Nameexact_genome_1517574602_47_18231_2
Workunit2990096
Created9 Feb 2018, 3:18:46 UTC
Sent9 Feb 2018, 3:36:47 UTC
Report deadline18 Apr 2018, 15:17:04 UTC
Received10 Feb 2018, 14:58:30 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID72628
Run time1 days 6 hours 57 min 50 sec
CPU time1 days 6 hours 56 min 59 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.92 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size181.25 MB
Peak swap size182.98 MB
Peak disk usage8.40 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
0060959356, weight_decay: 0.0002438374

epoch time: 1005.8420410156s, input_fired_time: 12.6268625259, output_fired_time: 11.6056680679, propagate_forward_time: 424.8073730469, propagate_backward_time: 527.1354980469, weight_update_time: 1.8745899200, other_time: 29.6666259766
epoch time: 92.6316680908s, input_fired_time: 1.9018101692, output_fired_time: 0.0000000000, propagate_forward_time: 85.2497558594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.4801025391
validation[          , genome 18231] predictions:    9845/  10000 (98.45%), best:    9841/10000 (98.41%), error:       507.27216, best error:       474.67294 on epoch:     6, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 1006.5928344727s, input_fired_time: 12.7119808197, output_fired_time: 11.7227334976, propagate_forward_time: 424.8894042969, propagate_backward_time: 527.2894897461, weight_update_time: 1.8655797243, other_time: 29.9792480469
epoch time: 92.3322525024s, input_fired_time: 1.8245998621, output_fired_time: 0.0000000000, propagate_forward_time: 85.1419372559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3657150269
validation[          , genome 18231] predictions:    9852/  10000 (98.52%), best:    9852/10000 (98.52%), error:       461.72382, best error:       461.72382 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 1010.1779174805s, input_fired_time: 12.7904891968, output_fired_time: 11.7325916290, propagate_forward_time: 426.2065124512, propagate_backward_time: 529.4210205078, weight_update_time: 1.8952753544, other_time: 30.0273437500
epoch time: 92.5997161865s, input_fired_time: 1.8189237118, output_fired_time: 0.0000000000, propagate_forward_time: 85.3419189453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.4388732910
validation[          , genome 18231] predictions:    9845/  10000 (98.45%), best:    9852/10000 (98.52%), error:       523.62048, best error:       461.72382 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 1008.2247314453s, input_fired_time: 12.8379888535, output_fired_time: 11.8396387100, propagate_forward_time: 425.3363647461, propagate_backward_time: 527.6978759766, weight_update_time: 1.9131962061, other_time: 30.5128173828
epoch time: 92.5831069946s, input_fired_time: 1.8583441973, output_fired_time: 0.0000000000, propagate_forward_time: 85.1880798340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.5366821289
validation[          , genome 18231] predictions:    9842/  10000 (98.42%), best:    9852/10000 (98.52%), error:       489.85129, best error:       461.72382 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 1008.0381469727s, input_fired_time: 12.8882579803, output_fired_time: 11.8174419403, propagate_forward_time: 425.2780456543, propagate_backward_time: 527.4320068359, weight_update_time: 1.8927745819, other_time: 30.6224365234
epoch time: 92.4786987305s, input_fired_time: 1.8471419811, output_fired_time: 0.0000000000, propagate_forward_time: 85.1623992920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.4691543579
validation[          , genome 18231] predictions:    9818/  10000 (98.18%), best:    9852/10000 (98.52%), error:       569.27808, best error:       461.72382 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 1005.7019653320s, input_fired_time: 12.6338119507, output_fired_time: 11.5644416809, propagate_forward_time: 424.8171081543, propagate_backward_time: 527.0879516602, weight_update_time: 1.8618294001, other_time: 29.5986938477
epoch time: 92.1661148071s, input_fired_time: 1.8120039701, output_fired_time: 0.0000000000, propagate_forward_time: 85.1078491211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.2462615967
validation[          , genome 18231] predictions:    9720/  10000 (97.20%), best:    9852/10000 (98.52%), error:       845.66418, best error:       461.72382 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 1005.4885253906s, input_fired_time: 12.6027173996, output_fired_time: 11.4848861694, propagate_forward_time: 424.9536437988, propagate_backward_time: 527.1308593750, weight_update_time: 1.8631403446, other_time: 29.3164062500
epoch time: 92.2908172607s, input_fired_time: 1.8080023527, output_fired_time: 0.0000000000, propagate_forward_time: 85.1392974854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3435211182
validation[          , genome 18231] predictions:    9828/  10000 (98.28%), best:    9852/10000 (98.52%), error:       546.96741, best error:       461.72382 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 1006.4421997070s, input_fired_time: 12.5635871887, output_fired_time: 11.5004158020, propagate_forward_time: 425.1822204590, propagate_backward_time: 527.7317504883, weight_update_time: 1.8750855923, other_time: 29.4641723633
epoch time: 92.4318389893s, input_fired_time: 1.8750896454, output_fired_time: 0.0000000000, propagate_forward_time: 85.2212066650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3355407715
validation[          , genome 18231] predictions:    9864/  10000 (98.64%), best:    9864/10000 (98.64%), error:       439.26703, best error:       439.26703 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 1005.0747070312s, input_fired_time: 12.5651340485, output_fired_time: 11.4345712662, propagate_forward_time: 424.8186340332, propagate_backward_time: 526.9883422852, weight_update_time: 1.8717610836, other_time: 29.2680053711
epoch time: 92.2153091431s, input_fired_time: 1.7975608110, output_fired_time: 0.0000000000, propagate_forward_time: 85.1045227051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3132247925
validation[          , genome 18231] predictions:    9825/  10000 (98.25%), best:    9864/10000 (98.64%), error:       499.49231, best error:       439.26703 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 1005.4072265625s, input_fired_time: 12.5944843292, output_fired_time: 11.5498828888, propagate_forward_time: 424.8902587891, propagate_backward_time: 527.1027221680, weight_update_time: 1.8758083582, other_time: 29.2698974609
epoch time: 92.1544799805s, input_fired_time: 1.8124828339, output_fired_time: 0.0000000000, propagate_forward_time: 85.1205444336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.2214508057
validation[          , genome 18231] predictions:    9855/  10000 (98.55%), best:    9864/10000 (98.64%), error:       479.23569, best error:       439.26703 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 1005.6058959961s, input_fired_time: 12.6070365906, output_fired_time: 11.5550413132, propagate_forward_time: 424.8981323242, propagate_backward_time: 527.1074218750, weight_update_time: 1.8770700693, other_time: 29.4382324219
