Nameexact_genome_1512568488_45_3912_0
Workunit2590799
Created7 Dec 2017, 7:18:38 UTC
Sent7 Dec 2017, 7:21:06 UTC
Report deadline10 Dec 2017, 19:17:07 UTC
Received7 Dec 2017, 9:24:29 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time2 hours 2 min 55 sec
CPU time1 hours 57 min 59 sec
Validate stateValid
Credit874.31
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.70 MB
Peak swap size152.29 MB
Peak disk usage1.67 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0611876547, output_fired_time: 0.0000000000, propagate_forward_time: 4.8186988831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4238710403
validation[          , genome  3912] predictions:    9489/  10000 (94.89%), best:    9488/10000 (94.88%), error:      1762.69568, best error:      1758.22437 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 63.3887290955s, input_fired_time: 0.4771276414, output_fired_time: 0.4786060154, propagate_forward_time: 23.4998645782, propagate_backward_time: 36.6004257202, weight_update_time: 0.1430518925, other_time: 2.3327026367
epoch time: 5.0389127731s, input_fired_time: 0.0590685904, output_fired_time: 0.0000000000, propagate_forward_time: 4.5641727448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4156713486
validation[          , genome  3912] predictions:    9499/  10000 (94.99%), best:    9499/10000 (94.99%), error:      1682.60828, best error:      1682.60828 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 62.5983467102s, input_fired_time: 0.4723161161, output_fired_time: 0.4754948616, propagate_forward_time: 23.2251739502, propagate_backward_time: 36.1215324402, weight_update_time: 0.1391253322, other_time: 2.3038291931
epoch time: 5.0906362534s, input_fired_time: 0.0581608564, output_fired_time: 0.0000000000, propagate_forward_time: 4.6170535088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4154219627
validation[          , genome  3912] predictions:    9497/  10000 (94.97%), best:    9499/10000 (94.99%), error:      1717.86670, best error:      1682.60828 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 65.5264129639s, input_fired_time: 0.4933959246, output_fired_time: 0.4933392704, propagate_forward_time: 24.2860393524, propagate_backward_time: 37.8483161926, weight_update_time: 0.1475664824, other_time: 2.4053230286
epoch time: 5.3079319000s, input_fired_time: 0.0603297986, output_fired_time: 0.0000000000, propagate_forward_time: 4.8273115158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4202904701
validation[          , genome  3912] predictions:    9517/  10000 (95.17%), best:    9517/10000 (95.17%), error:      1663.94556, best error:      1663.94556 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 64.3443603516s, input_fired_time: 0.4838567376, output_fired_time: 0.4884431362, propagate_forward_time: 23.8189792633, propagate_backward_time: 37.2029533386, weight_update_time: 0.1442809701, other_time: 2.3501319885
epoch time: 5.2356638908s, input_fired_time: 0.0609717630, output_fired_time: 0.0000000000, propagate_forward_time: 4.7446188927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4300732613
validation[          , genome  3912] predictions:    9479/  10000 (94.79%), best:    9517/10000 (95.17%), error:      1824.48682, best error:      1663.94556 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 64.0463256836s, input_fired_time: 0.4824407995, output_fired_time: 0.4856402278, propagate_forward_time: 23.7495555878, propagate_backward_time: 36.9803657532, weight_update_time: 0.1450757086, other_time: 2.3483238220
epoch time: 5.2087645531s, input_fired_time: 0.0604450889, output_fired_time: 0.0000000000, propagate_forward_time: 4.7356643677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4126548767
validation[          , genome  3912] predictions:    9466/  10000 (94.66%), best:    9517/10000 (95.17%), error:      1813.84387, best error:      1663.94556 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 63.6164779663s, input_fired_time: 0.4772170484, output_fired_time: 0.4804445505, propagate_forward_time: 23.6222515106, propagate_backward_time: 36.6966896057, weight_update_time: 0.1422148347, other_time: 2.3398704529
epoch time: 5.2242913246s, input_fired_time: 0.0586363226, output_fired_time: 0.0000000000, propagate_forward_time: 4.7551059723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4105491638
