Nameexact_genome_1512568488_45_3382_0
Workunit2588109
Created7 Dec 2017, 4:24:53 UTC
Sent7 Dec 2017, 4:32:05 UTC
Report deadline9 Dec 2017, 6:21:35 UTC
Received7 Dec 2017, 5:50:43 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time1 hours 18 min 15 sec
CPU time1 hours 14 min 54 sec
Validate stateValid
Credit519.01
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size151.54 MB
Peak swap size156.37 MB
Peak disk usage1.72 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0351987109, output_fired_time: 0.0000000000, propagate_forward_time: 3.0775749683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4052779675
validation[          , genome  3382] predictions:    9541/  10000 (95.41%), best:    9558/10000 (95.58%), error:      1452.32861, best error:      1408.90906 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 40.7376136780s, input_fired_time: 0.2742069662, output_fired_time: 0.2753649652, propagate_forward_time: 15.0071887970, propagate_backward_time: 22.8623790741, weight_update_time: 0.1415742040, other_time: 2.3184738159
epoch time: 3.4525976181s, input_fired_time: 0.0342975259, output_fired_time: 0.0000000000, propagate_forward_time: 3.0255053043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3927948475
validation[          , genome  3382] predictions:    9575/  10000 (95.75%), best:    9558/10000 (95.58%), error:      1428.86865, best error:      1408.90906 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 40.9392967224s, input_fired_time: 0.2745522857, output_fired_time: 0.2727455199, propagate_forward_time: 15.1638479233, propagate_backward_time: 22.9808197021, weight_update_time: 0.1380459070, other_time: 2.2473297119
epoch time: 3.4720520973s, input_fired_time: 0.0353133790, output_fired_time: 0.0000000000, propagate_forward_time: 3.0347242355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4020144939
validation[          , genome  3382] predictions:    9574/  10000 (95.74%), best:    9574/10000 (95.74%), error:      1403.49707, best error:      1403.49707 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 40.6385955811s, input_fired_time: 0.2719219625, output_fired_time: 0.2750591934, propagate_forward_time: 15.0382966995, propagate_backward_time: 22.7974472046, weight_update_time: 0.1387465745, other_time: 2.2558708191
epoch time: 3.3638570309s, input_fired_time: 0.0342011526, output_fired_time: 0.0000000000, propagate_forward_time: 2.9407415390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3889143467
validation[          , genome  3382] predictions:    9493/  10000 (94.93%), best:    9574/10000 (95.74%), error:      1618.38110, best error:      1403.49707 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 39.7425308228s, input_fired_time: 0.2685342431, output_fired_time: 0.2689895630, propagate_forward_time: 14.6721544266, propagate_backward_time: 22.2962589264, weight_update_time: 0.1349484026, other_time: 2.2365932465
epoch time: 3.4185898304s, input_fired_time: 0.0350897796, output_fired_time: 0.0000000000, propagate_forward_time: 2.9879236221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3955764771
validation[          , genome  3382] predictions:    9590/  10000 (95.90%), best:    9590/10000 (95.90%), error:      1357.32288, best error:      1357.32288 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 40.6194458008s, input_fired_time: 0.2694496512, output_fired_time: 0.2738882303, propagate_forward_time: 15.0115909576, propagate_backward_time: 22.8081626892, weight_update_time: 0.1387944669, other_time: 2.2563533783
epoch time: 3.4847013950s, input_fired_time: 0.0353352800, output_fired_time: 0.0000000000, propagate_forward_time: 3.0451092720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4042568207
validation[          , genome  3382] predictions:    9533/  10000 (95.33%), best:    9590/10000 (95.90%), error:      1498.70190, best error:      1357.32288 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 40.6253852844s, input_fired_time: 0.2719910443, output_fired_time: 0.2760023177, propagate_forward_time: 15.0258731842, propagate_backward_time: 22.7947826385, weight_update_time: 0.1385418624, other_time: 2.2567367554
epoch time: 3.3426251411s, input_fired_time: 0.0344229229, output_fired_time: 0.0000000000, propagate_forward_time: 2.9162375927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3919646740
validation[          , genome  3382] predictions:    9585/  10000 (95.85%), best:    9590/10000 (95.90%), error:      1374.75623, best error:      1357.32288 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 39.8929824829s, input_fired_time: 0.2731058896, output_fired_time: 0.2736233175, propagate_forward_time: 14.4445581436, propagate_backward_time: 22.4834842682, weight_update_time: 0.1407943815, other_time: 2.4182109833
epoch time: 3.4961214066s, input_fired_time: 0.0349938534, output_fired_time: 0.0000000000, propagate_forward_time: 3.0568873882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4042401314
validation[          , genome  3382] predictions:    9567/  10000 (95.67%), best:    9590/10000 (95.90%), error:      1393.10950, best error:      1357.32288 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 40.4125289917s, input_fired_time: 0.2738157213, output_fired_time: 0.2724136710, propagate_forward_time: 14.8534307480, propagate_backward_time: 22.7126827240, weight_update_time: 0.1409215629, other_time: 2.3001842499
epoch time: 3.4056422710s, input_fired_time: 0.0336820483, output_fired_time: 0.0000000000, propagate_forward_time: 2.9868369102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3851232529
validation[          , genome  3382] predictions:    9565/  10000 (95.65%), best:    9590/10000 (95.90%), error:      1382.78979, best error:      1357.32288 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 41.0944938660s, input_fired_time: 0.2743852437, output_fired_time: 0.2785402536, propagate_forward_time: 15.1884489059, propagate_backward_time: 23.0525417328, weight_update_time: 0.1408060789, other_time: 2.3005771637
epoch time: 3.4231278896s, input_fired_time: 0.0349049829, output_fired_time: 0.0000000000, propagate_forward_time: 2.9759926796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4122302532
validation[          , genome  3382] predictions:    9571/  10000 (95.71%), best:    9590/10000 (95.90%), error:      1397.58838, best error:      1357.32288 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 40.9380378723s, input_fired_time: 0.2748485506, output_fired_time: 0.2754835188, propagate_forward_time: 15.0773868561, propagate_backward_time: 22.9592208862, weight_update_time: 0.1397746205, other_time: 2.3510990143
epoch time: 3.5287165642s, input_fired_time: 0.0359248333, output_fired_time: 0.0000000000, propagate_forward_time: 3.0908288956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4019627571
