Nameexact_genome_1512735002_43_24711_0
Workunit2694857
Created19 Dec 2017, 16:33:16 UTC
Sent19 Dec 2017, 17:00:32 UTC
Report deadline12 Feb 2018, 22:23:53 UTC
Received23 Dec 2017, 23:45:50 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57927
Run time1 days 2 hours 10 min 15 sec
CPU time1 days 2 hours 6 min 57 sec
Validate stateInitial
Credit0.00
Device peak FLOPS3.39 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size170.85 MB
Peak swap size172.25 MB
Peak disk usage3.65 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
ime: 64.3017654419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1679458618
validation[          , genome 24711] predictions:    9808/  10000 (98.08%), best:    9850/10000 (98.50%), error:       621.49689, best error:       468.06879 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 860.8205566406s, input_fired_time: 7.3548183441, output_fired_time: 6.1620893478, propagate_forward_time: 323.4659729004, propagate_backward_time: 516.9276123047, weight_update_time: 0.7576997876, other_time: 6.9100341797
epoch time: 66.3240890503s, input_fired_time: 0.8034726977, output_fired_time: 0.0000000000, propagate_forward_time: 64.3370132446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1836013794
validation[          , genome 24711] predictions:    9835/  10000 (98.35%), best:    9850/10000 (98.50%), error:       544.29138, best error:       468.06879 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 858.3952026367s, input_fired_time: 7.3170256615, output_fired_time: 6.1076579094, propagate_forward_time: 322.7876892090, propagate_backward_time: 515.3167724609, weight_update_time: 0.7553545237, other_time: 6.8660888672
epoch time: 66.8674926758s, input_fired_time: 0.8076956868, output_fired_time: 0.0000000000, propagate_forward_time: 64.8875656128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1722335815
validation[          , genome 24711] predictions:    9833/  10000 (98.33%), best:    9850/10000 (98.50%), error:       526.70129, best error:       468.06879 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 863.9248657227s, input_fired_time: 7.3886756897, output_fired_time: 6.1378312111, propagate_forward_time: 324.9092102051, propagate_backward_time: 518.5762329102, weight_update_time: 0.7803445458, other_time: 6.9129028320
epoch time: 66.9531860352s, input_fired_time: 0.8076193333, output_fired_time: 0.0000000000, propagate_forward_time: 64.9754333496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1701354980
validation[          , genome 24711] predictions:    9798/  10000 (97.98%), best:    9850/10000 (98.50%), error:       656.04132, best error:       468.06879 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 864.3972778320s, input_fired_time: 7.3888864517, output_fired_time: 6.1326837540, propagate_forward_time: 325.2774047852, propagate_backward_time: 518.6835327148, weight_update_time: 0.7647813559, other_time: 6.9147338867
epoch time: 66.9739227295s, input_fired_time: 0.8081449866, output_fired_time: 0.0000000000, propagate_forward_time: 64.9911270142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1746520996
validation[          , genome 24711] predictions:    9858/  10000 (98.58%), best:    9850/10000 (98.50%), error:       475.29892, best error:       468.06879 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 863.1767578125s, input_fired_time: 7.3675398827, output_fired_time: 6.1226577759, propagate_forward_time: 324.5892028809, propagate_backward_time: 518.2210693359, weight_update_time: 0.7595182061, other_time: 6.8762207031
epoch time: 66.9418258667s, input_fired_time: 0.8066767454, output_fired_time: 0.0000000000, propagate_forward_time: 64.9654006958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1697463989
validation[          , genome 24711] predictions:    9844/  10000 (98.44%), best:    9850/10000 (98.50%), error:       539.57440, best error:       468.06879 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 860.7966918945s, input_fired_time: 7.3589096069, output_fired_time: 6.1088485718, propagate_forward_time: 323.8690490723, propagate_backward_time: 516.5538940430, weight_update_time: 0.7574133873, other_time: 6.9060668945
epoch time: 66.3030471802s, input_fired_time: 0.8083357215, output_fired_time: 0.0000000000, propagate_forward_time: 64.3131484985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1815643311
validation[          , genome 24711] predictions:    9862/  10000 (98.62%), best:    9862/10000 (98.62%), error:       459.96317, best error:       459.96317 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 858.6938476562s, input_fired_time: 7.3615994453, output_fired_time: 6.1150364876, propagate_forward_time: 322.7165527344, propagate_backward_time: 515.5787963867, weight_update_time: 0.7775542736, other_time: 6.9218750000
epoch time: 66.9441070557s, input_fired_time: 0.8115069866, output_fired_time: 0.0000000000, propagate_forward_time: 64.9654388428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1671600342
validation[          , genome 24711] predictions:    9859/  10000 (98.59%), best:    9859/10000 (98.59%), error:       431.97885, best error:       431.97885 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 863.2114868164s, input_fired_time: 7.3798370361, output_fired_time: 6.1294074059, propagate_forward_time: 324.3367919922, propagate_backward_time: 518.4477539062, weight_update_time: 0.7607074380, other_time: 6.9177246094
epoch time: 66.3199462891s, input_fired_time: 0.8081700206, output_fired_time: 0.0000000000, propagate_forward_time: 64.3388824463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1728973389
validation[          , genome 24711] predictions:    9783/  10000 (97.83%), best:    9859/10000 (98.59%), error:       645.00598, best error:       431.97885 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 861.0231323242s, input_fired_time: 7.3626022339, output_fired_time: 6.1376624107, propagate_forward_time: 323.7351684570, propagate_backward_time: 516.9145507812, weight_update_time: 0.7582557201, other_time: 6.8731689453
epoch time: 67.2294387817s, input_fired_time: 0.8172327280, output_fired_time: 0.0000000000, propagate_forward_time: 65.2412414551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1709671021
validation[          , genome 24711] predictions:    9849/  10000 (98.49%), best:    9859/10000 (98.59%), error:       456.31140, best error:       431.97885 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 859.6624145508s, input_fired_time: 7.3751759529, output_fired_time: 6.0922126770, propagate_forward_time: 323.1924133301, propagate_backward_time: 516.0935668945, weight_update_time: 0.7582262158, other_time: 6.9089965820
epoch time: 67.0767669678s, input_fired_time: 0.8245281577, output_fired_time: 0.0000000000, propagate_forward_time: 65.0717086792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1805267334