epoch time: 92.2348937988s, input_fired_time: 1.7873270512, output_fired_time: 0.0000000000, propagate_forward_time: 85.1029815674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3445816040
validation[          , genome 18231] predictions:    9846/  10000 (98.46%), best:    9864/10000 (98.64%), error:       476.78522, best error:       439.26703 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 1005.6364746094s, input_fired_time: 12.5999269485, output_fired_time: 11.5416002274, propagate_forward_time: 424.9455261230, propagate_backward_time: 527.1597900391, weight_update_time: 1.8762410879, other_time: 29.3896484375
epoch time: 92.5935287476s, input_fired_time: 1.8913350105, output_fired_time: 0.0000000000, propagate_forward_time: 85.2975311279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.4046630859
validation[          , genome 18231] predictions:    9796/  10000 (97.96%), best:    9864/10000 (98.64%), error:       589.04913, best error:       439.26703 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 1005.2247924805s, input_fired_time: 12.5289859772, output_fired_time: 11.5701780319, propagate_forward_time: 424.8211669922, propagate_backward_time: 527.0645751953, weight_update_time: 1.8600735664, other_time: 29.2398681641
epoch time: 92.2809219360s, input_fired_time: 1.8134425879, output_fired_time: 0.0000000000, propagate_forward_time: 85.1387710571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3287048340
validation[          , genome 18231] predictions:    9862/  10000 (98.62%), best:    9864/10000 (98.64%), error:       449.93576, best error:       439.26703 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 1005.3501586914s, input_fired_time: 12.6015911102, output_fired_time: 11.5761737823, propagate_forward_time: 424.8515930176, propagate_backward_time: 527.0512084961, weight_update_time: 1.8786162138, other_time: 29.2695922852
epoch time: 92.2324981689s, input_fired_time: 1.8093283176, output_fired_time: 0.0000000000, propagate_forward_time: 85.1288528442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.2943191528
validation[          , genome 18231] predictions:    9815/  10000 (98.15%), best:    9864/10000 (98.64%), error:       616.13574, best error:       439.26703 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 1005.3966674805s, input_fired_time: 12.6207542419, output_fired_time: 11.5158452988, propagate_forward_time: 424.8739318848, propagate_backward_time: 527.0221557617, weight_update_time: 1.8668947220, other_time: 29.3639526367
epoch time: 92.1756820679s, input_fired_time: 1.7922123671, output_fired_time: 0.0000000000, propagate_forward_time: 85.0825500488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3009185791
validation[          , genome 18231] predictions:    9854/  10000 (98.54%), best:    9854/10000 (98.54%), error:       424.18814, best error:       424.18814 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 1004.8749389648s, input_fired_time: 12.5586061478, output_fired_time: 11.4805898666, propagate_forward_time: 424.7254943848, propagate_backward_time: 526.8276977539, weight_update_time: 1.8695350885, other_time: 29.2825317383
epoch time: 92.4257812500s, input_fired_time: 1.8680586815, output_fired_time: 0.0000000000, propagate_forward_time: 85.1978759766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3598480225
validation[          , genome 18231] predictions:    9879/  10000 (98.79%), best:    9879/10000 (98.79%), error:       382.02963, best error:       382.02963 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 1005.7443847656s, input_fired_time: 12.5946912766, output_fired_time: 11.4474248886, propagate_forward_time: 425.1293029785, propagate_backward_time: 527.3321533203, weight_update_time: 1.8646681309, other_time: 29.2408447266
epoch time: 92.3157348633s, input_fired_time: 1.8024379015, output_fired_time: 0.0000000000, propagate_forward_time: 85.2427215576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.2705764771
validation[          , genome 18231] predictions:    9892/  10000 (98.92%), best:    9892/10000 (98.92%), error:       344.70428, best error:       344.70428 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 1007.9476318359s, input_fired_time: 12.6677484512, output_fired_time: 11.5430088043, propagate_forward_time: 426.1719055176, propagate_backward_time: 527.9254150391, weight_update_time: 1.8805966377, other_time: 29.6395263672
epoch time: 92.3994903564s, input_fired_time: 1.8108706474, output_fired_time: 0.0000000000, propagate_forward_time: 85.4089508057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.1796722412
validation[          , genome 18231] predictions:    9853/  10000 (98.53%), best:    9892/10000 (98.92%), error:       456.37302, best error:       344.70428 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 1006.1151733398s, input_fired_time: 12.6219978333, output_fired_time: 11.5038280487, propagate_forward_time: 425.1947937012, propagate_backward_time: 527.4041748047, weight_update_time: 1.8737766743, other_time: 29.3903808594
epoch time: 92.2470550537s, input_fired_time: 1.8090866804, output_fired_time: 0.0000000000, propagate_forward_time: 85.1937561035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.2442092896
validation[          , genome 18231] predictions:    9872/  10000 (98.72%), best:    9892/10000 (98.92%), error:       378.58203, best error:       344.70428 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 1005.7164306641s, input_fired_time: 12.6007242203, output_fired_time: 11.4825963974, propagate_forward_time: 425.1039428711, propagate_backward_time: 527.2730712891, weight_update_time: 1.8720779419, other_time: 29.2561035156
epoch time: 92.5149688721s, input_fired_time: 1.8690406084, output_fired_time: 0.0000000000, propagate_forward_time: 85.2778396606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3680877686
validation[          , genome 18231] predictions:    9879/  10000 (98.79%), best:    9892/10000 (98.92%), error:       391.57986, best error:       344.70428 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 1005.4461059570s, input_fired_time: 12.5934896469, output_fired_time: 11.5518016815, propagate_forward_time: 424.9271240234, propagate_backward_time: 527.1318969727, weight_update_time: 1.8711490631, other_time: 29.2417602539
epoch time: 92.2707672119s, input_fired_time: 1.8146750927, output_fired_time: 0.0000000000, propagate_forward_time: 85.1201934814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3358993530
validation[          , genome 18231] predictions:    9878/  10000 (98.78%), best:    9892/10000 (98.92%), error:       396.20816, best error:       344.70428 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 1005.3540649414s, input_fired_time: 12.5920286179, output_fired_time: 11.6058797836, propagate_forward_time: 424.8772277832, propagate_backward_time: 527.1125488281, weight_update_time: 1.8619883060, other_time: 29.1663818359