validation[          , genome  3382] predictions:    9591/  10000 (95.91%), best:    9590/10000 (95.90%), error:      1376.35693, best error:      1357.32288 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 40.3331336975s, input_fired_time: 0.2714284360, output_fired_time: 0.2737047970, propagate_forward_time: 14.7805099487, propagate_backward_time: 22.6772613525, weight_update_time: 0.1385615021, other_time: 2.3302307129
epoch time: 2.9235157967s, input_fired_time: 0.0307326689, output_fired_time: 0.0000000000, propagate_forward_time: 2.5392575264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3535256386
validation[          , genome  3382] predictions:    9555/  10000 (95.55%), best:    9590/10000 (95.90%), error:      1418.36816, best error:      1357.32288 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 38.8694953918s, input_fired_time: 0.2689737678, output_fired_time: 0.2641450763, propagate_forward_time: 14.3330698013, propagate_backward_time: 21.7601947784, weight_update_time: 0.1365939230, other_time: 2.2431125641
epoch time: 3.6338779926s, input_fired_time: 0.0371799394, output_fired_time: 0.0000000000, propagate_forward_time: 3.1787497997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4179482460
validation[          , genome  3382] predictions:    9602/  10000 (96.02%), best:    9602/10000 (96.02%), error:      1283.92358, best error:      1283.92358 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 40.7088088989s, input_fired_time: 0.2734756172, output_fired_time: 0.2722385526, propagate_forward_time: 15.0492467880, propagate_backward_time: 22.8308982849, weight_update_time: 0.1390533447, other_time: 2.2829475403
epoch time: 3.4895684719s, input_fired_time: 0.0353254229, output_fired_time: 0.0000000000, propagate_forward_time: 3.0537505150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4004924297
validation[          , genome  3382] predictions:    9600/  10000 (96.00%), best:    9602/10000 (96.02%), error:      1289.35352, best error:      1283.92358 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 39.7674217224s, input_fired_time: 0.2723438740, output_fired_time: 0.2698700130, propagate_forward_time: 14.5108051300, propagate_backward_time: 22.3766136169, weight_update_time: 0.1376829445, other_time: 2.3377895355
epoch time: 3.5263366699s, input_fired_time: 0.0356088877, output_fired_time: 0.0000000000, propagate_forward_time: 3.0854477882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4052801132
validation[          , genome  3382] predictions:    9599/  10000 (95.99%), best:    9602/10000 (96.02%), error:      1317.11401, best error:      1283.92358 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 40.9238357544s, input_fired_time: 0.2735693455, output_fired_time: 0.2738178372, propagate_forward_time: 15.1001710892, propagate_backward_time: 22.9975872040, weight_update_time: 0.1399504244, other_time: 2.2786884308
epoch time: 3.3492949009s, input_fired_time: 0.0340274870, output_fired_time: 0.0000000000, propagate_forward_time: 2.9302752018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3849921227
validation[          , genome  3382] predictions:    9578/  10000 (95.78%), best:    9602/10000 (96.02%), error:      1311.66833, best error:      1283.92358 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 40.4205207825s, input_fired_time: 0.2744480371, output_fired_time: 0.2742548883, propagate_forward_time: 14.8876237869, propagate_backward_time: 22.6498374939, weight_update_time: 0.1404627413, other_time: 2.3343582153
epoch time: 3.5705091953s, input_fired_time: 0.0378856026, output_fired_time: 0.0000000000, propagate_forward_time: 3.1136517525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4189717770
validation[          , genome  3382] predictions:    9571/  10000 (95.71%), best:    9602/10000 (96.02%), error:      1371.13904, best error:      1283.92358 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 41.1405334473s, input_fired_time: 0.2754767835, output_fired_time: 0.2771498561, propagate_forward_time: 15.1798362732, propagate_backward_time: 23.1340332031, weight_update_time: 0.1383061558, other_time: 2.2740364075
epoch time: 3.4743435383s, input_fired_time: 0.0356418900, output_fired_time: 0.0000000000, propagate_forward_time: 3.0411500931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3975515366
validation[          , genome  3382] predictions:    9625/  10000 (96.25%), best:    9625/10000 (96.25%), error:      1264.54150, best error:      1264.54150 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 41.2571640015s, input_fired_time: 0.2762136459, output_fired_time: 0.2788165510, propagate_forward_time: 15.2703580856, propagate_backward_time: 23.1707286835, weight_update_time: 0.1393420845, other_time: 2.2610454559
epoch time: 3.5001304150s, input_fired_time: 0.0351214707, output_fired_time: 0.0000000000, propagate_forward_time: 3.0744204521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3905885220
validation[          , genome  3382] predictions:    9584/  10000 (95.84%), best:    9625/10000 (96.25%), error:      1355.28064, best error:      1264.54150 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 41.0453834534s, input_fired_time: 0.2765887380, output_fired_time: 0.2748807073, propagate_forward_time: 15.1891489029, propagate_backward_time: 23.0309486389, weight_update_time: 0.1387872100, other_time: 2.2738189697
epoch time: 3.5326125622s, input_fired_time: 0.0352785587, output_fired_time: 0.0000000000, propagate_forward_time: 3.0839748383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4133591652
validation[          , genome  3382] predictions:    9610/  10000 (96.10%), best:    9625/10000 (96.25%), error:      1290.56299, best error:      1264.54150 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 41.0491333008s, input_fired_time: 0.2765986025, output_fired_time: 0.2786163688, propagate_forward_time: 15.2036275864, propagate_backward_time: 23.0089683533, weight_update_time: 0.1399237365, other_time: 2.2813186646
epoch time: 3.4330351353s, input_fired_time: 0.0344399065, output_fired_time: 0.0000000000, propagate_forward_time: 2.9949021339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4036931992
validation[          , genome  3382] predictions:    9532/  10000 (95.32%), best:    9625/10000 (96.25%), error:      1497.00513, best error:      1264.54150 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 40.8861694336s, input_fired_time: 0.2743815780, output_fired_time: 0.2772592306, propagate_forward_time: 15.0996780396, propagate_backward_time: 22.9712047577, weight_update_time: 0.1393531859, other_time: 2.2636470795
epoch time: 3.5335576534s, input_fired_time: 0.0361395665, output_fired_time: 0.0000000000, propagate_forward_time: 3.0966303349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4007878304
validation[          , genome  3382] predictions:    9573/  10000 (95.73%), best:    9625/10000 (96.25%), error:      1463.01221, best error:      1264.54150 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 41.5137481689s, input_fired_time: 0.2780629396, output_fired_time: 0.2814563513, propagate_forward_time: 15.3955898285, propagate_backward_time: 23.2637615204, weight_update_time: 0.1403726637, other_time: 2.2948760986