validation[          , genome 24711] predictions:    9864/  10000 (98.64%), best:    9859/10000 (98.59%), error:       439.76825, best error:       431.97885 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 859.7687377930s, input_fired_time: 7.3581581116, output_fired_time: 6.1238751411, propagate_forward_time: 323.0232238770, propagate_backward_time: 516.3287963867, weight_update_time: 0.7580938339, other_time: 6.9346313477
epoch time: 66.9570693970s, input_fired_time: 0.8108043075, output_fired_time: 0.0000000000, propagate_forward_time: 64.9752349854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1710281372
validation[          , genome 24711] predictions:    9840/  10000 (98.40%), best:    9859/10000 (98.59%), error:       513.00177, best error:       431.97885 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 860.1017456055s, input_fired_time: 7.3500623703, output_fired_time: 6.1325135231, propagate_forward_time: 323.3301086426, propagate_backward_time: 516.3563232422, weight_update_time: 0.7795472145, other_time: 6.9327392578
epoch time: 66.1082687378s, input_fired_time: 0.8058975935, output_fired_time: 0.0000000000, propagate_forward_time: 64.1317749023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1705932617
validation[          , genome 24711] predictions:    9827/  10000 (98.27%), best:    9859/10000 (98.59%), error:       543.62677, best error:       431.97885 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 862.1090698242s, input_fired_time: 7.3841786385, output_fired_time: 6.1439776421, propagate_forward_time: 324.0992736816, propagate_backward_time: 517.5519409180, weight_update_time: 0.7581319213, other_time: 6.9297485352
epoch time: 66.7499847412s, input_fired_time: 0.8123824596, output_fired_time: 0.0000000000, propagate_forward_time: 64.7555618286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1820373535
validation[          , genome 24711] predictions:    9878/  10000 (98.78%), best:    9878/10000 (98.78%), error:       399.04721, best error:       399.04721 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 860.7622680664s, input_fired_time: 7.3976559639, output_fired_time: 6.1131300926, propagate_forward_time: 323.5797729492, propagate_backward_time: 516.7846679688, weight_update_time: 0.7599433064, other_time: 6.8870239258
epoch time: 66.4511337280s, input_fired_time: 0.8281114101, output_fired_time: 0.0000000000, propagate_forward_time: 64.4348754883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1881484985
validation[          , genome 24711] predictions:    9856/  10000 (98.56%), best:    9878/10000 (98.78%), error:       429.25125, best error:       399.04721 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 860.8448486328s, input_fired_time: 7.4002289772, output_fired_time: 6.1398348808, propagate_forward_time: 323.6395874023, propagate_backward_time: 516.7760009766, weight_update_time: 0.7570090294, other_time: 6.8892211914
epoch time: 67.1791229248s, input_fired_time: 0.8197331429, output_fired_time: 0.0000000000, propagate_forward_time: 65.1628265381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1965637207
validation[          , genome 24711] predictions:    9883/  10000 (98.83%), best:    9878/10000 (98.78%), error:       403.53497, best error:       399.04721 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 862.3942260742s, input_fired_time: 7.4090557098, output_fired_time: 6.1352605820, propagate_forward_time: 324.0715026855, propagate_backward_time: 517.8769531250, weight_update_time: 0.7624222040, other_time: 6.9014892578
epoch time: 66.9878997803s, input_fired_time: 0.8155756593, output_fired_time: 0.0000000000, propagate_forward_time: 64.9999313354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1723937988
validation[          , genome 24711] predictions:    9875/  10000 (98.75%), best:    9875/10000 (98.75%), error:       398.30350, best error:       398.30350 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 859.8644409180s, input_fired_time: 7.3755908012, output_fired_time: 6.1033725739, propagate_forward_time: 323.0982666016, propagate_backward_time: 516.3887939453, weight_update_time: 0.7568038702, other_time: 6.8983764648
epoch time: 66.0961380005s, input_fired_time: 0.8092263341, output_fired_time: 0.0000000000, propagate_forward_time: 64.1195297241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1673812866
validation[          , genome 24711] predictions:    9849/  10000 (98.49%), best:    9875/10000 (98.75%), error:       445.67426, best error:       398.30350 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 859.5255126953s, input_fired_time: 7.3894758224, output_fired_time: 6.1496562958, propagate_forward_time: 322.7578735352, propagate_backward_time: 516.3136596680, weight_update_time: 0.7577632070, other_time: 6.9148559570
epoch time: 66.9897689819s, input_fired_time: 0.8191393614, output_fired_time: 0.0000000000, propagate_forward_time: 64.9822540283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1883773804
validation[          , genome 24711] predictions:    9856/  10000 (98.56%), best:    9875/10000 (98.75%), error:       473.96527, best error:       398.30350 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 858.8233642578s, input_fired_time: 7.3914422989, output_fired_time: 6.1226792336, propagate_forward_time: 322.6914978027, propagate_backward_time: 515.7052001953, weight_update_time: 0.7596008778, other_time: 6.9125976562
epoch time: 66.7224273682s, input_fired_time: 0.8194064498, output_fired_time: 0.0000000000, propagate_forward_time: 64.7185668945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1844558716
validation[          , genome 24711] predictions:    9873/  10000 (98.73%), best:    9873/10000 (98.73%), error:       397.53638, best error:       397.53638 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 860.8416137695s, input_fired_time: 7.3980574608, output_fired_time: 6.1217131615, propagate_forward_time: 323.4942626953, propagate_backward_time: 516.9316406250, weight_update_time: 0.7586693168, other_time: 6.8959350586
epoch time: 66.2833709717s, input_fired_time: 0.8186635375, output_fired_time: 0.0000000000, propagate_forward_time: 64.2943572998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1703491211
validation[          , genome 24711] predictions:    9821/  10000 (98.21%), best:    9873/10000 (98.73%), error:       583.87976, best error:       397.53638 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 859.5856933594s, input_fired_time: 7.4135465622, output_fired_time: 6.1331510544, propagate_forward_time: 323.0021362305, propagate_backward_time: 516.1575317383, weight_update_time: 0.7557820678, other_time: 6.8792724609
epoch time: 66.9459838867s, input_fired_time: 0.8163865209, output_fired_time: 0.0000000000, propagate_forward_time: 64.9586257935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1709747314