epoch time: 92.1372680664s, input_fired_time: 1.8088737726, output_fired_time: 0.0000000000, propagate_forward_time: 85.1133346558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.2150573730
validation[          , genome 18231] predictions:    9883/  10000 (98.83%), best:    9892/10000 (98.92%), error:       368.48163, best error:       344.70428 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 1005.4824218750s, input_fired_time: 12.6370105743, output_fired_time: 11.5549936295, propagate_forward_time: 424.8840332031, propagate_backward_time: 527.0469360352, weight_update_time: 1.8803182840, other_time: 29.3594360352
epoch time: 92.0959854126s, input_fired_time: 1.8170752525, output_fired_time: 0.0000000000, propagate_forward_time: 85.1178054810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.1611022949
validation[          , genome 18231] predictions:    9869/  10000 (98.69%), best:    9892/10000 (98.92%), error:       397.85095, best error:       344.70428 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 1007.2193603516s, input_fired_time: 12.6276969910, output_fired_time: 11.5338172913, propagate_forward_time: 425.5945739746, propagate_backward_time: 527.7950439453, weight_update_time: 1.8664216995, other_time: 29.6682128906
epoch time: 92.8110885620s, input_fired_time: 1.8423980474, output_fired_time: 0.0000000000, propagate_forward_time: 85.4890670776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.4796218872
validation[          , genome 18231] predictions:    9864/  10000 (98.64%), best:    9892/10000 (98.92%), error:       430.06723, best error:       344.70428 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 1006.5746459961s, input_fired_time: 12.6177263260, output_fired_time: 11.5359649658, propagate_forward_time: 425.3955993652, propagate_backward_time: 527.6293334961, weight_update_time: 1.8669649363, other_time: 29.3960571289
epoch time: 92.3974609375s, input_fired_time: 1.8389657736, output_fired_time: 0.0000000000, propagate_forward_time: 85.1982421875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3602523804
validation[          , genome 18231] predictions:    9879/  10000 (98.79%), best:    9892/10000 (98.92%), error:       387.69980, best error:       344.70428 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 1007.2951660156s, input_fired_time: 12.7130041122, output_fired_time: 11.5355224609, propagate_forward_time: 425.2646179199, propagate_backward_time: 527.6081542969, weight_update_time: 1.8902750015, other_time: 30.1738281250
epoch time: 92.3778762817s, input_fired_time: 1.8445234299, output_fired_time: 0.0000000000, propagate_forward_time: 85.2138290405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3195266724
validation[          , genome 18231] predictions:    9893/  10000 (98.93%), best:    9892/10000 (98.92%), error:       364.83350, best error:       344.70428 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 1004.8735351562s, input_fired_time: 12.4837245941, output_fired_time: 11.3448114395, propagate_forward_time: 425.0725708008, propagate_backward_time: 526.9465942383, weight_update_time: 1.8508454561, other_time: 29.0258789062
epoch time: 92.1585922241s, input_fired_time: 1.7652785778, output_fired_time: 0.0000000000, propagate_forward_time: 85.2269363403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.1663742065
validation[          , genome 18231] predictions:    9891/  10000 (98.91%), best:    9892/10000 (98.92%), error:       366.66754, best error:       344.70428 on epoch:    31, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 1005.6340332031s, input_fired_time: 12.3115415573, output_fired_time: 11.1012544632, propagate_forward_time: 425.6647949219, propagate_backward_time: 528.0541992188, weight_update_time: 1.8460160494, other_time: 28.5022583008
epoch time: 92.3116302490s, input_fired_time: 1.7678761482, output_fired_time: 0.0000000000, propagate_forward_time: 85.3398971558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.2038574219
validation[          , genome 18231] predictions:    9885/  10000 (98.85%), best:    9892/10000 (98.92%), error:       344.93439, best error:       344.70428 on epoch:    31, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 1004.5396728516s, input_fired_time: 12.3322582245, output_fired_time: 11.0663967133, propagate_forward_time: 425.3039550781, propagate_backward_time: 527.2619628906, weight_update_time: 1.8365917206, other_time: 28.5750732422
epoch time: 92.0865936279s, input_fired_time: 1.7693039179, output_fired_time: 0.0000000000, propagate_forward_time: 85.1528091431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.1644821167
validation[          , genome 18231] predictions:    9876/  10000 (98.76%), best:    9892/10000 (98.92%), error:       401.50989, best error:       344.70428 on epoch:    31, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 1002.7286987305s, input_fired_time: 12.3172407150, output_fired_time: 11.0590476990, propagate_forward_time: 424.4480590820, propagate_backward_time: 526.3266601562, weight_update_time: 1.8388609886, other_time: 28.5776977539
epoch time: 91.9957733154s, input_fired_time: 1.7723892927, output_fired_time: 0.0000000000, propagate_forward_time: 85.0429382324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.1804428101
validation[          , genome 18231] predictions:    9872/  10000 (98.72%), best:    9892/10000 (98.92%), error:       413.64630, best error:       344.70428 on epoch:    31, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 1002.4946899414s, input_fired_time: 12.3173627853, output_fired_time: 11.0346603394, propagate_forward_time: 424.3817749023, propagate_backward_time: 526.2176513672, weight_update_time: 1.8380596638, other_time: 28.5432128906
epoch time: 92.4093246460s, input_fired_time: 1.8258782625, output_fired_time: 0.0000000000, propagate_forward_time: 85.3480300903, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.2354125977
validation[          , genome 18231] predictions:    9895/  10000 (98.95%), best:    9895/10000 (98.95%), error:       330.57343, best error:       330.57343 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 1003.0434570312s, input_fired_time: 12.3160896301, output_fired_time: 11.0496721268, propagate_forward_time: 424.5918579102, propagate_backward_time: 526.6228637695, weight_update_time: 1.8398272991, other_time: 28.4629516602
epoch time: 92.1236267090s, input_fired_time: 1.8240364790, output_fired_time: 0.0000000000, propagate_forward_time: 85.1619491577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.1376419067
validation[          , genome 18231] predictions:    9883/  10000 (98.83%), best:    9895/10000 (98.95%), error:       425.55814, best error:       330.57343 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 1002.7376708984s, input_fired_time: 12.3398599625, output_fired_time: 11.0613632202, propagate_forward_time: 424.4966125488, propagate_backward_time: 526.3200073242, weight_update_time: 1.8510541916, other_time: 28.5198364258
