9171896577, propagate_forward_time: 27.8152313232, propagate_backward_time: 40.0132713318, weight_update_time: 0.0891866460, other_time: 2.2727241516
epoch time: 6.1865849495s, input_fired_time: 0.1465349495, output_fired_time: 0.0000000000, propagate_forward_time: 5.6374111176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4026389122
validation[          , genome  6939] predictions:    9784/  10000 (97.84%), best:    9788/10000 (97.88%), error:       762.62494, best error:       729.76898 on epoch:    54, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 72.8981018066s, input_fired_time: 1.3521088362, output_fired_time: 0.9307950139, propagate_forward_time: 27.9232807159, propagate_backward_time: 40.3914566040, weight_update_time: 0.0883151740, other_time: 2.3004608154
epoch time: 6.2815566063s, input_fired_time: 0.1533357799, output_fired_time: 0.0000000000, propagate_forward_time: 5.7107543945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4174666405
validation[          , genome  6939] predictions:    9790/  10000 (97.90%), best:    9788/10000 (97.88%), error:       752.69342, best error:       729.76898 on epoch:    54, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 73.0404586792s, input_fired_time: 1.3797605038, output_fired_time: 0.9255864024, propagate_forward_time: 28.0076732635, propagate_backward_time: 40.3678665161, weight_update_time: 0.0919813588, other_time: 2.3595733643
epoch time: 6.1168160439s, input_fired_time: 0.1418654770, output_fired_time: 0.0000000000, propagate_forward_time: 5.5835933685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3913574219
validation[          , genome  6939] predictions:    9769/  10000 (97.69%), best:    9788/10000 (97.88%), error:       814.54541, best error:       729.76898 on epoch:    54, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 72.7119598389s, input_fired_time: 1.4020664692, output_fired_time: 0.9193872809, propagate_forward_time: 27.8908519745, propagate_backward_time: 40.2002601624, weight_update_time: 0.0901006609, other_time: 2.2993888855
epoch time: 6.1328587532s, input_fired_time: 0.1483670473, output_fired_time: 0.0000000000, propagate_forward_time: 5.5813307762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4031610489
validation[          , genome  6939] predictions:    9722/  10000 (97.22%), best:    9788/10000 (97.88%), error:       933.40851, best error:       729.76898 on epoch:    54, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 72.7279129028s, input_fired_time: 1.3746833801, output_fired_time: 0.9233667850, propagate_forward_time: 27.9040260315, propagate_backward_time: 40.1690902710, weight_update_time: 0.0948627666, other_time: 2.3567390442
epoch time: 6.0623345375s, input_fired_time: 0.1399701685, output_fired_time: 0.0000000000, propagate_forward_time: 5.5281705856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3941936493
validation[          , genome  6939] predictions:    9752/  10000 (97.52%), best:    9788/10000 (97.88%), error:       865.60938, best error:       729.76898 on epoch:    54, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 72.4485015869s, input_fired_time: 1.3566617966, output_fired_time: 0.9169694185, propagate_forward_time: 27.8561859131, propagate_backward_time: 40.0354042053, weight_update_time: 0.0894075632, other_time: 2.2832832336
epoch time: 6.0722107887s, input_fired_time: 0.1506161690, output_fired_time: 0.0000000000, propagate_forward_time: 5.5136837959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4079108238
validation[          , genome  6939] predictions:    9792/  10000 (97.92%), best:    9788/10000 (97.88%), error:       740.72345, best error:       729.76898 on epoch:    54, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 72.9019165039s, input_fired_time: 1.4174479246, output_fired_time: 0.9194524884, propagate_forward_time: 27.9607295990, propagate_backward_time: 40.2481689453, weight_update_time: 0.0923480913, other_time: 2.3561172485
epoch time: 6.1215839386s, input_fired_time: 0.1452162117, output_fired_time: 0.0000000000, propagate_forward_time: 5.5782241821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3981437683
validation[          , genome  6939] predictions:    9732/  10000 (97.32%), best:    9788/10000 (97.88%), error:       879.81427, best error:       729.76898 on epoch:    54, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 72.3542938232s, input_fired_time: 1.3425868750, output_fired_time: 0.9159005880, propagate_forward_time: 27.8015632629, propagate_backward_time: 40.0386161804, weight_update_time: 0.0883351490, other_time: 2.2556228638
epoch time: 6.1673378944s, input_fired_time: 0.1532831937, output_fired_time: 0.0000000000, propagate_forward_time: 5.5978007317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4162540436
validation[          , genome  6939] predictions:    9768/  10000 (97.68%), best:    9788/10000 (97.88%), error:       781.10248, best error:       729.76898 on epoch:    54, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 72.5262756348s, input_fired_time: 1.3829944134, output_fired_time: 0.9172366858, propagate_forward_time: 27.8164806366, propagate_backward_time: 40.0877151489, weight_update_time: 0.0909255072, other_time: 2.3218460083