validation[          , genome 24711] predictions:    9851/  10000 (98.51%), best:    9873/10000 (98.73%), error:       446.22253, best error:       397.53638 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 862.0949707031s, input_fired_time: 7.3891921043, output_fired_time: 6.0848321915, propagate_forward_time: 324.2972106934, propagate_backward_time: 517.4040527344, weight_update_time: 0.7584967613, other_time: 6.9196777344
epoch time: 67.1306304932s, input_fired_time: 0.8193277121, output_fired_time: 0.0000000000, propagate_forward_time: 65.1351089478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1761932373
validation[          , genome 24711] predictions:    9893/  10000 (98.93%), best:    9893/10000 (98.93%), error:       368.47644, best error:       368.47644 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 860.4786376953s, input_fired_time: 7.3995599747, output_fired_time: 6.1096272469, propagate_forward_time: 323.4769897461, propagate_backward_time: 516.5835571289, weight_update_time: 0.7590219378, other_time: 6.9089355469
epoch time: 67.2389297485s, input_fired_time: 0.8204042315, output_fired_time: 0.0000000000, propagate_forward_time: 65.2300262451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1884994507
validation[          , genome 24711] predictions:    9866/  10000 (98.66%), best:    9893/10000 (98.93%), error:       431.95560, best error:       368.47644 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 862.9155883789s, input_fired_time: 7.3996973038, output_fired_time: 6.0933165550, propagate_forward_time: 324.6383666992, propagate_backward_time: 517.8676147461, weight_update_time: 0.7581074238, other_time: 6.9165649414
epoch time: 66.9256515503s, input_fired_time: 0.8187174201, output_fired_time: 0.0000000000, propagate_forward_time: 64.9257812500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1811523438
validation[          , genome 24711] predictions:    9876/  10000 (98.76%), best:    9893/10000 (98.93%), error:       418.40646, best error:       368.47644 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 862.8032226562s, input_fired_time: 7.4122309685, output_fired_time: 6.1170721054, propagate_forward_time: 324.5120849609, propagate_backward_time: 517.8692626953, weight_update_time: 0.7586457729, other_time: 6.8925781250
epoch time: 66.5273208618s, input_fired_time: 0.8220545053, output_fired_time: 0.0000000000, propagate_forward_time: 64.5347824097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1704864502
validation[          , genome 24711] predictions:    9850/  10000 (98.50%), best:    9893/10000 (98.93%), error:       458.57828, best error:       368.47644 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 861.0347900391s, input_fired_time: 7.4050283432, output_fired_time: 6.1084861755, propagate_forward_time: 323.8719482422, propagate_backward_time: 516.7741088867, weight_update_time: 0.7627968788, other_time: 6.8752441406
epoch time: 67.0137252808s, input_fired_time: 0.8183425665, output_fired_time: 0.0000000000, propagate_forward_time: 65.0195846558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1757965088
validation[          , genome 24711] predictions:    9860/  10000 (98.60%), best:    9893/10000 (98.93%), error:       470.53220, best error:       368.47644 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 862.3052368164s, input_fired_time: 7.4202165604, output_fired_time: 6.1061010361, propagate_forward_time: 324.3436889648, propagate_backward_time: 517.5072631836, weight_update_time: 0.7602075934, other_time: 6.9279785156
epoch time: 66.2979125977s, input_fired_time: 0.8171553612, output_fired_time: 0.0000000000, propagate_forward_time: 64.3033294678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1774291992
validation[          , genome 24711] predictions:    9883/  10000 (98.83%), best:    9893/10000 (98.93%), error:       372.38980, best error:       368.47644 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 860.9858398438s, input_fired_time: 7.4085168839, output_fired_time: 6.1166844368, propagate_forward_time: 323.7107849121, propagate_backward_time: 516.8725585938, weight_update_time: 0.7559825778, other_time: 6.8773193359
epoch time: 66.7651748657s, input_fired_time: 0.8148351908, output_fired_time: 0.0000000000, propagate_forward_time: 64.7841491699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1661911011
validation[          , genome 24711] predictions:    9875/  10000 (98.75%), best:    9893/10000 (98.93%), error:       398.09555, best error:       368.47644 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 865.1320800781s, input_fired_time: 7.4678740501, output_fired_time: 6.1043395996, propagate_forward_time: 325.7395629883, propagate_backward_time: 518.9218750000, weight_update_time: 0.7615731955, other_time: 6.8983764648
epoch time: 66.9923553467s, input_fired_time: 0.8218377233, output_fired_time: 0.0000000000, propagate_forward_time: 64.9965438843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1739730835
validation[          , genome 24711] predictions:    9839/  10000 (98.39%), best:    9893/10000 (98.93%), error:       468.71091, best error:       368.47644 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 860.1437988281s, input_fired_time: 7.4150152206, output_fired_time: 6.1129131317, propagate_forward_time: 323.2502746582, propagate_backward_time: 516.4821166992, weight_update_time: 0.7565408945, other_time: 6.8834838867
epoch time: 66.7502746582s, input_fired_time: 0.8235645890, output_fired_time: 0.0000000000, propagate_forward_time: 64.7553634644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1713485718
validation[          , genome 24711] predictions:    9884/  10000 (98.84%), best:    9893/10000 (98.93%), error:       369.40521, best error:       368.47644 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 859.4746093750s, input_fired_time: 7.3922071457, output_fired_time: 6.0839800835, propagate_forward_time: 323.1432800293, propagate_backward_time: 515.9302368164, weight_update_time: 0.7795956731, other_time: 6.9248657227
epoch time: 66.6375961304s, input_fired_time: 0.8249521852, output_fired_time: 0.0000000000, propagate_forward_time: 64.6267852783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1858596802
validation[          , genome 24711] predictions:    9896/  10000 (98.96%), best:    9896/10000 (98.96%), error:       347.17032, best error:       347.17032 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 858.1231079102s, input_fired_time: 7.4045395851, output_fired_time: 6.1071114540, propagate_forward_time: 322.3740539551, propagate_backward_time: 515.3626098633, weight_update_time: 0.7554274201, other_time: 6.8748168945
epoch time: 67.1764297485s, input_fired_time: 0.8277380466, output_fired_time: 0.0000000000, propagate_forward_time: 65.1742401123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1744537354
validation[          , genome 24711] predictions:    9881/  10000 (98.81%), best:    9896/10000 (98.96%), error:       383.64737, best error:       347.17032 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 863.5990600586s, input_fired_time: 7.4510278702, output_fired_time: 6.1334109306, propagate_forward_time: 324.7643432617, propagate_backward_time: 518.3788452148, weight_update_time: 0.7595734000, other_time: 6.8713989258