epoch time: 3.1461987495s, input_fired_time: 0.0332339182, output_fired_time: 0.0000000000, propagate_forward_time: 2.6782786846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4346861839
validation[          , genome  3382] predictions:    9569/  10000 (95.69%), best:    9625/10000 (96.25%), error:      1398.55591, best error:      1264.54150 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 39.9167289734s, input_fired_time: 0.2712015808, output_fired_time: 0.2710138857, propagate_forward_time: 14.4914770126, propagate_backward_time: 22.5459518433, weight_update_time: 0.1404047906, other_time: 2.3370819092
epoch time: 3.6156675816s, input_fired_time: 0.0370714776, output_fired_time: 0.0000000000, propagate_forward_time: 3.1668763161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4117197990
validation[          , genome  3382] predictions:    9575/  10000 (95.75%), best:    9625/10000 (96.25%), error:      1380.76782, best error:      1264.54150 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 41.3889198303s, input_fired_time: 0.2801074684, output_fired_time: 0.2784297764, propagate_forward_time: 15.3410530090, propagate_backward_time: 23.2355899811, weight_update_time: 0.1397687793, other_time: 2.2537403107
epoch time: 3.4334650040s, input_fired_time: 0.0359962657, output_fired_time: 0.0000000000, propagate_forward_time: 2.9766097069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4208590984
validation[          , genome  3382] predictions:    9632/  10000 (96.32%), best:    9632/10000 (96.32%), error:      1222.07996, best error:      1222.07996 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 39.9471893311s, input_fired_time: 0.2732591033, output_fired_time: 0.2721644640, propagate_forward_time: 14.6276588440, propagate_backward_time: 22.5196781158, weight_update_time: 0.1370732486, other_time: 2.2544307709
epoch time: 3.4798860550s, input_fired_time: 0.0352388620, output_fired_time: 0.0000000000, propagate_forward_time: 3.0502061844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3944411278
validation[          , genome  3382] predictions:    9608/  10000 (96.08%), best:    9632/10000 (96.32%), error:      1249.33801, best error:      1222.07996 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 41.4701042175s, input_fired_time: 0.2829059362, output_fired_time: 0.2803357542, propagate_forward_time: 15.2592296600, propagate_backward_time: 23.2836151123, weight_update_time: 0.1433961540, other_time: 2.3640193939
epoch time: 3.4810128212s, input_fired_time: 0.0353901498, output_fired_time: 0.0000000000, propagate_forward_time: 3.0434124470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4022102356
validation[          , genome  3382] predictions:    9571/  10000 (95.71%), best:    9632/10000 (96.32%), error:      1412.07141, best error:      1222.07996 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 41.0820312500s, input_fired_time: 0.2764151990, output_fired_time: 0.2775101662, propagate_forward_time: 15.1842327118, propagate_backward_time: 23.0252475739, weight_update_time: 0.1406618953, other_time: 2.3186225891
epoch time: 3.4491117001s, input_fired_time: 0.0344970189, output_fired_time: 0.0000000000, propagate_forward_time: 3.0177428722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3968718052
validation[          , genome  3382] predictions:    9522/  10000 (95.22%), best:    9632/10000 (96.32%), error:      1526.69910, best error:      1222.07996 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 40.3823356628s, input_fired_time: 0.2736254036, output_fired_time: 0.2727831602, propagate_forward_time: 14.9131345749, propagate_backward_time: 22.6467037201, weight_update_time: 0.1374995708, other_time: 2.2760906219
epoch time: 3.5344576836s, input_fired_time: 0.0374977104, output_fired_time: 0.0000000000, propagate_forward_time: 3.1012523174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3957076073
validation[          , genome  3382] predictions:    9603/  10000 (96.03%), best:    9632/10000 (96.32%), error:      1231.93164, best error:      1222.07996 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 40.7802352905s, input_fired_time: 0.2744427025, output_fired_time: 0.2750804722, propagate_forward_time: 15.1284666061, propagate_backward_time: 22.8200836182, weight_update_time: 0.1399924606, other_time: 2.2821578979
epoch time: 3.5391566753s, input_fired_time: 0.0352084935, output_fired_time: 0.0000000000, propagate_forward_time: 3.0993895531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4045586586
validation[          , genome  3382] predictions:    9587/  10000 (95.87%), best:    9632/10000 (96.32%), error:      1313.94800, best error:      1222.07996 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 41.4372673035s, input_fired_time: 0.2788525522, output_fired_time: 0.2758187354, propagate_forward_time: 15.3786067963, propagate_backward_time: 23.2316207886, weight_update_time: 0.1392504871, other_time: 2.2723674774
epoch time: 3.3847973347s, input_fired_time: 0.0358882435, output_fired_time: 0.0000000000, propagate_forward_time: 2.9585499763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3903591633
validation[          , genome  3382] predictions:    9628/  10000 (96.28%), best:    9632/10000 (96.32%), error:      1231.82947, best error:      1222.07996 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 41.2031974792s, input_fired_time: 0.2787546813, output_fired_time: 0.2779979408, propagate_forward_time: 15.2055635452, propagate_backward_time: 23.0924205780, weight_update_time: 0.1404694915, other_time: 2.3484630585
epoch time: 3.5078876019s, input_fired_time: 0.0362100452, output_fired_time: 0.0000000000, propagate_forward_time: 3.0669796467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4046978951
validation[          , genome  3382] predictions:    9614/  10000 (96.14%), best:    9632/10000 (96.32%), error:      1276.49243, best error:      1222.07996 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 40.8202590942s, input_fired_time: 0.2798016667, output_fired_time: 0.2778516412, propagate_forward_time: 14.9666948318, propagate_backward_time: 22.9691505432, weight_update_time: 0.1401020586, other_time: 2.3267631531
epoch time: 3.5339078903s, input_fired_time: 0.0360266306, output_fired_time: 0.0000000000, propagate_forward_time: 3.0944466591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4034345150
validation[          , genome  3382] predictions:    9630/  10000 (96.30%), best:    9630/10000 (96.30%), error:      1171.01794, best error:      1171.01794 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 40.6329460144s, input_fired_time: 0.2724575400, output_fired_time: 0.2755213082, propagate_forward_time: 14.9764690399, propagate_backward_time: 22.8920230865, weight_update_time: 0.1368910521, other_time: 2.2164764404