validation[          , genome  3912] predictions:    9470/  10000 (94.70%), best:    9517/10000 (95.17%), error:      1723.15552, best error:      1663.94556 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 64.1536865234s, input_fired_time: 0.4831652641, output_fired_time: 0.4856716692, propagate_forward_time: 23.7743892670, propagate_backward_time: 37.0741767883, weight_update_time: 0.1419202238, other_time: 2.3362846375
epoch time: 5.2701969147s, input_fired_time: 0.0591652133, output_fired_time: 0.0000000000, propagate_forward_time: 4.7928118706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4182200432
validation[          , genome  3912] predictions:    9434/  10000 (94.34%), best:    9517/10000 (95.17%), error:      1985.67249, best error:      1663.94556 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 62.9061126709s, input_fired_time: 0.4775772691, output_fired_time: 0.4750189185, propagate_forward_time: 23.3348693848, propagate_backward_time: 36.2995185852, weight_update_time: 0.1422028840, other_time: 2.3191299438
epoch time: 5.1789226532s, input_fired_time: 0.0591808446, output_fired_time: 0.0000000000, propagate_forward_time: 4.7053151131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4144268036
validation[          , genome  3912] predictions:    9522/  10000 (95.22%), best:    9522/10000 (95.22%), error:      1651.02600, best error:      1651.02600 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 63.3272171021s, input_fired_time: 0.4817860126, output_fired_time: 0.4812707007, propagate_forward_time: 23.4636631012, propagate_backward_time: 36.5694618225, weight_update_time: 0.1423431933, other_time: 2.3310356140
epoch time: 5.2207007408s, input_fired_time: 0.0589599833, output_fired_time: 0.0000000000, propagate_forward_time: 4.7488455772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4128952026
validation[          , genome  3912] predictions:    9469/  10000 (94.69%), best:    9522/10000 (95.22%), error:      1721.79260, best error:      1651.02600 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 63.9914512634s, input_fired_time: 0.4808387756, output_fired_time: 0.4801643789, propagate_forward_time: 23.7160263062, propagate_backward_time: 36.9699745178, weight_update_time: 0.1435825676, other_time: 2.3444480896
epoch time: 5.3059015274s, input_fired_time: 0.0628838018, output_fired_time: 0.0000000000, propagate_forward_time: 4.8209009171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4221167564
validation[          , genome  3912] predictions:    9490/  10000 (94.90%), best:    9490/10000 (94.90%), error:      1639.14185, best error:      1639.14185 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 63.5915260315s, input_fired_time: 0.4797039330, output_fired_time: 0.4834001362, propagate_forward_time: 23.6141700745, propagate_backward_time: 36.6681556702, weight_update_time: 0.1417470872, other_time: 2.3460960388
epoch time: 5.3342490196s, input_fired_time: 0.0617731325, output_fired_time: 0.0000000000, propagate_forward_time: 4.8469128609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4255628586
validation[          , genome  3912] predictions:    9496/  10000 (94.96%), best:    9490/10000 (94.90%), error:      1656.58594, best error:      1639.14185 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 64.1364974976s, input_fired_time: 0.4826442301, output_fired_time: 0.4939272404, propagate_forward_time: 23.8263893127, propagate_backward_time: 36.9889945984, weight_update_time: 0.1421869397, other_time: 2.3445434570
epoch time: 5.3237838745s, input_fired_time: 0.0607928000, output_fired_time: 0.0000000000, propagate_forward_time: 4.8426532745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4203376770
validation[          , genome  3912] predictions:    9469/  10000 (94.69%), best:    9490/10000 (94.90%), error:      1711.17993, best error:      1639.14185 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 63.7427673340s, input_fired_time: 0.4797512293, output_fired_time: 0.4886851907, propagate_forward_time: 23.6562023163, propagate_backward_time: 36.7630729675, weight_update_time: 0.1451504827, other_time: 2.3550529480