epoch time: 67.2239990234s, input_fired_time: 0.8323984146, output_fired_time: 0.0000000000, propagate_forward_time: 65.2046051025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1869964600
validation[          , genome 24711] predictions:    9887/  10000 (98.87%), best:    9896/10000 (98.96%), error:       378.84546, best error:       347.17032 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 860.6765136719s, input_fired_time: 7.4128236771, output_fired_time: 6.0663700104, propagate_forward_time: 324.0810852051, propagate_backward_time: 516.2137451172, weight_update_time: 0.7573934197, other_time: 6.9024658203
epoch time: 66.5064315796s, input_fired_time: 0.8270764351, output_fired_time: 0.0000000000, propagate_forward_time: 64.5002136230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1791381836
validation[          , genome 24711] predictions:    9881/  10000 (98.81%), best:    9896/10000 (98.96%), error:       348.54886, best error:       347.17032 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 862.0974121094s, input_fired_time: 7.4311914444, output_fired_time: 6.1247258186, propagate_forward_time: 324.2158203125, propagate_backward_time: 517.4363403320, weight_update_time: 0.7576327920, other_time: 6.8892822266
epoch time: 66.3433380127s, input_fired_time: 0.8226302862, output_fired_time: 0.0000000000, propagate_forward_time: 64.3545684814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1661376953
validation[          , genome 24711] predictions:    9881/  10000 (98.81%), best:    9896/10000 (98.96%), error:       381.88394, best error:       347.17032 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 860.7476806641s, input_fired_time: 7.4215593338, output_fired_time: 6.1103348732, propagate_forward_time: 323.9169921875, propagate_backward_time: 516.3972778320, weight_update_time: 0.7544691563, other_time: 6.9014892578
epoch time: 66.3543853760s, input_fired_time: 0.8242017627, output_fired_time: 0.0000000000, propagate_forward_time: 64.3514633179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1787185669
validation[          , genome 24711] predictions:    9871/  10000 (98.71%), best:    9896/10000 (98.96%), error:       387.28952, best error:       347.17032 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 860.7678833008s, input_fired_time: 7.4682517052, output_fired_time: 6.1153750420, propagate_forward_time: 323.8006286621, propagate_backward_time: 516.4890747070, weight_update_time: 0.7597978711, other_time: 6.8945922852
epoch time: 66.3202590942s, input_fired_time: 0.8277304769, output_fired_time: 0.0000000000, propagate_forward_time: 64.3078994751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1846313477
validation[          , genome 24711] predictions:    9880/  10000 (98.80%), best:    9896/10000 (98.96%), error:       409.58441, best error:       347.17032 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 860.0869750977s, input_fired_time: 7.4624133110, output_fired_time: 6.0996246338, propagate_forward_time: 323.2627563477, propagate_backward_time: 516.3659667969, weight_update_time: 0.7578006983, other_time: 6.8962402344
epoch time: 67.9886245728s, input_fired_time: 0.8296406865, output_fired_time: 0.0000000000, propagate_forward_time: 65.9824066162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1765747070
validation[          , genome 24711] predictions:    9887/  10000 (98.87%), best:    9896/10000 (98.96%), error:       351.43677, best error:       347.17032 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 863.3167724609s, input_fired_time: 7.4688186646, output_fired_time: 6.1409506798, propagate_forward_time: 324.6662597656, propagate_backward_time: 518.1582031250, weight_update_time: 0.7606586814, other_time: 6.8825683594
epoch time: 66.2888565063s, input_fired_time: 0.8256748319, output_fired_time: 0.0000000000, propagate_forward_time: 64.2957992554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1673812866
validation[          , genome 24711] predictions:    9888/  10000 (98.88%), best:    9888/10000 (98.88%), error:       346.86337, best error:       346.86337 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 859.7482910156s, input_fired_time: 7.4617934227, output_fired_time: 6.1097316742, propagate_forward_time: 323.1505126953, propagate_backward_time: 516.1464843750, weight_update_time: 0.7540770769, other_time: 6.8797607422
epoch time: 66.6026916504s, input_fired_time: 0.8257817626, output_fired_time: 0.0000000000, propagate_forward_time: 64.5851287842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1917800903
validation[          , genome 24711] predictions:    9840/  10000 (98.40%), best:    9888/10000 (98.88%), error:       495.40277, best error:       346.86337 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 862.5322875977s, input_fired_time: 7.4687228203, output_fired_time: 6.1337151527, propagate_forward_time: 324.3023681641, propagate_backward_time: 517.7409667969, weight_update_time: 0.7608308792, other_time: 6.8864746094
epoch time: 66.9965057373s, input_fired_time: 0.8285850883, output_fired_time: 0.0000000000, propagate_forward_time: 64.9956893921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1722335815
validation[          , genome 24711] predictions:    9885/  10000 (98.85%), best:    9888/10000 (98.88%), error:       379.84698, best error:       346.86337 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 863.1299438477s, input_fired_time: 7.4851584435, output_fired_time: 6.1283874512, propagate_forward_time: 324.3346252441, propagate_backward_time: 518.2963867188, weight_update_time: 0.7602572441, other_time: 6.8853759766
epoch time: 66.9720077515s, input_fired_time: 0.8324620724, output_fired_time: 0.0000000000, propagate_forward_time: 64.9286956787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2108535767
validation[          , genome 24711] predictions:    9874/  10000 (98.74%), best:    9888/10000 (98.88%), error:       440.32709, best error:       346.86337 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 862.8866577148s, input_fired_time: 7.4875807762, output_fired_time: 6.1343126297, propagate_forward_time: 324.5477294922, propagate_backward_time: 517.8538818359, weight_update_time: 0.7586086988, other_time: 6.8630981445
epoch time: 66.9340515137s, input_fired_time: 0.8296104670, output_fired_time: 0.0000000000, propagate_forward_time: 64.9363021851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1681365967
validation[          , genome 24711] predictions:    9891/  10000 (98.91%), best:    9891/10000 (98.91%), error:       345.05060, best error:       345.05060 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 862.3407592773s, input_fired_time: 7.4898900986, output_fired_time: 6.1228194237, propagate_forward_time: 324.4448242188, propagate_backward_time: 517.4114379883, weight_update_time: 0.7604848742, other_time: 6.8718261719