epoch time: 3.3244700432s, input_fired_time: 0.0335834026, output_fired_time: 0.0000000000, propagate_forward_time: 2.9088549614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3820316792
validation[          , genome  3382] predictions:    9613/  10000 (96.13%), best:    9630/10000 (96.30%), error:      1262.45374, best error:      1171.01794 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 40.7103195190s, input_fired_time: 0.2780888975, output_fired_time: 0.2796642482, propagate_forward_time: 14.9032411575, propagate_backward_time: 22.8831501007, weight_update_time: 0.1428721547, other_time: 2.3661785126
epoch time: 3.3795721531s, input_fired_time: 0.0347006135, output_fired_time: 0.0000000000, propagate_forward_time: 2.9552347660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3896367550
validation[          , genome  3382] predictions:    9612/  10000 (96.12%), best:    9630/10000 (96.30%), error:      1275.86670, best error:      1171.01794 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 40.6153564453s, input_fired_time: 0.2795172632, output_fired_time: 0.2745534182, propagate_forward_time: 14.8735628128, propagate_backward_time: 22.8549671173, weight_update_time: 0.1419576854, other_time: 2.3327541351
epoch time: 3.5060043335s, input_fired_time: 0.0353343636, output_fired_time: 0.0000000000, propagate_forward_time: 3.0696954727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4009745121
validation[          , genome  3382] predictions:    9614/  10000 (96.14%), best:    9630/10000 (96.30%), error:      1232.41284, best error:      1171.01794 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 40.3582000732s, input_fired_time: 0.2750355005, output_fired_time: 0.2744104862, propagate_forward_time: 14.8257036209, propagate_backward_time: 22.6876506805, weight_update_time: 0.1394602507, other_time: 2.2954006195
epoch time: 3.4597854614s, input_fired_time: 0.0361256935, output_fired_time: 0.0000000000, propagate_forward_time: 3.0278096199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3958501816
validation[          , genome  3382] predictions:    9635/  10000 (96.35%), best:    9635/10000 (96.35%), error:      1159.88562, best error:      1159.88562 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 39.8526802063s, input_fired_time: 0.2725718617, output_fired_time: 0.2750871778, propagate_forward_time: 14.5206785202, propagate_backward_time: 22.4870662689, weight_update_time: 0.1373183131, other_time: 2.2972774506
epoch time: 3.0814597607s, input_fired_time: 0.0333231986, output_fired_time: 0.0000000000, propagate_forward_time: 2.6390726566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4090638161
validation[          , genome  3382] predictions:    9636/  10000 (96.36%), best:    9635/10000 (96.35%), error:      1185.14880, best error:      1159.88562 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 40.0176277161s, input_fired_time: 0.2749810815, output_fired_time: 0.2713385820, propagate_forward_time: 14.7655200958, propagate_backward_time: 22.4463176727, weight_update_time: 0.1365180463, other_time: 2.2594680786
epoch time: 3.3160583973s, input_fired_time: 0.0343823582, output_fired_time: 0.0000000000, propagate_forward_time: 2.8945293427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3871467113
validation[          , genome  3382] predictions:    9621/  10000 (96.21%), best:    9635/10000 (96.35%), error:      1241.83618, best error:      1159.88562 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 40.9977416992s, input_fired_time: 0.2819223106, output_fired_time: 0.2760213614, propagate_forward_time: 15.0452547073, propagate_backward_time: 23.0607185364, weight_update_time: 0.1398156881, other_time: 2.3338279724
epoch time: 3.5320684910s, input_fired_time: 0.0361372940, output_fired_time: 0.0000000000, propagate_forward_time: 3.0914053917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4045257568
validation[          , genome  3382] predictions:    9552/  10000 (95.52%), best:    9635/10000 (96.35%), error:      1424.47302, best error:      1159.88562 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 40.9412956238s, input_fired_time: 0.2774813473, output_fired_time: 0.2738381028, propagate_forward_time: 15.1208953857, propagate_backward_time: 22.9674854279, weight_update_time: 0.1389403343, other_time: 2.3015956879
epoch time: 3.5258095264s, input_fired_time: 0.0360096581, output_fired_time: 0.0000000000, propagate_forward_time: 3.0884137154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4013862610
validation[          , genome  3382] predictions:    9628/  10000 (96.28%), best:    9635/10000 (96.35%), error:      1187.88501, best error:      1159.88562 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 41.0397033691s, input_fired_time: 0.2820633352, output_fired_time: 0.2775292397, propagate_forward_time: 15.1720685959, propagate_backward_time: 23.0348243713, weight_update_time: 0.1389010251, other_time: 2.2732162476
epoch time: 3.3886780739s, input_fired_time: 0.0352071300, output_fired_time: 0.0000000000, propagate_forward_time: 2.9659597874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3875112534
validation[          , genome  3382] predictions:    9629/  10000 (96.29%), best:    9629/10000 (96.29%), error:      1157.96533, best error:      1157.96533 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 40.7220687866s, input_fired_time: 0.2790761888, output_fired_time: 0.2729284763, propagate_forward_time: 15.0977573395, propagate_backward_time: 22.8178215027, weight_update_time: 0.1390622556, other_time: 2.2544841766
epoch time: 3.4878072739s, input_fired_time: 0.0353250168, output_fired_time: 0.0000000000, propagate_forward_time: 3.0502154827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4022667408
validation[          , genome  3382] predictions:    9624/  10000 (96.24%), best:    9629/10000 (96.29%), error:      1251.83301, best error:      1157.96533 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 40.9834823608s, input_fired_time: 0.2771470249, output_fired_time: 0.2775605023, propagate_forward_time: 15.2012720108, propagate_backward_time: 22.9692859650, weight_update_time: 0.1382814795, other_time: 2.2582187653
epoch time: 3.5768437386s, input_fired_time: 0.0376485847, output_fired_time: 0.0000000000, propagate_forward_time: 3.1220071316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4171879292
validation[          , genome  3382] predictions:    9620/  10000 (96.20%), best:    9629/10000 (96.29%), error:      1245.83228, best error:      1157.96533 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 40.4487419128s, input_fired_time: 0.2773086131, output_fired_time: 0.2747664750, propagate_forward_time: 14.7911329269, propagate_backward_time: 22.7817726135, weight_update_time: 0.1385122687, other_time: 2.3237609863