epoch time: 5.4290299416s, input_fired_time: 0.0622472316, output_fired_time: 0.0000000000, propagate_forward_time: 4.9392075539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4275751114
validation[          , genome  3912] predictions:    9453/  10000 (94.53%), best:    9490/10000 (94.90%), error:      1812.22522, best error:      1639.14185 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 64.4010238647s, input_fired_time: 0.4824241996, output_fired_time: 0.4864159226, propagate_forward_time: 23.8792953491, propagate_backward_time: 37.1856613159, weight_update_time: 0.1434490979, other_time: 2.3672256470
epoch time: 5.3639855385s, input_fired_time: 0.0617432632, output_fired_time: 0.0000000000, propagate_forward_time: 4.8694491386, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4327931404
validation[          , genome  3912] predictions:    9512/  10000 (95.12%), best:    9512/10000 (95.12%), error:      1589.09949, best error:      1589.09949 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 64.0198211670s, input_fired_time: 0.4820573330, output_fired_time: 0.4831550121, propagate_forward_time: 23.6887302399, propagate_backward_time: 37.0116539001, weight_update_time: 0.1436822414, other_time: 2.3542289734
epoch time: 5.1140451431s, input_fired_time: 0.0592123792, output_fired_time: 0.0000000000, propagate_forward_time: 4.6468029022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4080300331
validation[          , genome  3912] predictions:    9505/  10000 (95.05%), best:    9512/10000 (95.12%), error:      1714.08667, best error:      1589.09949 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 64.7974014282s, input_fired_time: 0.4830437899, output_fired_time: 0.4892763495, propagate_forward_time: 24.0332298279, propagate_backward_time: 37.4251670837, weight_update_time: 0.1470838934, other_time: 2.3666801453
epoch time: 4.9493298531s, input_fired_time: 0.0587783419, output_fired_time: 0.0000000000, propagate_forward_time: 4.4907078743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3998436928
validation[          , genome  3912] predictions:    9499/  10000 (94.99%), best:    9512/10000 (95.12%), error:      1733.10889, best error:      1589.09949 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 64.6985321045s, input_fired_time: 0.4884683192, output_fired_time: 0.4889838099, propagate_forward_time: 24.0504932404, propagate_backward_time: 37.3069267273, weight_update_time: 0.1449634880, other_time: 2.3636589050
epoch time: 5.3148446083s, input_fired_time: 0.0614124760, output_fired_time: 0.0000000000, propagate_forward_time: 4.8266663551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4267659187
validation[          , genome  3912] predictions:    9519/  10000 (95.19%), best:    9512/10000 (95.12%), error:      1592.28357, best error:      1589.09949 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 64.1841735840s, input_fired_time: 0.4850181043, output_fired_time: 0.4842078090, propagate_forward_time: 23.7915267944, propagate_backward_time: 37.0710792542, weight_update_time: 0.1450614929, other_time: 2.3523406982
epoch time: 5.0152072906s, input_fired_time: 0.0579507090, output_fired_time: 0.0000000000, propagate_forward_time: 4.5495615005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4076952934
validation[          , genome  3912] predictions:    9533/  10000 (95.33%), best:    9533/10000 (95.33%), error:      1570.43384, best error:      1570.43384 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 64.8985443115s, input_fired_time: 0.4899779856, output_fired_time: 0.4892543256, propagate_forward_time: 24.1125545502, propagate_backward_time: 37.4147224426, weight_update_time: 0.1456108242, other_time: 2.3920402527
epoch time: 5.3417806625s, input_fired_time: 0.0619257763, output_fired_time: 0.0000000000, propagate_forward_time: 4.8630251884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4168295860
validation[          , genome  3912] predictions:    9494/  10000 (94.94%), best:    9533/10000 (95.33%), error:      1630.08521, best error:      1570.43384 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 64.2750930786s, input_fired_time: 0.4891744852, output_fired_time: 0.4877452850, propagate_forward_time: 23.8413486481, propagate_backward_time: 37.0962181091, weight_update_time: 0.1446999460, other_time: 2.3606071472