epoch time: 67.8166809082s, input_fired_time: 0.8521031141, output_fired_time: 0.0000000000, propagate_forward_time: 65.7703094482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1942672729
validation[          , genome 24711] predictions:    9891/  10000 (98.91%), best:    9891/10000 (98.91%), error:       351.53619, best error:       345.05060 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 861.5142211914s, input_fired_time: 7.4771237373, output_fired_time: 6.1178960800, propagate_forward_time: 323.8962707520, propagate_backward_time: 517.0969238281, weight_update_time: 0.7582241893, other_time: 6.9260253906
epoch time: 66.4393920898s, input_fired_time: 0.8315984011, output_fired_time: 0.0000000000, propagate_forward_time: 64.4326324463, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1751632690
validation[          , genome 24711] predictions:    9865/  10000 (98.65%), best:    9891/10000 (98.91%), error:       439.92886, best error:       345.05060 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 862.5700073242s, input_fired_time: 7.4879345894, output_fired_time: 6.1055030823, propagate_forward_time: 324.3478088379, propagate_backward_time: 517.7089233398, weight_update_time: 0.7569438219, other_time: 6.9198608398
epoch time: 66.7847061157s, input_fired_time: 0.8351451159, output_fired_time: 0.0000000000, propagate_forward_time: 64.7797546387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1698074341
validation[          , genome 24711] predictions:    9875/  10000 (98.75%), best:    9891/10000 (98.91%), error:       386.49744, best error:       345.05060 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 861.8108520508s, input_fired_time: 7.4756031036, output_fired_time: 6.1008057594, propagate_forward_time: 324.1214294434, propagate_backward_time: 517.1986694336, weight_update_time: 0.7571624517, other_time: 6.9143676758
epoch time: 66.7547302246s, input_fired_time: 0.8311015964, output_fired_time: 0.0000000000, propagate_forward_time: 64.7509155273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1727142334
validation[          , genome 24711] predictions:    9891/  10000 (98.91%), best:    9891/10000 (98.91%), error:       357.57703, best error:       345.05060 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 862.8911132812s, input_fired_time: 7.4681925774, output_fired_time: 6.0933742523, propagate_forward_time: 324.2805786133, propagate_backward_time: 518.1011352539, weight_update_time: 0.7740135193, other_time: 6.9478149414
epoch time: 67.0459976196s, input_fired_time: 0.8368504643, output_fired_time: 0.0000000000, propagate_forward_time: 65.0484237671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1607208252
validation[          , genome 24711] predictions:    9903/  10000 (99.03%), best:    9903/10000 (99.03%), error:       320.79581, best error:       320.79581 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 864.5753173828s, input_fired_time: 7.4971494675, output_fired_time: 6.1530199051, propagate_forward_time: 325.4292297363, propagate_backward_time: 518.6055297852, weight_update_time: 0.7641415596, other_time: 6.8904418945
epoch time: 67.8645095825s, input_fired_time: 0.8364461660, output_fired_time: 0.0000000000, propagate_forward_time: 65.8539352417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1741256714
validation[          , genome 24711] predictions:    9898/  10000 (98.98%), best:    9903/10000 (99.03%), error:       324.97659, best error:       320.79581 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 863.1262207031s, input_fired_time: 7.5052309036, output_fired_time: 6.1331787109, propagate_forward_time: 324.5434265137, propagate_backward_time: 518.0472412109, weight_update_time: 0.7578977346, other_time: 6.8970947266
epoch time: 66.9426422119s, input_fired_time: 0.8311360478, output_fired_time: 0.0000000000, propagate_forward_time: 64.9416427612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1698608398
validation[          , genome 24711] predictions:    9897/  10000 (98.97%), best:    9903/10000 (99.03%), error:       340.55560, best error:       320.79581 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 859.2554321289s, input_fired_time: 7.4725775719, output_fired_time: 6.1127820015, propagate_forward_time: 322.8613586426, propagate_backward_time: 515.9079589844, weight_update_time: 0.7548975945, other_time: 6.9007568359
epoch time: 66.2575759888s, input_fired_time: 0.8299347162, output_fired_time: 0.0000000000, propagate_forward_time: 64.2546691895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1729736328
validation[          , genome 24711] predictions:    9894/  10000 (98.94%), best:    9903/10000 (99.03%), error:       345.62891, best error:       320.79581 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 863.2968750000s, input_fired_time: 7.4991049767, output_fired_time: 6.1117944717, propagate_forward_time: 324.8592529297, propagate_backward_time: 517.9651489258, weight_update_time: 0.7586134672, other_time: 6.8615722656
epoch time: 66.7079467773s, input_fired_time: 0.8377077579, output_fired_time: 0.0000000000, propagate_forward_time: 64.6621017456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2081375122
validation[          , genome 24711] predictions:    9899/  10000 (98.99%), best:    9903/10000 (99.03%), error:       340.75464, best error:       320.79581 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 861.7680053711s, input_fired_time: 7.4914836884, output_fired_time: 6.1477966309, propagate_forward_time: 324.0503234863, propagate_backward_time: 517.1975097656, weight_update_time: 0.7582976222, other_time: 6.8809814453
epoch time: 66.6753082275s, input_fired_time: 0.8319766521, output_fired_time: 0.0000000000, propagate_forward_time: 64.6738204956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1695098877
validation[          , genome 24711] predictions:    9900/  10000 (99.00%), best:    9903/10000 (99.03%), error:       345.95648, best error:       320.79581 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 864.0708618164s, input_fired_time: 7.5441255569, output_fired_time: 6.1524906158, propagate_forward_time: 324.7825622559, propagate_backward_time: 518.6271972656, weight_update_time: 0.7606793046, other_time: 6.9644775391
epoch time: 67.0151138306s, input_fired_time: 0.8335815072, output_fired_time: 0.0000000000, propagate_forward_time: 65.0120620728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1694717407
validation[          , genome 24711] predictions:    9906/  10000 (99.06%), best:    9903/10000 (99.03%), error:       339.22809, best error:       320.79581 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 863.6596069336s, input_fired_time: 7.5095629692, output_fired_time: 6.1061711311, propagate_forward_time: 324.9611511230, propagate_backward_time: 518.2208251953, weight_update_time: 0.7563480139, other_time: 6.8618164062