epoch time: 91.9494171143s, input_fired_time: 1.7715035677, output_fired_time: 0.0000000000, propagate_forward_time: 85.0979003906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.0800094604
validation[          , genome 18231] predictions:    9892/  10000 (98.92%), best:    9895/10000 (98.95%), error:       370.53613, best error:       330.57343 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 1002.8914794922s, input_fired_time: 12.3134393692, output_fired_time: 11.0521078110, propagate_forward_time: 424.5715942383, propagate_backward_time: 526.4845581055, weight_update_time: 1.8400133848, other_time: 28.4697875977
epoch time: 92.0277786255s, input_fired_time: 1.7481976748, output_fired_time: 0.0000000000, propagate_forward_time: 85.1683273315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.1112518311
validation[          , genome 18231] predictions:    9880/  10000 (98.80%), best:    9895/10000 (98.95%), error:       379.51776, best error:       330.57343 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 1004.8810424805s, input_fired_time: 12.3729019165, output_fired_time: 11.0212488174, propagate_forward_time: 425.3055725098, propagate_backward_time: 526.9404907227, weight_update_time: 1.9549754858, other_time: 29.2407836914
epoch time: 91.8787307739s, input_fired_time: 1.7607283592, output_fired_time: 0.0000000000, propagate_forward_time: 84.9817810059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.1362228394
validation[          , genome 18231] predictions:    9895/  10000 (98.95%), best:    9895/10000 (98.95%), error:       326.47968, best error:       326.47968 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 1002.7783203125s, input_fired_time: 12.1041450500, output_fired_time: 11.4183921814, propagate_forward_time: 423.7133178711, propagate_backward_time: 526.3892822266, weight_update_time: 2.1366429329, other_time: 29.1531982422
epoch time: 91.8144226074s, input_fired_time: 1.7678800821, output_fired_time: 0.0000000000, propagate_forward_time: 84.9682312012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.0783081055
validation[          , genome 18231] predictions:    9896/  10000 (98.96%), best:    9895/10000 (98.95%), error:       350.22870, best error:       326.47968 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 1004.1865234375s, input_fired_time: 12.6585264206, output_fired_time: 11.5728521347, propagate_forward_time: 424.4945983887, propagate_backward_time: 526.1978149414, weight_update_time: 1.8414765596, other_time: 29.2627563477
epoch time: 91.9500656128s, input_fired_time: 1.7686090469, output_fired_time: 0.0000000000, propagate_forward_time: 85.0348815918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.1465759277
validation[          , genome 18231] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       315.32129, best error:       315.32129 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 1002.4865722656s, input_fired_time: 12.1817073822, output_fired_time: 11.1186838150, propagate_forward_time: 423.9146728516, propagate_backward_time: 526.2292480469, weight_update_time: 1.8802055120, other_time: 29.0422363281
epoch time: 91.9738159180s, input_fired_time: 1.7812412977, output_fired_time: 0.0000000000, propagate_forward_time: 84.9982833862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.1942901611
validation[          , genome 18231] predictions:    9871/  10000 (98.71%), best:    9906/10000 (99.06%), error:       391.24695, best error:       315.32129 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 1003.9635620117s, input_fired_time: 12.6802110672, output_fired_time: 11.3224496841, propagate_forward_time: 424.5114440918, propagate_backward_time: 526.2388305664, weight_update_time: 1.8544435501, other_time: 29.2106323242
epoch time: 92.0596008301s, input_fired_time: 1.7830837965, output_fired_time: 0.0000000000, propagate_forward_time: 85.0507431030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.2257766724
validation[          , genome 18231] predictions:    9870/  10000 (98.70%), best:    9906/10000 (99.06%), error:       432.44852, best error:       315.32129 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 1003.0308227539s, input_fired_time: 12.4805164337, output_fired_time: 11.1604862213, propagate_forward_time: 424.5189208984, propagate_backward_time: 526.4679565430, weight_update_time: 1.8431270123, other_time: 28.4029541016
epoch time: 92.0156478882s, input_fired_time: 1.7817647457, output_fired_time: 0.0000000000, propagate_forward_time: 84.9883117676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.2455749512
validation[          , genome 18231] predictions:    9910/  10000 (99.10%), best:    9910/10000 (99.10%), error:       311.93851, best error:       311.93851 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 1002.7999877930s, input_fired_time: 12.4953165054, output_fired_time: 11.2523937225, propagate_forward_time: 424.1404113770, propagate_backward_time: 526.2052001953, weight_update_time: 2.0083024502, other_time: 28.7066650391
epoch time: 92.0884552002s, input_fired_time: 1.8031308651, output_fired_time: 0.0000000000, propagate_forward_time: 85.0369720459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.2483520508
validation[          , genome 18231] predictions:    9888/  10000 (98.88%), best:    9910/10000 (99.10%), error:       329.19119, best error:       311.93851 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 1005.4133300781s, input_fired_time: 12.3276891708, output_fired_time: 11.5234460831, propagate_forward_time: 424.3398742676, propagate_backward_time: 527.2529907227, weight_update_time: 2.0694775581, other_time: 29.9692993164
epoch time: 91.9905319214s, input_fired_time: 1.7808657885, output_fired_time: 0.0000000000, propagate_forward_time: 85.0064697266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.2031936646
validation[          , genome 18231] predictions:    9882/  10000 (98.82%), best:    9910/10000 (99.10%), error:       364.70166, best error:       311.93851 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 1002.5622558594s, input_fired_time: 12.2351694107, output_fired_time: 11.1997108459, propagate_forward_time: 423.7510070801, propagate_backward_time: 526.3043212891, weight_update_time: 2.0538988113, other_time: 29.0720214844
epoch time: 91.8674850464s, input_fired_time: 1.7661525011, output_fired_time: 0.0000000000, propagate_forward_time: 84.9823150635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.1190185547
validation[          , genome 18231] predictions:    9891/  10000 (98.91%), best:    9910/10000 (99.10%), error:       337.96002, best error:       311.93851 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 1004.9572753906s, input_fired_time: 12.8240852356, output_fired_time: 11.0945558548, propagate_forward_time: 425.0625000000, propagate_backward_time: 527.2105102539, weight_update_time: 1.8337779045, other_time: 28.7656250000
epoch time: 91.9940338135s, input_fired_time: 1.7886738777, output_fired_time: 0.0000000000, propagate_forward_time: 85.0256881714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.1796722412