epoch time: 5.1020007133s, input_fired_time: 0.0608066097, output_fired_time: 0.0000000000, propagate_forward_time: 4.6284670830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4127268791
validation[          , genome  3912] predictions:    9529/  10000 (95.29%), best:    9529/10000 (95.29%), error:      1557.20435, best error:      1557.20435 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 64.5944442749s, input_fired_time: 0.4871754944, output_fired_time: 0.4916684628, propagate_forward_time: 23.9214859009, propagate_backward_time: 37.3215293884, weight_update_time: 0.1431257427, other_time: 2.3725852966
epoch time: 5.3821802139s, input_fired_time: 0.0622872524, output_fired_time: 0.0000000000, propagate_forward_time: 4.8949260712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4249668121
validation[          , genome  3912] predictions:    9514/  10000 (95.14%), best:    9529/10000 (95.29%), error:      1691.70239, best error:      1557.20435 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 64.3632659912s, input_fired_time: 0.4874514043, output_fired_time: 0.4894722104, propagate_forward_time: 23.9335079193, propagate_backward_time: 37.0945739746, weight_update_time: 0.1439833194, other_time: 2.3582611084
epoch time: 5.2204351425s, input_fired_time: 0.0612313263, output_fired_time: 0.0000000000, propagate_forward_time: 4.7372846603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4219193459
validation[          , genome  3912] predictions:    9555/  10000 (95.55%), best:    9555/10000 (95.55%), error:      1499.76868, best error:      1499.76868 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 64.6193542480s, input_fired_time: 0.4894291162, output_fired_time: 0.4909548163, propagate_forward_time: 23.9216632843, propagate_backward_time: 37.3287124634, weight_update_time: 0.1448201984, other_time: 2.3885955811
epoch time: 5.3392548561s, input_fired_time: 0.0612308383, output_fired_time: 0.0000000000, propagate_forward_time: 4.8591485023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4188756943
validation[          , genome  3912] predictions:    9544/  10000 (95.44%), best:    9555/10000 (95.55%), error:      1568.96899, best error:      1499.76868 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 63.5599136353s, input_fired_time: 0.4812211692, output_fired_time: 0.4845623970, propagate_forward_time: 23.5849304199, propagate_backward_time: 36.6784782410, weight_update_time: 0.1413184106, other_time: 2.3307228088
epoch time: 5.1050271988s, input_fired_time: 0.0591148958, output_fired_time: 0.0000000000, propagate_forward_time: 4.6363101006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4096021652
validation[          , genome  3912] predictions:    9436/  10000 (94.36%), best:    9555/10000 (95.55%), error:      1865.47888, best error:      1499.76868 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 64.7080993652s, input_fired_time: 0.4905256629, output_fired_time: 0.4930157661, propagate_forward_time: 24.1216754913, propagate_backward_time: 37.2277374268, weight_update_time: 0.1446684152, other_time: 2.3751449585
epoch time: 5.3429789543s, input_fired_time: 0.0604611486, output_fired_time: 0.0000000000, propagate_forward_time: 4.8602375984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4222803116
validation[          , genome  3912] predictions:    9518/  10000 (95.18%), best:    9555/10000 (95.55%), error:      1599.36267, best error:      1499.76868 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 63.9835281372s, input_fired_time: 0.4830883443, output_fired_time: 0.4856536388, propagate_forward_time: 23.7802810669, propagate_backward_time: 36.8785972595, weight_update_time: 0.1432856172, other_time: 2.3559074402
epoch time: 5.2720117569s, input_fired_time: 0.0602354258, output_fired_time: 0.0000000000, propagate_forward_time: 4.7893614769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4224147797
validation[          , genome  3912] predictions:    9476/  10000 (94.76%), best:    9555/10000 (95.55%), error:      1713.91919, best error:      1499.76868 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 64.3244247437s, input_fired_time: 0.4867368042, output_fired_time: 0.4904417992, propagate_forward_time: 23.8948860168, propagate_backward_time: 37.0933532715, weight_update_time: 0.1434089690, other_time: 2.3590087891