epoch time: 67.4097366333s, input_fired_time: 0.8365636468, output_fired_time: 0.0000000000, propagate_forward_time: 65.4047164917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1684570312
validation[          , genome 24711] predictions:    9902/  10000 (99.02%), best:    9903/10000 (99.03%), error:       333.69968, best error:       320.79581 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 863.7786254883s, input_fired_time: 7.5151672363, output_fired_time: 6.0880737305, propagate_forward_time: 325.2616271973, propagate_backward_time: 518.0323486328, weight_update_time: 0.7597844601, other_time: 6.8813476562
epoch time: 66.3197250366s, input_fired_time: 0.8328127861, output_fired_time: 0.0000000000, propagate_forward_time: 64.3068084717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1801071167
validation[          , genome 24711] predictions:    9894/  10000 (98.94%), best:    9903/10000 (99.03%), error:       353.48959, best error:       320.79581 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 862.9769897461s, input_fired_time: 7.5319800377, output_fired_time: 6.1247787476, propagate_forward_time: 324.6283874512, propagate_backward_time: 517.8067016602, weight_update_time: 0.7599084973, other_time: 6.8851928711
epoch time: 67.0048675537s, input_fired_time: 0.8354334831, output_fired_time: 0.0000000000, propagate_forward_time: 64.9866867065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1827468872
validation[          , genome 24711] predictions:    9905/  10000 (99.05%), best:    9903/10000 (99.03%), error:       330.09216, best error:       320.79581 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 863.3323974609s, input_fired_time: 7.5036425591, output_fired_time: 6.1136264801, propagate_forward_time: 324.9335937500, propagate_backward_time: 517.8568725586, weight_update_time: 0.7593273520, other_time: 6.9246215820
epoch time: 66.4299926758s, input_fired_time: 0.8374433517, output_fired_time: 0.0000000000, propagate_forward_time: 64.4123153687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1802368164
validation[          , genome 24711] predictions:    9911/  10000 (99.11%), best:    9911/10000 (99.11%), error:       308.68442, best error:       308.68442 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 859.0760498047s, input_fired_time: 7.4892416000, output_fired_time: 6.1103715897, propagate_forward_time: 322.7420654297, propagate_backward_time: 515.8693847656, weight_update_time: 0.7548320889, other_time: 6.8649902344
epoch time: 66.4214553833s, input_fired_time: 0.8434123397, output_fired_time: 0.0000000000, propagate_forward_time: 64.4141769409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1638641357
validation[          , genome 24711] predictions:    9904/  10000 (99.04%), best:    9911/10000 (99.11%), error:       317.24081, best error:       308.68442 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 863.1548461914s, input_fired_time: 7.5183134079, output_fired_time: 6.1818256378, propagate_forward_time: 324.4748840332, propagate_backward_time: 518.0134277344, weight_update_time: 0.7588944435, other_time: 6.9664306641
epoch time: 67.7020492554s, input_fired_time: 0.8441475034, output_fired_time: 0.0000000000, propagate_forward_time: 65.6851119995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1727905273
validation[          , genome 24711] predictions:    9902/  10000 (99.02%), best:    9911/10000 (99.11%), error:       313.77441, best error:       308.68442 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 861.1281127930s, input_fired_time: 7.5697035789, output_fired_time: 6.1104755402, propagate_forward_time: 323.5708312988, propagate_backward_time: 516.9990844727, weight_update_time: 0.7574579716, other_time: 6.8779907227
epoch time: 67.7417221069s, input_fired_time: 0.8451633453, output_fired_time: 0.0000000000, propagate_forward_time: 65.7206726074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1758880615
validation[          , genome 24711] predictions:    9878/  10000 (98.78%), best:    9911/10000 (99.11%), error:       387.20822, best error:       308.68442 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 862.9524536133s, input_fired_time: 7.5446081161, output_fired_time: 6.1245245934, propagate_forward_time: 324.4081420898, propagate_backward_time: 517.9686889648, weight_update_time: 0.7589701414, other_time: 6.9064941406
epoch time: 66.9911499023s, input_fired_time: 0.8354861140, output_fired_time: 0.0000000000, propagate_forward_time: 64.9793167114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1763458252
validation[          , genome 24711] predictions:    9902/  10000 (99.02%), best:    9911/10000 (99.11%), error:       333.38806, best error:       308.68442 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 864.8823852539s, input_fired_time: 7.5204758644, output_fired_time: 6.1127033234, propagate_forward_time: 325.6117553711, propagate_backward_time: 518.7571411133, weight_update_time: 0.7634090781, other_time: 6.8803100586
epoch time: 67.7258605957s, input_fired_time: 0.8404590487, output_fired_time: 0.0000000000, propagate_forward_time: 65.7214126587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1639862061
validation[          , genome 24711] predictions:    9910/  10000 (99.10%), best:    9910/10000 (99.10%), error:       302.27643, best error:       302.27643 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 862.8203735352s, input_fired_time: 7.5256805420, output_fired_time: 6.1532306671, propagate_forward_time: 324.4001770020, propagate_backward_time: 517.8248901367, weight_update_time: 0.7615698576, other_time: 6.9163208008
epoch time: 66.3763046265s, input_fired_time: 0.8411182761, output_fired_time: 0.0000000000, propagate_forward_time: 64.3642501831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1709365845
validation[          , genome 24711] predictions:    9912/  10000 (99.12%), best:    9910/10000 (99.10%), error:       304.80081, best error:       302.27643 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 864.3068237305s, input_fired_time: 7.5360965729, output_fired_time: 6.1228094101, propagate_forward_time: 325.1189575195, propagate_backward_time: 518.6461181641, weight_update_time: 0.7632362247, other_time: 6.8828735352
epoch time: 67.9192428589s, input_fired_time: 0.8473406434, output_fired_time: 0.0000000000, propagate_forward_time: 65.8799743652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1919250488
validation[          , genome 24711] predictions:    9904/  10000 (99.04%), best:    9910/10000 (99.10%), error:       312.97067, best error:       302.27643 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 863.8856201172s, input_fired_time: 7.5366253853, output_fired_time: 6.1260876656, propagate_forward_time: 324.8804626465, propagate_backward_time: 518.4620971680, weight_update_time: 0.7604416609, other_time: 6.8803100586
epoch time: 67.3555831909s, input_fired_time: 0.8413782120, output_fired_time: 0.0000000000, propagate_forward_time: 65.3344955444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1797103882