validation[          , genome 18231] predictions:    9913/  10000 (99.13%), best:    9913/10000 (99.13%), error:       298.61057, best error:       298.61057 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 1003.4296264648s, input_fired_time: 12.5223665237, output_fired_time: 11.2571372986, propagate_forward_time: 424.5752258301, propagate_backward_time: 526.3709716797, weight_update_time: 1.8508592844, other_time: 28.7039794922
epoch time: 92.1863479614s, input_fired_time: 1.8086254597, output_fired_time: 0.0000000000, propagate_forward_time: 85.2257614136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.1519622803
validation[          , genome 18231] predictions:    9897/  10000 (98.97%), best:    9913/10000 (99.13%), error:       338.03223, best error:       298.61057 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 1004.6735229492s, input_fired_time: 12.4742631912, output_fired_time: 11.2695808411, propagate_forward_time: 425.0914611816, propagate_backward_time: 526.8911743164, weight_update_time: 1.8488764763, other_time: 28.9470825195
epoch time: 91.9328994751s, input_fired_time: 1.7834824324, output_fired_time: 0.0000000000, propagate_forward_time: 85.0430908203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.1063232422
validation[          , genome 18231] predictions:    9904/  10000 (99.04%), best:    9913/10000 (99.13%), error:       330.02634, best error:       298.61057 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 1004.9764404297s, input_fired_time: 12.5127048492, output_fired_time: 11.2783403397, propagate_forward_time: 425.1883544922, propagate_backward_time: 527.0629272461, weight_update_time: 1.8557648659, other_time: 28.9341430664
epoch time: 92.2312622070s, input_fired_time: 1.7956452370, output_fired_time: 0.0000000000, propagate_forward_time: 85.1495971680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.2860183716
validation[          , genome 18231] predictions:    9909/  10000 (99.09%), best:    9909/10000 (99.09%), error:       291.50891, best error:       291.50891 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 1004.6737670898s, input_fired_time: 12.4849777222, output_fired_time: 11.2748003006, propagate_forward_time: 425.0085754395, propagate_backward_time: 526.9549560547, weight_update_time: 1.8520244360, other_time: 28.9504394531
epoch time: 92.1727981567s, input_fired_time: 1.7855422497, output_fired_time: 0.0000000000, propagate_forward_time: 85.1271743774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.2600784302
validation[          , genome 18231] predictions:    9903/  10000 (99.03%), best:    9909/10000 (99.09%), error:       301.84018, best error:       291.50891 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 1005.2222290039s, input_fired_time: 12.5059661865, output_fired_time: 11.3023891449, propagate_forward_time: 425.2953186035, propagate_backward_time: 527.2182617188, weight_update_time: 1.8407053947, other_time: 28.9002685547
epoch time: 92.1657943726s, input_fired_time: 1.7905143499, output_fired_time: 0.0000000000, propagate_forward_time: 85.1132049561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.2620773315
validation[          , genome 18231] predictions:    9911/  10000 (99.11%), best:    9911/10000 (99.11%), error:       290.17065, best error:       290.17065 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 1005.2237548828s, input_fired_time: 12.4666566849, output_fired_time: 11.2412281036, propagate_forward_time: 425.3147583008, propagate_backward_time: 527.2352294922, weight_update_time: 1.8484138250, other_time: 28.9658813477
epoch time: 92.2159118652s, input_fired_time: 1.7893946171, output_fired_time: 0.0000000000, propagate_forward_time: 85.3132476807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.1132659912
validation[          , genome 18231] predictions:    9911/  10000 (99.11%), best:    9911/10000 (99.11%), error:       285.54919, best error:       285.54919 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 1004.1666259766s, input_fired_time: 12.4917840958, output_fired_time: 11.2666187286, propagate_forward_time: 424.8821716309, propagate_backward_time: 526.5678100586, weight_update_time: 1.8645116091, other_time: 28.9583129883
epoch time: 92.1055831909s, input_fired_time: 1.7944425344, output_fired_time: 0.0000000000, propagate_forward_time: 85.0719985962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.2391433716
validation[          , genome 18231] predictions:    9913/  10000 (99.13%), best:    9911/10000 (99.11%), error:       288.56897, best error:       285.54919 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 1003.8985595703s, input_fired_time: 12.4769105911, output_fired_time: 11.2277688980, propagate_forward_time: 424.8022460938, propagate_backward_time: 526.5681152344, weight_update_time: 1.8512409925, other_time: 28.8234863281
epoch time: 92.3812484741s, input_fired_time: 1.8547121286, output_fired_time: 0.0000000000, propagate_forward_time: 85.2052459717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3212890625
validation[          , genome 18231] predictions:    9908/  10000 (99.08%), best:    9911/10000 (99.11%), error:       326.23834, best error:       285.54919 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 1004.1552734375s, input_fired_time: 12.4678564072, output_fired_time: 11.2770328522, propagate_forward_time: 424.6937561035, propagate_backward_time: 526.5672607422, weight_update_time: 1.8524866104, other_time: 29.1494140625
epoch time: 92.4080657959s, input_fired_time: 1.8876285553, output_fired_time: 0.0000000000, propagate_forward_time: 85.2449874878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.2754516602
validation[          , genome 18231] predictions:    9916/  10000 (99.16%), best:    9911/10000 (99.11%), error:       298.98984, best error:       285.54919 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 1003.7987670898s, input_fired_time: 12.4603805542, output_fired_time: 11.2858676910, propagate_forward_time: 424.5897216797, propagate_backward_time: 526.4987792969, weight_update_time: 1.8486391306, other_time: 28.9639892578
epoch time: 92.0963211060s, input_fired_time: 1.8131333590, output_fired_time: 0.0000000000, propagate_forward_time: 85.0978012085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.1853866577
validation[          , genome 18231] predictions:    9913/  10000 (99.13%), best:    9911/10000 (99.11%), error:       302.28723, best error:       285.54919 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 1003.4988403320s, input_fired_time: 12.4860572815, output_fired_time: 11.2435226440, propagate_forward_time: 424.5818786621, propagate_backward_time: 526.3056640625, weight_update_time: 1.8522640467, other_time: 28.8817138672
epoch time: 92.0717697144s, input_fired_time: 1.7812118530, output_fired_time: 0.0000000000, propagate_forward_time: 85.0292739868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.2612838745