epoch time: 5.2656836510s, input_fired_time: 0.0617040917, output_fired_time: 0.0000000000, propagate_forward_time: 4.7839193344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4200601578
validation[          , genome  3912] predictions:    9514/  10000 (95.14%), best:    9555/10000 (95.55%), error:      1640.29761, best error:      1499.76868 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 65.1783752441s, input_fired_time: 0.4923312068, output_fired_time: 0.4902545214, propagate_forward_time: 24.1698722839, propagate_backward_time: 37.6379547119, weight_update_time: 0.1454242617, other_time: 2.3879585266
epoch time: 5.2827539444s, input_fired_time: 0.0634064525, output_fired_time: 0.0000000000, propagate_forward_time: 4.7968411446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4225063324
validation[          , genome  3912] predictions:    9527/  10000 (95.27%), best:    9555/10000 (95.55%), error:      1568.90979, best error:      1499.76868 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 63.9171562195s, input_fired_time: 0.4854679406, output_fired_time: 0.4838486612, propagate_forward_time: 23.6904697418, propagate_backward_time: 36.9027748108, weight_update_time: 0.1435580254, other_time: 2.3545951843
epoch time: 4.8592181206s, input_fired_time: 0.0570399277, output_fired_time: 0.0000000000, propagate_forward_time: 4.4032921791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3988862038
validation[          , genome  3912] predictions:    9489/  10000 (94.89%), best:    9555/10000 (95.55%), error:      1699.94531, best error:      1499.76868 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 64.6474914551s, input_fired_time: 0.4899311662, output_fired_time: 0.4883375764, propagate_forward_time: 23.9195289612, propagate_backward_time: 37.3698654175, weight_update_time: 0.1444462091, other_time: 2.3798294067
epoch time: 5.4491391182s, input_fired_time: 0.0619595908, output_fired_time: 0.0000000000, propagate_forward_time: 4.9630284309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4241509438
validation[          , genome  3912] predictions:    9547/  10000 (95.47%), best:    9555/10000 (95.55%), error:      1503.27576, best error:      1499.76868 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 63.0548744202s, input_fired_time: 0.4787984192, output_fired_time: 0.4808378518, propagate_forward_time: 23.4233589172, propagate_backward_time: 36.3474388123, weight_update_time: 0.1427598000, other_time: 2.3244400024
epoch time: 4.9367866516s, input_fired_time: 0.0585183762, output_fired_time: 0.0000000000, propagate_forward_time: 4.4719872475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4062809944
validation[          , genome  3912] predictions:    9505/  10000 (95.05%), best:    9555/10000 (95.55%), error:      1579.76367, best error:      1499.76868 on epoch:    36, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 64.0515518188s, input_fired_time: 0.4831692576, output_fired_time: 0.4864799380, propagate_forward_time: 23.7762489319, propagate_backward_time: 36.9458389282, weight_update_time: 0.1462237537, other_time: 2.3598136902
epoch time: 5.2026734352s, input_fired_time: 0.0605007634, output_fired_time: 0.0000000000, propagate_forward_time: 4.7305946350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4115781784
validation[          , genome  3912] predictions:    9539/  10000 (95.39%), best:    9555/10000 (95.55%), error:      1542.77246, best error:      1499.76868 on epoch:    36, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 64.2227935791s, input_fired_time: 0.4852555394, output_fired_time: 0.4829664826, propagate_forward_time: 23.7690353394, propagate_backward_time: 37.1238708496, weight_update_time: 0.1441380829, other_time: 2.3616638184
epoch time: 5.2842249870s, input_fired_time: 0.0619182140, output_fired_time: 0.0000000000, propagate_forward_time: 4.8020544052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4202523232
validation[          , genome  3912] predictions:    9500/  10000 (95.00%), best:    9555/10000 (95.55%), error:      1624.40417, best error:      1499.76868 on epoch:    36, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 64.2608184814s, input_fired_time: 0.4856402874, output_fired_time: 0.4885594845, propagate_forward_time: 23.8013896942, propagate_backward_time: 37.1368370056, weight_update_time: 0.1433171183, other_time: 2.3483924866