epoch time: 3.4716014862s, input_fired_time: 0.0355874188, output_fired_time: 0.0000000000, propagate_forward_time: 3.0434875488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3925266266
validation[          , genome  3382] predictions:    9596/  10000 (95.96%), best:    9629/10000 (96.29%), error:      1317.86707, best error:      1157.96533 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 41.8269424438s, input_fired_time: 0.2908909917, output_fired_time: 0.2821381688, propagate_forward_time: 15.5066833496, propagate_backward_time: 23.4059638977, weight_update_time: 0.1429396868, other_time: 2.3412666321
epoch time: 3.6158378124s, input_fired_time: 0.0367104076, output_fired_time: 0.0000000000, propagate_forward_time: 3.1606371403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4184901714
validation[          , genome  3382] predictions:    9576/  10000 (95.76%), best:    9629/10000 (96.29%), error:      1286.59521, best error:      1157.96533 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 40.9306526184s, input_fired_time: 0.2815253437, output_fired_time: 0.2751621604, propagate_forward_time: 15.0845060349, propagate_backward_time: 22.9733543396, weight_update_time: 0.1415839791, other_time: 2.3161048889
epoch time: 3.5502359867s, input_fired_time: 0.0370968990, output_fired_time: 0.0000000000, propagate_forward_time: 3.1090314388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4041075706
validation[          , genome  3382] predictions:    9580/  10000 (95.80%), best:    9629/10000 (96.29%), error:      1372.85815, best error:      1157.96533 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 40.7119522095s, input_fired_time: 0.2761960030, output_fired_time: 0.2763237059, propagate_forward_time: 15.0241012573, propagate_backward_time: 22.8492698669, weight_update_time: 0.1389872581, other_time: 2.2860603333
epoch time: 3.6128337383s, input_fired_time: 0.0378860161, output_fired_time: 0.0000000000, propagate_forward_time: 3.1558699608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4190778732
validation[          , genome  3382] predictions:    9610/  10000 (96.10%), best:    9629/10000 (96.29%), error:      1326.82910, best error:      1157.96533 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 41.6380157471s, input_fired_time: 0.2872399390, output_fired_time: 0.2800963819, propagate_forward_time: 15.4145784378, propagate_backward_time: 23.3093128204, weight_update_time: 0.1446758062, other_time: 2.3467884064
epoch time: 3.4835276604s, input_fired_time: 0.0362355337, output_fired_time: 0.0000000000, propagate_forward_time: 3.0534572601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3938348293
validation[          , genome  3382] predictions:    9617/  10000 (96.17%), best:    9629/10000 (96.29%), error:      1245.82825, best error:      1157.96533 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 40.5847015381s, input_fired_time: 0.2785320580, output_fired_time: 0.2772493064, propagate_forward_time: 14.9036626816, propagate_backward_time: 22.8462448120, weight_update_time: 0.1383511275, other_time: 2.2790107727
epoch time: 3.4453051090s, input_fired_time: 0.0358989313, output_fired_time: 0.0000000000, propagate_forward_time: 3.0201272964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3892788887
validation[          , genome  3382] predictions:    9625/  10000 (96.25%), best:    9629/10000 (96.29%), error:      1293.52075, best error:      1157.96533 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 41.2616806030s, input_fired_time: 0.2818566263, output_fired_time: 0.2764837742, propagate_forward_time: 15.2509107590, propagate_backward_time: 23.0934333801, weight_update_time: 0.1418309212, other_time: 2.3589935303
epoch time: 3.4740090370s, input_fired_time: 0.0361583084, output_fired_time: 0.0000000000, propagate_forward_time: 3.0410530567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3967976570
validation[          , genome  3382] predictions:    9592/  10000 (95.92%), best:    9629/10000 (96.29%), error:      1291.53528, best error:      1157.96533 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 41.0088996887s, input_fired_time: 0.2807483971, output_fired_time: 0.2776547968, propagate_forward_time: 15.1460008621, propagate_backward_time: 23.0399684906, weight_update_time: 0.1391002089, other_time: 2.2645244598
epoch time: 3.4723095894s, input_fired_time: 0.0361993462, output_fired_time: 0.0000000000, propagate_forward_time: 3.0331020355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4030082226
validation[          , genome  3382] predictions:    9618/  10000 (96.18%), best:    9629/10000 (96.29%), error:      1300.93958, best error:      1157.96533 on epoch:    55, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 41.0827445984s, input_fired_time: 0.2786614895, output_fired_time: 0.2774043083, propagate_forward_time: 15.2209739685, propagate_backward_time: 23.0727710724, weight_update_time: 0.1386024207, other_time: 2.2329349518
epoch time: 3.4813575745s, input_fired_time: 0.0365345739, output_fired_time: 0.0000000000, propagate_forward_time: 3.0501525402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3946704865
validation[          , genome  3382] predictions:    9602/  10000 (96.02%), best:    9629/10000 (96.29%), error:      1260.18726, best error:      1157.96533 on epoch:    55, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 40.9094085693s, input_fired_time: 0.2851336598, output_fired_time: 0.2763812840, propagate_forward_time: 15.0580244064, propagate_backward_time: 22.9606838226, weight_update_time: 0.1415598840, other_time: 2.3291835785
epoch time: 3.5012192726s, input_fired_time: 0.0362725258, output_fired_time: 0.0000000000, propagate_forward_time: 3.0562281609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4087185860
validation[          , genome  3382] predictions:    9642/  10000 (96.42%), best:    9629/10000 (96.29%), error:      1179.22791, best error:      1157.96533 on epoch:    55, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 40.4918022156s, input_fired_time: 0.2794871628, output_fired_time: 0.2726553977, propagate_forward_time: 14.8222274780, propagate_backward_time: 22.7645111084, weight_update_time: 0.1423448622, other_time: 2.3529205322
epoch time: 3.4692575932s, input_fired_time: 0.0363037959, output_fired_time: 0.0000000000, propagate_forward_time: 3.0441589355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3887948990
validation[          , genome  3382] predictions:    9588/  10000 (95.88%), best:    9629/10000 (96.29%), error:      1298.37830, best error:      1157.96533 on epoch:    55, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 41.3191337585s, input_fired_time: 0.2879967988, output_fired_time: 0.2798681855, propagate_forward_time: 15.2427692413, propagate_backward_time: 23.1530742645, weight_update_time: 0.1432345062, other_time: 2.3554229736
epoch time: 3.5261576176s, input_fired_time: 0.0363024510, output_fired_time: 0.0000000000, propagate_forward_time: 3.0951774120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3946776390