validation[          , genome 18231] predictions:    9902/  10000 (99.02%), best:    9911/10000 (99.11%), error:       328.32391, best error:       285.54919 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 1003.5512695312s, input_fired_time: 12.4771537781, output_fired_time: 11.2487831116, propagate_forward_time: 424.5267944336, propagate_backward_time: 526.2922973633, weight_update_time: 1.8508673906, other_time: 29.0062255859
epoch time: 91.9636001587s, input_fired_time: 1.7810313702, output_fired_time: 0.0000000000, propagate_forward_time: 85.0442581177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.1383132935
validation[          , genome 18231] predictions:    9905/  10000 (99.05%), best:    9911/10000 (99.11%), error:       300.68619, best error:       285.54919 on epoch:    64, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 1003.2021484375s, input_fired_time: 12.4917383194, output_fired_time: 11.2810726166, propagate_forward_time: 424.4081726074, propagate_backward_time: 526.1584472656, weight_update_time: 1.8441830873, other_time: 28.8626708984
epoch time: 92.0606155396s, input_fired_time: 1.7818225622, output_fired_time: 0.0000000000, propagate_forward_time: 85.0478439331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.2309494019
validation[          , genome 18231] predictions:    9894/  10000 (98.94%), best:    9911/10000 (99.11%), error:       331.56613, best error:       285.54919 on epoch:    64, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 1003.7782592773s, input_fired_time: 12.4487361908, output_fired_time: 11.2713708878, propagate_forward_time: 424.6159667969, propagate_backward_time: 526.4901123047, weight_update_time: 1.8414500952, other_time: 28.9520874023
epoch time: 92.1177825928s, input_fired_time: 1.7909575701, output_fired_time: 0.0000000000, propagate_forward_time: 85.0919036865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.2349243164
validation[          , genome 18231] predictions:    9908/  10000 (99.08%), best:    9911/10000 (99.11%), error:       293.78156, best error:       285.54919 on epoch:    64, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 1006.5523071289s, input_fired_time: 12.7638692856, output_fired_time: 11.6009855270, propagate_forward_time: 425.1463623047, propagate_backward_time: 527.0307617188, weight_update_time: 1.8902075291, other_time: 30.0103149414
epoch time: 92.5093078613s, input_fired_time: 1.8441226482, output_fired_time: 0.0000000000, propagate_forward_time: 85.2471160889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.4180679321
validation[          , genome 18231] predictions:    9920/  10000 (99.20%), best:    9920/10000 (99.20%), error:       274.77106, best error:       274.77106 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 1008.3780517578s, input_fired_time: 12.8389167786, output_fired_time: 11.7201166153, propagate_forward_time: 425.5769348145, propagate_backward_time: 527.9497070312, weight_update_time: 1.8883568048, other_time: 30.2923583984
epoch time: 92.7628173828s, input_fired_time: 1.8699016571, output_fired_time: 0.0000000000, propagate_forward_time: 85.4152374268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.4776763916
validation[          , genome 18231] predictions:    9916/  10000 (99.16%), best:    9920/10000 (99.20%), error:       281.35767, best error:       274.77106 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 1008.9108886719s, input_fired_time: 12.8259162903, output_fired_time: 11.7289896011, propagate_forward_time: 425.7416992188, propagate_backward_time: 528.2719116211, weight_update_time: 1.8905832767, other_time: 30.3423461914
epoch time: 92.4972686768s, input_fired_time: 1.8482161760, output_fired_time: 0.0000000000, propagate_forward_time: 85.1920394897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.4570159912
validation[          , genome 18231] predictions:    9913/  10000 (99.13%), best:    9920/10000 (99.20%), error:       288.04263, best error:       274.77106 on epoch:    73, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 1008.2840576172s, input_fired_time: 12.8079528809, output_fired_time: 11.6473474503, propagate_forward_time: 425.6945800781, propagate_backward_time: 527.9776611328, weight_update_time: 1.8790571690, other_time: 30.1564941406
epoch time: 92.3599472046s, input_fired_time: 1.8239110708, output_fired_time: 0.0000000000, propagate_forward_time: 85.2172393799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3187942505
validation[          , genome 18231] predictions:    9915/  10000 (99.15%), best:    9920/10000 (99.20%), error:       293.43295, best error:       274.77106 on epoch:    73, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 1004.7947998047s, input_fired_time: 12.5828714371, output_fired_time: 11.3374223709, propagate_forward_time: 424.9020385742, propagate_backward_time: 526.7553100586, weight_update_time: 1.8640719652, other_time: 29.2171630859
epoch time: 92.0701828003s, input_fired_time: 1.7917183638, output_fired_time: 0.0000000000, propagate_forward_time: 85.0735855103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.2048797607
validation[          , genome 18231] predictions:    9915/  10000 (99.15%), best:    9920/10000 (99.20%), error:       295.14484, best error:       274.77106 on epoch:    73, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 1004.6807250977s, input_fired_time: 12.5713834763, output_fired_time: 11.3145275116, propagate_forward_time: 424.9562988281, propagate_backward_time: 526.7767333984, weight_update_time: 1.8477647305, other_time: 29.0617675781
epoch time: 92.5303115845s, input_fired_time: 1.8274791241, output_fired_time: 0.0000000000, propagate_forward_time: 85.4091186523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.2937164307
validation[          , genome 18231] predictions:    9912/  10000 (99.12%), best:    9920/10000 (99.20%), error:       282.45828, best error:       274.77106 on epoch:    73, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 1007.3510742188s, input_fired_time: 12.6042299271, output_fired_time: 11.3558692932, propagate_forward_time: 426.1281127930, propagate_backward_time: 527.9097290039, weight_update_time: 1.8576046228, other_time: 29.3530883789
epoch time: 92.2092361450s, input_fired_time: 1.7969582081, output_fired_time: 0.0000000000, propagate_forward_time: 85.1274948120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.2847824097
validation[          , genome 18231] predictions:    9922/  10000 (99.22%), best:    9922/10000 (99.22%), error:       272.46033, best error:       272.46033 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 1005.5535278320s, input_fired_time: 12.5690879822, output_fired_time: 11.3487348557, propagate_forward_time: 425.1305236816, propagate_backward_time: 527.0409545898, weight_update_time: 1.8573867083, other_time: 29.4641723633
epoch time: 92.8197784424s, input_fired_time: 1.8816587925, output_fired_time: 0.0000000000, propagate_forward_time: 85.5257873535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.4123306274