epoch time: 6.0481381416s, input_fired_time: 0.1414033175, output_fired_time: 0.0000000000, propagate_forward_time: 5.5149846077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3917503357
validation[          , genome  6939] predictions:    9811/  10000 (98.11%), best:    9811/10000 (98.11%), error:       711.35645, best error:       711.35645 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 72.9131774902s, input_fired_time: 1.3537474871, output_fired_time: 0.9254292250, propagate_forward_time: 27.9336681366, propagate_backward_time: 40.3949279785, weight_update_time: 0.0898269862, other_time: 2.3054046631
epoch time: 6.2657618523s, input_fired_time: 0.1510874927, output_fired_time: 0.0000000000, propagate_forward_time: 5.6657972336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4488773346
validation[          , genome  6939] predictions:    9744/  10000 (97.44%), best:    9811/10000 (98.11%), error:       843.10986, best error:       711.35645 on epoch:    86, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 72.7747573853s, input_fired_time: 1.3378473520, output_fired_time: 0.9162665606, propagate_forward_time: 28.0690536499, propagate_backward_time: 40.1835861206, weight_update_time: 0.0881291255, other_time: 2.2680053711
epoch time: 6.0393900871s, input_fired_time: 0.1407253295, output_fired_time: 0.0000000000, propagate_forward_time: 5.5118551254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3868098259
validation[          , genome  6939] predictions:    9776/  10000 (97.76%), best:    9811/10000 (98.11%), error:       800.10358, best error:       711.35645 on epoch:    86, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 73.0025024414s, input_fired_time: 1.3662158251, output_fired_time: 0.9261398315, propagate_forward_time: 27.9683818817, propagate_backward_time: 40.4227714539, weight_update_time: 0.0906835347, other_time: 2.3189888000
epoch time: 6.1362462044s, input_fired_time: 0.1550903469, output_fired_time: 0.0000000000, propagate_forward_time: 5.5641636848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4169921875
validation[          , genome  6939] predictions:    9804/  10000 (98.04%), best:    9804/10000 (98.04%), error:       710.52325, best error:       710.52325 on epoch:    89, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 72.7049789429s, input_fired_time: 1.3441923857, output_fired_time: 0.9547895193, propagate_forward_time: 28.0149993896, propagate_backward_time: 40.1046028137, weight_update_time: 0.0882530808, other_time: 2.2863960266
epoch time: 6.2925615311s, input_fired_time: 0.1489316672, output_fired_time: 0.0000000000, propagate_forward_time: 5.7034420967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4401879311
validation[          , genome  6939] predictions:    9771/  10000 (97.71%), best:    9804/10000 (98.04%), error:       810.60730, best error:       710.52325 on epoch:    89, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 72.6884307861s, input_fired_time: 1.3800861835, output_fired_time: 0.9518312812, propagate_forward_time: 27.9372005463, propagate_backward_time: 40.0926322937, weight_update_time: 0.0909533203, other_time: 2.3266792297
epoch time: 6.0851411819s, input_fired_time: 0.1422227174, output_fired_time: 0.0000000000, propagate_forward_time: 5.5444841385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3984341621
validation[          , genome  6939] predictions:    9791/  10000 (97.91%), best:    9804/10000 (98.04%), error:       746.07111, best error:       710.52325 on epoch:    89, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 72.5000610352s, input_fired_time: 1.3728593588, output_fired_time: 0.9190009236, propagate_forward_time: 27.8226890564, propagate_backward_time: 40.0867042542, weight_update_time: 0.0905975699, other_time: 2.2988128662
epoch time: 6.1671657562s, input_fired_time: 0.1558753699, output_fired_time: 0.0000000000, propagate_forward_time: 5.5915946960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4196958542
validation[          , genome  6939] predictions:    9654/  10000 (96.54%), best:    9804/10000 (98.04%), error:      1143.05676, best error:       710.52325 on epoch:    89, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 72.7112197876s, input_fired_time: 1.3741863966, output_fired_time: 0.9201355577, propagate_forward_time: 27.9484806061, propagate_backward_time: 40.1245536804, weight_update_time: 0.0919091702, other_time: 2.3438682556
epoch time: 6.1518716812s, input_fired_time: 0.1555855125, output_fired_time: 0.0000000000, propagate_forward_time: 5.5854659081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4108204842
validation[          , genome  6939] predictions:    9784/  10000 (97.84%), best:    9804/10000 (98.04%), error:       764.03705, best error:       710.52325 on epoch:    89, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 72.9713058472s, input_fired_time: 1.3937758207, output_fired_time: 0.9229568839, propagate_forward_time: 28.0119037628, propagate_backward_time: 40.2718887329, weight_update_time: 0.0928910449, other_time: 2.3707809448