epoch time: 5.2310113907s, input_fired_time: 0.0614730194, output_fired_time: 0.0000000000, propagate_forward_time: 4.7471904755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4223480225
validation[          , genome  3912] predictions:    9549/  10000 (95.49%), best:    9549/10000 (95.49%), error:      1477.05115, best error:      1477.05115 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 65.0702743530s, input_fired_time: 0.4916791916, output_fired_time: 0.4946793914, propagate_forward_time: 24.1122722626, propagate_backward_time: 37.6055641174, weight_update_time: 0.1447444111, other_time: 2.3660774231
epoch time: 5.2266259193s, input_fired_time: 0.0595071167, output_fired_time: 0.0000000000, propagate_forward_time: 4.7540316582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4130873680
validation[          , genome  3912] predictions:    9559/  10000 (95.59%), best:    9549/10000 (95.49%), error:      1481.62170, best error:      1477.05115 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 64.5955047607s, input_fired_time: 0.4918918312, output_fired_time: 0.4931302071, propagate_forward_time: 23.9340801239, propagate_backward_time: 37.2881698608, weight_update_time: 0.1434441209, other_time: 2.3882369995
epoch time: 5.3525977135s, input_fired_time: 0.0625326037, output_fired_time: 0.0000000000, propagate_forward_time: 4.8645930290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4254722595
validation[          , genome  3912] predictions:    9506/  10000 (95.06%), best:    9549/10000 (95.49%), error:      1655.97156, best error:      1477.05115 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 64.5011138916s, input_fired_time: 0.4878792465, output_fired_time: 0.4878475368, propagate_forward_time: 23.8952140808, propagate_backward_time: 37.2516899109, weight_update_time: 0.1444706470, other_time: 2.3784866333
epoch time: 5.3844351768s, input_fired_time: 0.0625294521, output_fired_time: 0.0000000000, propagate_forward_time: 4.8958649635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4260406494
validation[          , genome  3912] predictions:    9554/  10000 (95.54%), best:    9549/10000 (95.49%), error:      1483.32739, best error:      1477.05115 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 64.3792495728s, input_fired_time: 0.4878876209, output_fired_time: 0.4914920330, propagate_forward_time: 23.8078765869, propagate_backward_time: 37.2157440186, weight_update_time: 0.1446390003, other_time: 2.3762474060
epoch time: 5.1173753738s, input_fired_time: 0.0597123019, output_fired_time: 0.0000000000, propagate_forward_time: 4.6489391327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4087238312
validation[          , genome  3912] predictions:    9534/  10000 (95.34%), best:    9549/10000 (95.49%), error:      1533.48535, best error:      1477.05115 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 64.9553375244s, input_fired_time: 0.4903690219, output_fired_time: 0.4914893508, propagate_forward_time: 24.1508903503, propagate_backward_time: 37.4354667664, weight_update_time: 0.1445637792, other_time: 2.3871192932
epoch time: 5.3391008377s, input_fired_time: 0.0634879097, output_fired_time: 0.0000000000, propagate_forward_time: 4.8477025032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4279103279
validation[          , genome  3912] predictions:    9534/  10000 (95.34%), best:    9549/10000 (95.49%), error:      1534.41467, best error:      1477.05115 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 64.8150482178s, input_fired_time: 0.4936763942, output_fired_time: 0.4878039956, propagate_forward_time: 24.0929183960, propagate_backward_time: 37.3636283875, weight_update_time: 0.1449590325, other_time: 2.3770217896
epoch time: 5.3740563393s, input_fired_time: 0.0619823374, output_fired_time: 0.0000000000, propagate_forward_time: 4.8878889084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4241852760