validation[          , genome 18231] predictions:    9918/  10000 (99.18%), best:    9922/10000 (99.22%), error:       287.52225, best error:       272.46033 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 1012.0693359375s, input_fired_time: 12.9625663757, output_fired_time: 11.7705669403, propagate_forward_time: 426.8455200195, propagate_backward_time: 530.4929199219, weight_update_time: 1.9039343596, other_time: 29.9977416992
epoch time: 92.6818542480s, input_fired_time: 1.8753855228, output_fired_time: 0.0000000000, propagate_forward_time: 85.3446197510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.4618453979
validation[          , genome 18231] predictions:    9910/  10000 (99.10%), best:    9922/10000 (99.22%), error:       284.83139, best error:       272.46033 on epoch:    79, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 1009.6818237305s, input_fired_time: 12.9495487213, output_fired_time: 11.8206434250, propagate_forward_time: 426.1156616211, propagate_backward_time: 528.5328369141, weight_update_time: 1.8922017813, other_time: 30.2631835938
epoch time: 92.5888824463s, input_fired_time: 1.8543583155, output_fired_time: 0.0000000000, propagate_forward_time: 85.3074874878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.4270401001
validation[          , genome 18231] predictions:    9895/  10000 (98.95%), best:    9922/10000 (99.22%), error:       335.85974, best error:       272.46033 on epoch:    79, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 1008.8876342773s, input_fired_time: 12.8938360214, output_fired_time: 11.7326936722, propagate_forward_time: 425.9198608398, propagate_backward_time: 528.2487182617, weight_update_time: 1.8849747181, other_time: 30.0925292969
epoch time: 92.3975906372s, input_fired_time: 1.8499952555, output_fired_time: 0.0000000000, propagate_forward_time: 85.1948928833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3526992798
validation[          , genome 18231] predictions:    9923/  10000 (99.23%), best:    9922/10000 (99.22%), error:       276.17062, best error:       272.46033 on epoch:    79, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 1007.7073364258s, input_fired_time: 12.8609037399, output_fired_time: 11.6311740875, propagate_forward_time: 425.4476318359, propagate_backward_time: 527.7504272461, weight_update_time: 1.8893526793, other_time: 30.0172119141
epoch time: 93.0499420166s, input_fired_time: 1.9638609886, output_fired_time: 0.0000000000, propagate_forward_time: 85.5036544800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.5824279785
validation[          , genome 18231] predictions:    9917/  10000 (99.17%), best:    9922/10000 (99.22%), error:       274.02017, best error:       272.46033 on epoch:    79, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 1007.8571166992s, input_fired_time: 12.8587512970, output_fired_time: 11.6902770996, propagate_forward_time: 425.5534057617, propagate_backward_time: 527.6981811523, weight_update_time: 1.8843412399, other_time: 30.0565185547
epoch time: 92.5398330688s, input_fired_time: 1.8507331610, output_fired_time: 0.0000000000, propagate_forward_time: 85.2580413818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.4310607910
validation[          , genome 18231] predictions:    9915/  10000 (99.15%), best:    9922/10000 (99.22%), error:       285.26520, best error:       272.46033 on epoch:    79, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 1009.0857543945s, input_fired_time: 12.9283714294, output_fired_time: 11.7510328293, propagate_forward_time: 425.8651123047, propagate_backward_time: 528.3778076172, weight_update_time: 1.8925929070, other_time: 30.1634521484
epoch time: 92.5532836914s, input_fired_time: 1.8591045141, output_fired_time: 0.0000000000, propagate_forward_time: 85.3384170532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3557586670
validation[          , genome 18231] predictions:    9915/  10000 (99.15%), best:    9922/10000 (99.22%), error:       289.77740, best error:       272.46033 on epoch:    79, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 1007.1270751953s, input_fired_time: 12.7777166367, output_fired_time: 11.5881853104, propagate_forward_time: 425.5397949219, propagate_backward_time: 527.5740966797, weight_update_time: 1.8765767813, other_time: 29.6472778320
epoch time: 92.2854766846s, input_fired_time: 1.8280340433, output_fired_time: 0.0000000000, propagate_forward_time: 85.2299194336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.2275238037
validation[          , genome 18231] predictions:    9912/  10000 (99.12%), best:    9922/10000 (99.22%), error:       288.74704, best error:       272.46033 on epoch:    79, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 1006.5560302734s, input_fired_time: 12.7459821701, output_fired_time: 11.5555725098, propagate_forward_time: 425.2638854980, propagate_backward_time: 527.2463378906, weight_update_time: 1.8717085123, other_time: 29.7442626953
epoch time: 92.4244689941s, input_fired_time: 1.8316321373, output_fired_time: 0.0000000000, propagate_forward_time: 85.1838912964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.4089431763
validation[          , genome 18231] predictions:    9917/  10000 (99.17%), best:    9917/10000 (99.17%), error:       268.47723, best error:       268.47723 on epoch:    88, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 1006.3392333984s, input_fired_time: 12.7526206970, output_fired_time: 11.4824132919, propagate_forward_time: 425.3127441406, propagate_backward_time: 527.3039550781, weight_update_time: 1.8693481684, other_time: 29.4874877930
epoch time: 92.3755340576s, input_fired_time: 1.8278130293, output_fired_time: 0.0000000000, propagate_forward_time: 85.2201232910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3275985718
validation[          , genome 18231] predictions:    9919/  10000 (99.19%), best:    9917/10000 (99.17%), error:       288.03067, best error:       268.47723 on epoch:    88, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 1006.2089843750s, input_fired_time: 12.7384033203, output_fired_time: 11.5564641953, propagate_forward_time: 425.1893005371, propagate_backward_time: 527.0690917969, weight_update_time: 1.8707581758, other_time: 29.6557617188
epoch time: 92.7472076416s, input_fired_time: 1.9043810368, output_fired_time: 0.0000000000, propagate_forward_time: 85.4367218018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.4061050415
validation[          , genome 18231] predictions:    9921/  10000 (99.21%), best:    9917/10000 (99.17%), error:       279.10895, best error:       268.47723 on epoch:    88, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 1007.8246459961s, input_fired_time: 12.7246522903, output_fired_time: 11.5564403534, propagate_forward_time: 425.9548034668, propagate_backward_time: 528.0361328125, weight_update_time: 1.8750886917, other_time: 29.5526123047
epoch time: 92.5425567627s, input_fired_time: 1.8923089504, output_fired_time: 0.0000000000, propagate_forward_time: 85.3126831055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3375625610