validation[          , genome  3382] predictions:    9620/  10000 (96.20%), best:    9629/10000 (96.29%), error:      1247.63416, best error:      1157.96533 on epoch:    55, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 40.8762435913s, input_fired_time: 0.2790679634, output_fired_time: 0.2742333710, propagate_forward_time: 15.0923604965, propagate_backward_time: 22.9822521210, weight_update_time: 0.1376816034, other_time: 2.2483272552
epoch time: 3.1117861271s, input_fired_time: 0.0354423709, output_fired_time: 0.0000000000, propagate_forward_time: 2.6370604038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4392833710
validation[          , genome  3382] predictions:    9646/  10000 (96.46%), best:    9629/10000 (96.29%), error:      1161.94080, best error:      1157.96533 on epoch:    55, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 40.5745544434s, input_fired_time: 0.2776353657, output_fired_time: 0.2758663297, propagate_forward_time: 14.9302101135, propagate_backward_time: 22.8406448364, weight_update_time: 0.1392388791, other_time: 2.2501983643
epoch time: 3.0833761692s, input_fired_time: 0.0337396227, output_fired_time: 0.0000000000, propagate_forward_time: 2.6577374935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3918991089
validation[          , genome  3382] predictions:    9608/  10000 (96.08%), best:    9629/10000 (96.29%), error:      1251.82349, best error:      1157.96533 on epoch:    55, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 40.8243255615s, input_fired_time: 0.2826570272, output_fired_time: 0.2731676996, propagate_forward_time: 15.0843544006, propagate_backward_time: 22.8404617310, weight_update_time: 0.1412979662, other_time: 2.3436851501
epoch time: 3.5430176258s, input_fired_time: 0.0377507880, output_fired_time: 0.0000000000, propagate_forward_time: 3.0908393860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4144275188
validation[          , genome  3382] predictions:    9618/  10000 (96.18%), best:    9629/10000 (96.29%), error:      1175.83032, best error:      1157.96533 on epoch:    55, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 41.0023689270s, input_fired_time: 0.2865983546, output_fired_time: 0.2755434811, propagate_forward_time: 15.1353092194, propagate_backward_time: 23.0149154663, weight_update_time: 0.1394532472, other_time: 2.2900028229
epoch time: 3.4959058762s, input_fired_time: 0.0367831439, output_fired_time: 0.0000000000, propagate_forward_time: 3.0575466156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4015760422
validation[          , genome  3382] predictions:    9638/  10000 (96.38%), best:    9638/10000 (96.38%), error:      1155.42676, best error:      1155.42676 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 41.4260101318s, input_fired_time: 0.2847123742, output_fired_time: 0.2776414454, propagate_forward_time: 15.3144187927, propagate_backward_time: 23.1968154907, weight_update_time: 0.1434229761, other_time: 2.3524208069
epoch time: 3.4050793648s, input_fired_time: 0.0356637500, output_fired_time: 0.0000000000, propagate_forward_time: 2.9760851860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3933303356
validation[          , genome  3382] predictions:    9607/  10000 (96.07%), best:    9638/10000 (96.38%), error:      1273.65222, best error:      1155.42676 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 40.5067024231s, input_fired_time: 0.2788122892, output_fired_time: 0.2753184140, propagate_forward_time: 14.8554744720, propagate_backward_time: 22.7910003662, weight_update_time: 0.1383623779, other_time: 2.3060970306
epoch time: 3.5370743275s, input_fired_time: 0.0372357368, output_fired_time: 0.0000000000, propagate_forward_time: 3.0965046883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4033339024
validation[          , genome  3382] predictions:    9644/  10000 (96.44%), best:    9638/10000 (96.38%), error:      1180.77515, best error:      1155.42676 on epoch:    73, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 41.3032341003s, input_fired_time: 0.2846266925, output_fired_time: 0.2773607075, propagate_forward_time: 15.2642688751, propagate_backward_time: 23.1271781921, weight_update_time: 0.1425521821, other_time: 2.3498020172
epoch time: 3.4889659882s, input_fired_time: 0.0363903753, output_fired_time: 0.0000000000, propagate_forward_time: 3.0632538795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3893218040
validation[          , genome  3382] predictions:    9617/  10000 (96.17%), best:    9638/10000 (96.38%), error:      1206.01587, best error:      1155.42676 on epoch:    73, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 40.8997344971s, input_fired_time: 0.2829776108, output_fired_time: 0.2743086219, propagate_forward_time: 15.1378545761, propagate_backward_time: 22.9071063995, weight_update_time: 0.1402991265, other_time: 2.2974872589
epoch time: 3.4857831001s, input_fired_time: 0.0381672122, output_fired_time: 0.0000000000, propagate_forward_time: 3.0440914631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4035243988
validation[          , genome  3382] predictions:    9610/  10000 (96.10%), best:    9638/10000 (96.38%), error:      1205.00342, best error:      1155.42676 on epoch:    73, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 41.1158981323s, input_fired_time: 0.2848362923, output_fired_time: 0.2751022875, propagate_forward_time: 15.2001390457, propagate_backward_time: 23.0682811737, weight_update_time: 0.1391697228, other_time: 2.2875423431
epoch time: 3.3762016296s, input_fired_time: 0.0353758708, output_fired_time: 0.0000000000, propagate_forward_time: 2.9536721706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3871536255
validation[          , genome  3382] predictions:    9532/  10000 (95.32%), best:    9638/10000 (96.38%), error:      1485.63818, best error:      1155.42676 on epoch:    73, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 40.0597343445s, input_fired_time: 0.2760030329, output_fired_time: 0.2744287252, propagate_forward_time: 14.6111793518, propagate_backward_time: 22.6481399536, weight_update_time: 0.1364972889, other_time: 2.2499809265
epoch time: 3.4787256718s, input_fired_time: 0.0355677828, output_fired_time: 0.0000000000, propagate_forward_time: 3.0391693115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4039885998
validation[          , genome  3382] predictions:    9511/  10000 (95.11%), best:    9638/10000 (96.38%), error:      1497.36267, best error:      1155.42676 on epoch:    73, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 41.2601547241s, input_fired_time: 0.2871709168, output_fired_time: 0.2762292027, propagate_forward_time: 15.2325830460, propagate_backward_time: 23.1223449707, weight_update_time: 0.1414822638, other_time: 2.3418273926