validation[          , genome 24711] predictions:    9912/  10000 (99.12%), best:    9910/10000 (99.10%), error:       312.82422, best error:       302.27643 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 863.7810058594s, input_fired_time: 7.5180912018, output_fired_time: 6.1160664558, propagate_forward_time: 324.8674011230, propagate_backward_time: 518.3753051758, weight_update_time: 0.7586386204, other_time: 6.9041137695
epoch time: 66.9682464600s, input_fired_time: 0.8406567574, output_fired_time: 0.0000000000, propagate_forward_time: 64.9440536499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1835327148
validation[          , genome 24711] predictions:    9902/  10000 (99.02%), best:    9910/10000 (99.10%), error:       326.67896, best error:       302.27643 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 862.9633178711s, input_fired_time: 7.5162715912, output_fired_time: 6.1135621071, propagate_forward_time: 324.6377868652, propagate_backward_time: 517.8077392578, weight_update_time: 0.7605106831, other_time: 6.8879394531
epoch time: 66.5739974976s, input_fired_time: 0.8380575180, output_fired_time: 0.0000000000, propagate_forward_time: 64.5700378418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1659011841
validation[          , genome 24711] predictions:    9908/  10000 (99.08%), best:    9910/10000 (99.10%), error:       318.60590, best error:       302.27643 on epoch:    77, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 858.7088012695s, input_fired_time: 7.4826388359, output_fired_time: 6.1126899719, propagate_forward_time: 322.6593933105, propagate_backward_time: 515.5722656250, weight_update_time: 0.7570357919, other_time: 6.8818359375
epoch time: 67.0853576660s, input_fired_time: 0.8412028551, output_fired_time: 0.0000000000, propagate_forward_time: 65.0638580322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1802978516
validation[          , genome 24711] predictions:    9904/  10000 (99.04%), best:    9910/10000 (99.10%), error:       312.06232, best error:       302.27643 on epoch:    77, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 859.0486450195s, input_fired_time: 7.4943623543, output_fired_time: 6.1037397385, propagate_forward_time: 322.8290710449, propagate_backward_time: 515.7476806641, weight_update_time: 0.7635954022, other_time: 6.8737792969
epoch time: 66.3294067383s, input_fired_time: 0.8376393914, output_fired_time: 0.0000000000, propagate_forward_time: 64.3216171265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1701507568
validation[          , genome 24711] predictions:    9906/  10000 (99.06%), best:    9910/10000 (99.10%), error:       305.48721, best error:       302.27643 on epoch:    77, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 857.7322998047s, input_fired_time: 7.4840207100, output_fired_time: 6.1054458618, propagate_forward_time: 322.4005432129, propagate_backward_time: 514.8436889648, weight_update_time: 0.7563337088, other_time: 6.8986206055
epoch time: 66.3036575317s, input_fired_time: 0.8425417542, output_fired_time: 0.0000000000, propagate_forward_time: 64.2882461548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1728668213
validation[          , genome 24711] predictions:    9904/  10000 (99.04%), best:    9910/10000 (99.10%), error:       324.86099, best error:       302.27643 on epoch:    77, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 860.1561889648s, input_fired_time: 7.5043807030, output_fired_time: 6.1097874641, propagate_forward_time: 323.3906250000, propagate_backward_time: 516.2299194336, weight_update_time: 0.7565611005, other_time: 6.9214477539
epoch time: 67.0164337158s, input_fired_time: 0.8384448886, output_fired_time: 0.0000000000, propagate_forward_time: 64.9970321655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1809539795
validation[          , genome 24711] predictions:    9908/  10000 (99.08%), best:    9910/10000 (99.10%), error:       313.93744, best error:       302.27643 on epoch:    77, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 862.1496582031s, input_fired_time: 7.5284166336, output_fired_time: 6.1561250687, propagate_forward_time: 324.5758972168, propagate_backward_time: 516.9541625977, weight_update_time: 0.7576835155, other_time: 6.9349975586
epoch time: 66.4165496826s, input_fired_time: 0.8391854167, output_fired_time: 0.0000000000, propagate_forward_time: 64.4025726318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1747894287
validation[          , genome 24711] predictions:    9900/  10000 (99.00%), best:    9910/10000 (99.10%), error:       333.13254, best error:       302.27643 on epoch:    77, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 860.0415649414s, input_fired_time: 7.5216832161, output_fired_time: 6.1054663658, propagate_forward_time: 323.2950134277, propagate_backward_time: 516.2373046875, weight_update_time: 0.7568090558, other_time: 6.8820800781
epoch time: 66.9916152954s, input_fired_time: 0.8407143950, output_fired_time: 0.0000000000, propagate_forward_time: 64.9804153442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1704864502
validation[          , genome 24711] predictions:    9908/  10000 (99.08%), best:    9910/10000 (99.10%), error:       319.38541, best error:       302.27643 on epoch:    77, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 860.9684448242s, input_fired_time: 7.5184288025, output_fired_time: 6.1270637512, propagate_forward_time: 323.6575012207, propagate_backward_time: 516.8135375977, weight_update_time: 0.7558964491, other_time: 6.8518676758
epoch time: 66.6141281128s, input_fired_time: 0.8459712863, output_fired_time: 0.0000000000, propagate_forward_time: 64.6005401611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1676177979
validation[          , genome 24711] predictions:    9906/  10000 (99.06%), best:    9910/10000 (99.10%), error:       320.95566, best error:       302.27643 on epoch:    77, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 859.7592773438s, input_fired_time: 7.5025582314, output_fired_time: 6.1149830818, propagate_forward_time: 323.1780090332, propagate_backward_time: 516.0645751953, weight_update_time: 0.7567910552, other_time: 6.8991699219
epoch time: 66.9897155762s, input_fired_time: 0.8423505425, output_fired_time: 0.0000000000, propagate_forward_time: 64.9681396484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1792221069
validation[          , genome 24711] predictions:    9893/  10000 (98.93%), best:    9910/10000 (99.10%), error:       340.20386, best error:       302.27643 on epoch:    77, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 863.4173583984s, input_fired_time: 7.5533146858, output_fired_time: 6.1087212563, propagate_forward_time: 324.6418762207, propagate_backward_time: 518.1919555664, weight_update_time: 0.7698817253, other_time: 6.9214477539
epoch time: 66.7978744507s, input_fired_time: 0.8413704634, output_fired_time: 0.0000000000, propagate_forward_time: 64.7779312134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1785736084