validation[          , genome 18231] predictions:    9913/  10000 (99.13%), best:    9917/10000 (99.17%), error:       322.37543, best error:       268.47723 on epoch:    88, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 1006.2764282227s, input_fired_time: 12.7250032425, output_fired_time: 11.5332527161, propagate_forward_time: 425.2336425781, propagate_backward_time: 527.2251586914, weight_update_time: 1.8674235344, other_time: 29.5593872070
epoch time: 92.3107452393s, input_fired_time: 1.8265070915, output_fired_time: 0.0000000000, propagate_forward_time: 85.2088775635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.2753601074
validation[          , genome 18231] predictions:    9915/  10000 (99.15%), best:    9917/10000 (99.17%), error:       287.48215, best error:       268.47723 on epoch:    88, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 1005.8260498047s, input_fired_time: 12.6955976486, output_fired_time: 11.5205936432, propagate_forward_time: 425.1048278809, propagate_backward_time: 527.0446166992, weight_update_time: 1.8663179874, other_time: 29.4603881836
epoch time: 92.2086486816s, input_fired_time: 1.8244059086, output_fired_time: 0.0000000000, propagate_forward_time: 85.1659240723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.2183151245
validation[          , genome 18231] predictions:    9915/  10000 (99.15%), best:    9917/10000 (99.17%), error:       282.56723, best error:       268.47723 on epoch:    88, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 1005.8507690430s, input_fired_time: 12.6977596283, output_fired_time: 11.4931011200, propagate_forward_time: 425.0698852539, propagate_backward_time: 526.9909057617, weight_update_time: 1.8642051220, other_time: 29.5991210938
epoch time: 92.2310562134s, input_fired_time: 1.8184183836, output_fired_time: 0.0000000000, propagate_forward_time: 85.1528625488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.2597732544
validation[          , genome 18231] predictions:    9920/  10000 (99.20%), best:    9917/10000 (99.17%), error:       293.62231, best error:       268.47723 on epoch:    88, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 1005.6989135742s, input_fired_time: 12.7043361664, output_fired_time: 11.4952144623, propagate_forward_time: 424.9967041016, propagate_backward_time: 526.9580078125, weight_update_time: 1.8700922728, other_time: 29.5446166992
epoch time: 92.3890686035s, input_fired_time: 1.8479238749, output_fired_time: 0.0000000000, propagate_forward_time: 85.1756896973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3654556274
validation[          , genome 18231] predictions:    9919/  10000 (99.19%), best:    9917/10000 (99.17%), error:       289.92853, best error:       268.47723 on epoch:    88, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 1005.5696411133s, input_fired_time: 12.7315568924, output_fired_time: 11.4916276932, propagate_forward_time: 424.9534301758, propagate_backward_time: 526.8802490234, weight_update_time: 1.8726376295, other_time: 29.5127563477
epoch time: 92.2556076050s, input_fired_time: 1.8230441809, output_fired_time: 0.0000000000, propagate_forward_time: 85.1255340576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3070297241
validation[          , genome 18231] predictions:    9915/  10000 (99.15%), best:    9917/10000 (99.17%), error:       287.57278, best error:       268.47723 on epoch:    88, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 1005.1680908203s, input_fired_time: 12.7273321152, output_fired_time: 11.4940681458, propagate_forward_time: 424.7944641113, propagate_backward_time: 526.6614990234, weight_update_time: 1.8684766293, other_time: 29.4907226562
epoch time: 92.2014541626s, input_fired_time: 1.8258887529, output_fired_time: 0.0000000000, propagate_forward_time: 85.0615234375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3140411377
validation[          , genome 18231] predictions:    9922/  10000 (99.22%), best:    9917/10000 (99.17%), error:       273.82324, best error:       268.47723 on epoch:    88, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 1004.8482055664s, input_fired_time: 12.7331476212, output_fired_time: 11.4943256378, propagate_forward_time: 424.6805419922, propagate_backward_time: 526.4561157227, weight_update_time: 1.8728801012, other_time: 29.4840698242
epoch time: 92.1267089844s, input_fired_time: 1.8174997568, output_fired_time: 0.0000000000, propagate_forward_time: 85.0599288940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.2492828369
validation[          , genome 18231] predictions:    9919/  10000 (99.19%), best:    9917/10000 (99.17%), error:       283.67471, best error:       268.47723 on epoch:    88, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 1005.0177001953s, input_fired_time: 12.7483682632, output_fired_time: 11.5437259674, propagate_forward_time: 424.7248535156, propagate_backward_time: 526.4965820312, weight_update_time: 1.8672317266, other_time: 29.5042114258
epoch time: 92.2092361450s, input_fired_time: 1.8253148794, output_fired_time: 0.0000000000, propagate_forward_time: 85.0880279541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.2958908081
validation[          , genome 18231] predictions:    9914/  10000 (99.14%), best:    9917/10000 (99.17%), error:       282.16504, best error:       268.47723 on epoch:    88, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 1004.8340454102s, input_fired_time: 12.7019729614, output_fired_time: 11.4974203110, propagate_forward_time: 424.6520080566, propagate_backward_time: 526.4795532227, weight_update_time: 1.8646941185, other_time: 29.5031127930
epoch time: 92.1997680664s, input_fired_time: 1.8253414631, output_fired_time: 0.0000000000, propagate_forward_time: 85.0705642700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3038635254
validation[          , genome 18231] predictions:    9918/  10000 (99.18%), best:    9917/10000 (99.17%), error:       290.50885, best error:       268.47723 on epoch:    88, 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: 461.5790100098s, input_fired_time: 9.3227853775, output_fired_time: 0.0000000000, propagate_forward_time: 425.6614685059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 26.5947570801
best training[          , genome 18231] predictions:   50000/  50000 (100.00%), best:    9917/10000 (99.17%), error:        81.32044, best error:       268.47723 on epoch:    88, 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: 92.2156372070s, input_fired_time: 1.8211292028, output_fired_time: 0.0000000000, propagate_forward_time: 85.0328903198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.3616180420
   testing[          , genome 18231] predictions:    9923/  10000 (99.23%), best:    9917/10000 (99.17%), error:       230.05051, best error:       268.47723 on epoch:    88, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:45:01 (23342): called boinc_finish(0)

</stderr_txt>
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