epoch time: 6.2709598541s, input_fired_time: 0.1460421979, output_fired_time: 0.0000000000, propagate_forward_time: 5.7320008278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3929166794
validation[          , genome  6939] predictions:    9734/  10000 (97.34%), best:    9804/10000 (98.04%), error:       919.05798, best error:       710.52325 on epoch:    89, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 72.1832809448s, input_fired_time: 1.3315885067, output_fired_time: 0.9247291088, propagate_forward_time: 27.7183265686, propagate_backward_time: 39.9624328613, weight_update_time: 0.0886406451, other_time: 2.2462043762
epoch time: 6.2068376541s, input_fired_time: 0.1564359814, output_fired_time: 0.0000000000, propagate_forward_time: 5.6295852661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4208164215
validation[          , genome  6939] predictions:    9775/  10000 (97.75%), best:    9804/10000 (98.04%), error:       796.92255, best error:       710.52325 on epoch:    89, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 72.6928482056s, input_fired_time: 1.3673664331, output_fired_time: 0.9207699895, propagate_forward_time: 27.9686908722, propagate_backward_time: 40.1511955261, weight_update_time: 0.0900259092, other_time: 2.2848320007
epoch time: 6.1799345016s, input_fired_time: 0.1554256976, output_fired_time: 0.0000000000, propagate_forward_time: 5.6148056984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4097032547
validation[          , genome  6939] predictions:    9802/  10000 (98.02%), best:    9802/10000 (98.02%), error:       709.71918, best error:       709.71918 on epoch:    96, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 72.6472320557s, input_fired_time: 1.3555769920, output_fired_time: 0.9245382547, propagate_forward_time: 27.7935581207, propagate_backward_time: 40.2719459534, weight_update_time: 0.0893564075, other_time: 2.3016166687
epoch time: 6.2184181213s, input_fired_time: 0.1530827731, output_fired_time: 0.0000000000, propagate_forward_time: 5.6360006332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4293346405
validation[          , genome  6939] predictions:    9795/  10000 (97.95%), best:    9802/10000 (98.02%), error:       784.03583, best error:       709.71918 on epoch:    96, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 72.5101394653s, input_fired_time: 1.3565455675, output_fired_time: 0.9151387811, propagate_forward_time: 27.9057521820, propagate_backward_time: 40.0932388306, weight_update_time: 0.0875179991, other_time: 2.2394638062
epoch time: 6.0495963097s, input_fired_time: 0.1396827549, output_fired_time: 0.0000000000, propagate_forward_time: 5.5222611427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3876523972
validation[          , genome  6939] predictions:    9779/  10000 (97.79%), best:    9802/10000 (98.02%), error:       836.62177, best error:       709.71918 on epoch:    96, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 72.1157379150s, input_fired_time: 1.3220243454, output_fired_time: 0.9120118618, propagate_forward_time: 27.7240390778, propagate_backward_time: 39.9426918030, weight_update_time: 0.0864015743, other_time: 2.2149772644
epoch time: 6.0451426506s, input_fired_time: 0.1433189213, output_fired_time: 0.0000000000, propagate_forward_time: 5.5117368698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3900866508
validation[          , genome  6939] predictions:    9771/  10000 (97.71%), best:    9802/10000 (98.02%), error:       816.92834, best error:       709.71918 on epoch:    96, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 72.5158004761s, input_fired_time: 1.3402079344, output_fired_time: 0.9155575037, propagate_forward_time: 27.8125991821, propagate_backward_time: 40.1841506958, weight_update_time: 0.0885553956, other_time: 2.2632827759
epoch time: 6.0922312737s, input_fired_time: 0.1450780034, output_fired_time: 0.0000000000, propagate_forward_time: 5.5534934998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3936595917
validation[          , genome  6939] predictions:    9785/  10000 (97.85%), best:    9802/10000 (98.02%), error:       776.75165, best error:       709.71918 on epoch:    96, 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: 30.3264579773s, input_fired_time: 0.7142657042, output_fired_time: 0.0000000000, propagate_forward_time: 27.6260662079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9861259460
best training[          , genome  6939] predictions:   49767/  50000 (99.53%), best:    9802/10000 (98.02%), error:      1064.18579, best error:       709.71918 on epoch:    96, 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: 6.0702524185s, input_fired_time: 0.1421664208, output_fired_time: 0.0000000000, propagate_forward_time: 5.5354685783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3926172256
   testing[          , genome  6939] predictions:    9817/  10000 (98.17%), best:    9802/10000 (98.02%), error:       619.16443, best error:       709.71918 on epoch:    96, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
03:59:59 (27608): called boinc_finish(0)

</stderr_txt>
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