validation[          , genome 24711] predictions:    9894/  10000 (98.94%), best:    9910/10000 (99.10%), error:       332.12964, best error:       302.27643 on epoch:    77, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 862.0065917969s, input_fired_time: 7.5240836143, output_fired_time: 6.1005349159, propagate_forward_time: 324.0393981934, propagate_backward_time: 517.4257202148, weight_update_time: 0.7589350939, other_time: 6.9168090820
epoch time: 66.3109893799s, input_fired_time: 0.8400793076, output_fired_time: 0.0000000000, propagate_forward_time: 64.2877426147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1831665039
validation[          , genome 24711] predictions:    9895/  10000 (98.95%), best:    9910/10000 (99.10%), error:       329.36011, best error:       302.27643 on epoch:    77, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 859.6439819336s, input_fired_time: 7.4980454445, output_fired_time: 6.0982146263, propagate_forward_time: 323.0191040039, propagate_backward_time: 516.1102905273, weight_update_time: 0.7567827106, other_time: 6.9183349609
epoch time: 67.5744781494s, input_fired_time: 0.8514333367, output_fired_time: 0.0000000000, propagate_forward_time: 65.5242767334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1987686157
validation[          , genome 24711] predictions:    9903/  10000 (99.03%), best:    9910/10000 (99.10%), error:       313.89780, best error:       302.27643 on epoch:    77, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 863.0510253906s, input_fired_time: 7.5155458450, output_fired_time: 6.1071410179, propagate_forward_time: 324.7419433594, propagate_backward_time: 517.7534179688, weight_update_time: 0.7591576576, other_time: 6.9329833984
epoch time: 67.0401687622s, input_fired_time: 0.8432061076, output_fired_time: 0.0000000000, propagate_forward_time: 65.0109863281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1859741211
validation[          , genome 24711] predictions:    9908/  10000 (99.08%), best:    9910/10000 (99.10%), error:       317.18073, best error:       302.27643 on epoch:    77, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 863.9685058594s, input_fired_time: 7.5514631271, output_fired_time: 6.1205277443, propagate_forward_time: 324.9617919922, propagate_backward_time: 518.4427490234, weight_update_time: 0.7619420290, other_time: 6.8919677734
epoch time: 67.0065078735s, input_fired_time: 0.8460962176, output_fired_time: 0.0000000000, propagate_forward_time: 64.9858169556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1745910645
validation[          , genome 24711] predictions:    9904/  10000 (99.04%), best:    9910/10000 (99.10%), error:       323.30768, best error:       302.27643 on epoch:    77, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 865.2347412109s, input_fired_time: 7.5497198105, output_fired_time: 6.1197390556, propagate_forward_time: 325.9130859375, propagate_backward_time: 518.7449951172, weight_update_time: 0.7624872923, other_time: 6.9071655273
epoch time: 66.9079971313s, input_fired_time: 0.8470864296, output_fired_time: 0.0000000000, propagate_forward_time: 64.8769836426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1839294434
validation[          , genome 24711] predictions:    9911/  10000 (99.11%), best:    9910/10000 (99.10%), error:       315.37521, best error:       302.27643 on epoch:    77, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 864.1326293945s, input_fired_time: 7.5482916832, output_fired_time: 6.1283407211, propagate_forward_time: 325.1004028320, propagate_backward_time: 518.4683837891, weight_update_time: 0.7592157125, other_time: 6.8872070312
epoch time: 66.9938888550s, input_fired_time: 0.8444864750, output_fired_time: 0.0000000000, propagate_forward_time: 64.9691314697, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1802673340
validation[          , genome 24711] predictions:    9907/  10000 (99.07%), best:    9910/10000 (99.10%), error:       325.72662, best error:       302.27643 on epoch:    77, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 863.6459960938s, input_fired_time: 7.5690822601, output_fired_time: 6.1012935638, propagate_forward_time: 325.2558898926, propagate_backward_time: 517.8341674805, weight_update_time: 0.7597382665, other_time: 6.8855590820
epoch time: 67.0007629395s, input_fired_time: 0.8429659605, output_fired_time: 0.0000000000, propagate_forward_time: 64.9798278809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1779708862
validation[          , genome 24711] predictions:    9910/  10000 (99.10%), best:    9910/10000 (99.10%), error:       314.09338, best error:       302.27643 on epoch:    77, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 863.0993652344s, input_fired_time: 7.5581922531, output_fired_time: 6.1382269859, propagate_forward_time: 324.4499206543, propagate_backward_time: 518.0765991211, weight_update_time: 0.7603814006, other_time: 6.8764038086
epoch time: 66.5628814697s, input_fired_time: 0.8457929492, output_fired_time: 0.0000000000, propagate_forward_time: 64.5336380005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1834487915
validation[          , genome 24711] predictions:    9903/  10000 (99.03%), best:    9910/10000 (99.10%), error:       331.86508, best error:       302.27643 on epoch:    77, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 864.7415161133s, input_fired_time: 7.5501403809, output_fired_time: 6.1114873886, propagate_forward_time: 325.5871276855, propagate_backward_time: 518.6177978516, weight_update_time: 0.7603348494, other_time: 6.8750000000
epoch time: 67.0126571655s, input_fired_time: 0.8434376717, output_fired_time: 0.0000000000, propagate_forward_time: 64.9951248169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1740951538
validation[          , genome 24711] predictions:    9901/  10000 (99.01%), best:    9910/10000 (99.10%), error:       333.87457, best error:       302.27643 on epoch:    77, 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: 334.6159057617s, input_fired_time: 4.2620677948, output_fired_time: 0.0000000000, propagate_forward_time: 324.4207458496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.9331054688
best training[          , genome 24711] predictions:   50000/  50000 (100.00%), best:    9910/10000 (99.10%), error:       126.64310, best error:       302.27643 on epoch:    77, 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: 66.5010070801s, input_fired_time: 0.8281854391, output_fired_time: 0.0000000000, propagate_forward_time: 64.5083847046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1644363403
   testing[          , genome 24711] predictions:    9910/  10000 (99.10%), best:    9910/10000 (99.10%), error:       275.65430, best error:       302.27643 on epoch:    77, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:45:30 (26044): called boinc_finish(0)

</stderr_txt>
]]>