epoch time: 3.5224430561s, input_fired_time: 0.0356057547, output_fired_time: 0.0000000000, propagate_forward_time: 3.0963251591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3905122280
validation[          , genome  3382] predictions:    9587/  10000 (95.87%), best:    9638/10000 (96.38%), error:      1329.01770, best error:      1155.42676 on epoch:    73, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 41.1500434875s, input_fired_time: 0.2828387320, output_fired_time: 0.2750342488, propagate_forward_time: 15.2275333405, propagate_backward_time: 23.0507144928, weight_update_time: 0.1410337389, other_time: 2.3139228821
epoch time: 3.4942903519s, input_fired_time: 0.0369375870, output_fired_time: 0.0000000000, propagate_forward_time: 3.0653588772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3919939995
validation[          , genome  3382] predictions:    9644/  10000 (96.44%), best:    9644/10000 (96.44%), error:      1153.43494, best error:      1153.43494 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 40.9530792236s, input_fired_time: 0.2832542062, output_fired_time: 0.2784181833, propagate_forward_time: 15.1207017899, propagate_backward_time: 23.0035686493, weight_update_time: 0.1394238025, other_time: 2.2671375275
epoch time: 3.4758789539s, input_fired_time: 0.0360302366, output_fired_time: 0.0000000000, propagate_forward_time: 3.0420563221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3977923393
validation[          , genome  3382] predictions:    9634/  10000 (96.34%), best:    9644/10000 (96.44%), error:      1209.19836, best error:      1153.43494 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 40.1857490540s, input_fired_time: 0.2807262242, output_fired_time: 0.2708175778, propagate_forward_time: 14.7624778748, propagate_backward_time: 22.5502490997, weight_update_time: 0.1388060004, other_time: 2.3214778900
epoch time: 3.3871030807s, input_fired_time: 0.0373620614, output_fired_time: 0.0000000000, propagate_forward_time: 2.9552373886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3945035934
validation[          , genome  3382] predictions:    9619/  10000 (96.19%), best:    9644/10000 (96.44%), error:      1188.47253, best error:      1153.43494 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 40.6994361877s, input_fired_time: 0.2795580924, output_fired_time: 0.2733568549, propagate_forward_time: 15.0720090866, propagate_backward_time: 22.8293781281, weight_update_time: 0.1382104307, other_time: 2.2451343536
epoch time: 3.6197407246s, input_fired_time: 0.0385331996, output_fired_time: 0.0000000000, propagate_forward_time: 3.1610367298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4201707840
validation[          , genome  3382] predictions:    9632/  10000 (96.32%), best:    9644/10000 (96.44%), error:      1157.15430, best error:      1153.43494 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 40.7038116455s, input_fired_time: 0.2822794020, output_fired_time: 0.2720476091, propagate_forward_time: 14.9831972122, propagate_backward_time: 22.8575153351, weight_update_time: 0.1406396776, other_time: 2.3087711334
epoch time: 3.7015302181s, input_fired_time: 0.0390188172, output_fired_time: 0.0000000000, propagate_forward_time: 3.2357306480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4267807007
validation[          , genome  3382] predictions:    9610/  10000 (96.10%), best:    9644/10000 (96.44%), error:      1202.87671, best error:      1153.43494 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 41.2667999268s, input_fired_time: 0.2833898365, output_fired_time: 0.2788320780, propagate_forward_time: 15.2545471191, propagate_backward_time: 23.1455135345, weight_update_time: 0.1405378133, other_time: 2.3045177460
epoch time: 3.4498021603s, input_fired_time: 0.0372214615, output_fired_time: 0.0000000000, propagate_forward_time: 3.0109457970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4016349316
validation[          , genome  3382] predictions:    9657/  10000 (96.57%), best:    9644/10000 (96.44%), error:      1161.80591, best error:      1153.43494 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 41.2640419006s, input_fired_time: 0.2867932916, output_fired_time: 0.2812744677, propagate_forward_time: 15.2574987411, propagate_backward_time: 23.1452693939, weight_update_time: 0.1396705657, other_time: 2.2932071686
epoch time: 3.7154486179s, input_fired_time: 0.0392384157, output_fired_time: 0.0000000000, propagate_forward_time: 3.2452189922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4309911728
validation[          , genome  3382] predictions:    9607/  10000 (96.07%), best:    9644/10000 (96.44%), error:      1282.45142, best error:      1153.43494 on epoch:    81, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 40.9880142212s, input_fired_time: 0.2818564177, output_fired_time: 0.2761710584, propagate_forward_time: 15.1499614716, propagate_backward_time: 23.0431194305, weight_update_time: 0.1382097155, other_time: 2.2369041443
epoch time: 3.7177722454s, input_fired_time: 0.0404703207, output_fired_time: 0.0000000000, propagate_forward_time: 3.2490055561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4282963276
validation[          , genome  3382] predictions:    9541/  10000 (95.41%), best:    9644/10000 (96.44%), error:      1479.14917, best error:      1153.43494 on epoch:    81, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 39.8614006042s, input_fired_time: 0.2798126340, output_fired_time: 0.2758379281, propagate_forward_time: 14.4744911194, propagate_backward_time: 22.5399951935, weight_update_time: 0.1366136372, other_time: 2.2912654877
epoch time: 3.4906182289s, input_fired_time: 0.0371661112, output_fired_time: 0.0000000000, propagate_forward_time: 3.0508160591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4026360512
validation[          , genome  3382] predictions:    9517/  10000 (95.17%), best:    9644/10000 (96.44%), error:      1519.37683, best error:      1153.43494 on epoch:    81, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 41.1335525513s, input_fired_time: 0.2851047516, output_fired_time: 0.2762014270, propagate_forward_time: 15.1590843201, propagate_backward_time: 23.0797271729, weight_update_time: 0.1410373896, other_time: 2.3334350586
epoch time: 3.1135525703s, input_fired_time: 0.0344792046, output_fired_time: 0.0000000000, propagate_forward_time: 2.6953949928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3836784363
validation[          , genome  3382] predictions:    9628/  10000 (96.28%), best:    9644/10000 (96.44%), error:      1176.88806, best error:      1153.43494 on epoch:    81, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 41.2880897522s, input_fired_time: 0.2862817049, output_fired_time: 0.2756099403, propagate_forward_time: 15.2584571838, propagate_backward_time: 23.1678733826, weight_update_time: 0.1409699619, other_time: 2.2998695374
epoch time: 3.6036124229s, input_fired_time: 0.0390188284, output_fired_time: 0.0000000000, propagate_forward_time: 3.1453680992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4192254543
validation[          , genome  3382] predictions:    9622/  10000 (96.22%), best:    9644/10000 (96.44%), error:      1207.04675, best error:      1153.43494 on epoch:    81, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 40.7829513550s, input_fired_time: 0.2855354249, output_fired_time: 0.2784676254, propagate_forward_time: 15.0156631470, propagate_backward_time: 22.8626346588, weight_update_time: 0.1398174316, other_time: 2.3406505585
epoch time: 3.3164851665s, input_fired_time: 0.0362761170, output_fired_time: 0.0000000000, propagate_forward_time: 2.8543076515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4259014130
validation[          , genome  3382] predictions:    9632/  10000 (96.32%), best:    9644/10000 (96.44%), error:      1192.13342, best error:      1153.43494 on epoch:    81, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 41.2018699646s, input_fired_time: 0.2870735228, output_fired_time: 0.2759033442, propagate_forward_time: 15.2067384720, propagate_backward_time: 23.1124534607, weight_update_time: 0.1415046304, other_time: 2.3197021484
epoch time: 3.4584369659s, input_fired_time: 0.0380922630, output_fired_time: 0.0000000000, propagate_forward_time: 3.0277967453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3925478458
validation[          , genome  3382] predictions:    9640/  10000 (96.40%), best:    9644/10000 (96.44%), error:      1171.34497, best error:      1153.43494 on epoch:    81, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 41.1778793335s, input_fired_time: 0.2848818898, output_fired_time: 0.2762619853, propagate_forward_time: 15.2520151138, propagate_backward_time: 23.1451187134, weight_update_time: 0.1385948509, other_time: 2.2196044922
epoch time: 3.2039475441s, input_fired_time: 0.0344407894, output_fired_time: 0.0000000000, propagate_forward_time: 2.7880408764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3814659119
validation[          , genome  3382] predictions:    9595/  10000 (95.95%), best:    9644/10000 (96.44%), error:      1290.68689, best error:      1153.43494 on epoch:    81, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 40.5717086792s, input_fired_time: 0.2829394639, output_fired_time: 0.2731936872, propagate_forward_time: 14.9601573944, propagate_backward_time: 22.7501392365, weight_update_time: 0.1399277747, other_time: 2.3052787781
epoch time: 3.5011813641s, input_fired_time: 0.0366925225, output_fired_time: 0.0000000000, propagate_forward_time: 3.0738348961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3906538486
validation[          , genome  3382] predictions:    9613/  10000 (96.13%), best:    9644/10000 (96.44%), error:      1230.96204, best error:      1153.43494 on epoch:    81, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 41.1929893494s, input_fired_time: 0.2839644849, output_fired_time: 0.2763271928, propagate_forward_time: 15.2723522186, propagate_backward_time: 23.1005191803, weight_update_time: 0.1406181306, other_time: 2.2598228455
epoch time: 3.5134468079s, input_fired_time: 0.0371759273, output_fired_time: 0.0000000000, propagate_forward_time: 3.0797734261, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3964974880
validation[          , genome  3382] predictions:    9630/  10000 (96.30%), best:    9644/10000 (96.44%), error:      1225.60864, best error:      1153.43494 on epoch:    81, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 41.1908683777s, input_fired_time: 0.2839170694, output_fired_time: 0.2797068059, propagate_forward_time: 15.2560729980, propagate_backward_time: 23.1221351624, weight_update_time: 0.1392611712, other_time: 2.2490386963
epoch time: 3.5503821373s, input_fired_time: 0.0373580083, output_fired_time: 0.0000000000, propagate_forward_time: 3.1028549671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4101691246
validation[          , genome  3382] predictions:    9590/  10000 (95.90%), best:    9644/10000 (96.44%), error:      1243.91504, best error:      1153.43494 on epoch:    81, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 40.9722404480s, input_fired_time: 0.2801267803, output_fired_time: 0.2761029601, propagate_forward_time: 15.1701993942, propagate_backward_time: 23.0086154938, weight_update_time: 0.1377254426, other_time: 2.2371921539
epoch time: 3.3592529297s, input_fired_time: 0.0376441441, output_fired_time: 0.0000000000, propagate_forward_time: 2.9122476578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4093611240
validation[          , genome  3382] predictions:    9536/  10000 (95.36%), best:    9644/10000 (96.44%), error:      1479.57397, best error:      1153.43494 on epoch:    81, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 40.5925178528s, input_fired_time: 0.2860321403, output_fired_time: 0.2756192982, propagate_forward_time: 14.9056148529, propagate_backward_time: 22.8145751953, weight_update_time: 0.1391171813, other_time: 2.3106746674
epoch time: 3.5375964642s, input_fired_time: 0.0371933505, output_fired_time: 0.0000000000, propagate_forward_time: 3.0961134434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4042897224
validation[          , genome  3382] predictions:    9629/  10000 (96.29%), best:    9644/10000 (96.44%), error:      1202.48462, best error:      1153.43494 on epoch:    81, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 41.1996612549s, input_fired_time: 0.2871195376, output_fired_time: 0.2797038555, propagate_forward_time: 15.2259969711, propagate_backward_time: 23.0931282043, weight_update_time: 0.1394237429, other_time: 2.3137092590
epoch time: 3.6206316948s, input_fired_time: 0.0395530835, output_fired_time: 0.0000000000, propagate_forward_time: 3.1598939896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4211845398
validation[          , genome  3382] predictions:    9625/  10000 (96.25%), best:    9644/10000 (96.44%), error:      1190.12634, best error:      1153.43494 on epoch:    81, 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: 17.3908271790s, input_fired_time: 0.1821216047, output_fired_time: 0.0000000000, propagate_forward_time: 15.0930061340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1156997681
best training[          , genome  3382] predictions:   48973/  50000 (97.95%), best:    9644/10000 (96.44%), error:      3612.76782, best error:      1153.43494 on epoch:    81, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 3.2757287025s, input_fired_time: 0.0371442139, output_fired_time: 0.0000000000, propagate_forward_time: 2.8106429577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4279415607
   testing[          , genome  3382] predictions:    9665/  10000 (96.65%), best:    9644/10000 (96.44%), error:      1074.49524, best error:      1153.43494 on epoch:    81, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:50:28 (2696): called boinc_finish(0)

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