validation[          , genome  3912] predictions:    9567/  10000 (95.67%), best:    9549/10000 (95.49%), error:      1493.75671, best error:      1477.05115 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 64.5494766235s, input_fired_time: 0.4905461073, output_fired_time: 0.4910926819, propagate_forward_time: 23.9693202972, propagate_backward_time: 37.2274513245, weight_update_time: 0.1448441893, other_time: 2.3710670471
epoch time: 5.2815341949s, input_fired_time: 0.0617663972, output_fired_time: 0.0000000000, propagate_forward_time: 4.8010458946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4187216759
validation[          , genome  3912] predictions:    9555/  10000 (95.55%), best:    9549/10000 (95.49%), error:      1489.84497, best error:      1477.05115 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 63.8383255005s, input_fired_time: 0.4907468557, output_fired_time: 0.4847304225, propagate_forward_time: 23.6995201111, propagate_backward_time: 36.8200187683, weight_update_time: 0.1432312578, other_time: 2.3433113098
epoch time: 5.2362256050s, input_fired_time: 0.0601744764, output_fired_time: 0.0000000000, propagate_forward_time: 4.7608761787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4151749611
validation[          , genome  3912] predictions:    9546/  10000 (95.46%), best:    9549/10000 (95.49%), error:      1562.93469, best error:      1477.05115 on epoch:    48, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 63.6486167908s, input_fired_time: 0.4844021201, output_fired_time: 0.4811545014, propagate_forward_time: 23.6035575867, propagate_backward_time: 36.7447471619, weight_update_time: 0.1422536373, other_time: 2.3347549438
epoch time: 5.4240150452s, input_fired_time: 0.0622178130, output_fired_time: 0.0000000000, propagate_forward_time: 4.9326915741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4291057587
validation[          , genome  3912] predictions:    9541/  10000 (95.41%), best:    9549/10000 (95.49%), error:      1487.96094, best error:      1477.05115 on epoch:    48, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 64.3195648193s, input_fired_time: 0.4905211926, output_fired_time: 0.4855451584, propagate_forward_time: 23.8648891449, propagate_backward_time: 37.1047286987, weight_update_time: 0.1447814554, other_time: 2.3738784790
epoch time: 5.3278112411s, input_fired_time: 0.0612753741, output_fired_time: 0.0000000000, propagate_forward_time: 4.8509235382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4156122208
validation[          , genome  3912] predictions:    9561/  10000 (95.61%), best:    9549/10000 (95.49%), error:      1500.91223, best error:      1477.05115 on epoch:    48, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 64.8076858521s, input_fired_time: 0.4945174754, output_fired_time: 0.4897528589, propagate_forward_time: 24.0130481720, propagate_backward_time: 37.4280319214, weight_update_time: 0.1452658027, other_time: 2.3823394775
epoch time: 5.2540602684s, input_fired_time: 0.0612112805, output_fired_time: 0.0000000000, propagate_forward_time: 4.7716088295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4212403297
validation[          , genome  3912] predictions:    9546/  10000 (95.46%), best:    9549/10000 (95.49%), error:      1520.50500, best error:      1477.05115 on epoch:    48, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 64.5908584595s, input_fired_time: 0.4907896519, output_fired_time: 0.4927454591, propagate_forward_time: 24.0491790771, propagate_backward_time: 37.1943511963, weight_update_time: 0.1440992951, other_time: 2.3637924194
epoch time: 5.2761659622s, input_fired_time: 0.0610180460, output_fired_time: 0.0000000000, propagate_forward_time: 4.7965927124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4185552597
validation[          , genome  3912] predictions:    9558/  10000 (95.58%), best:    9549/10000 (95.49%), error:      1512.13770, best error:      1477.05115 on epoch:    48, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 64.7555313110s, input_fired_time: 0.4911496937, output_fired_time: 0.4892513156, propagate_forward_time: 23.9558238983, propagate_backward_time: 37.4404335022, weight_update_time: 0.1466628015, other_time: 2.3788719177
epoch time: 5.1443686485s, input_fired_time: 0.0616096817, output_fired_time: 0.0000000000, propagate_forward_time: 4.6658487320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4169101715
validation[          , genome  3912] predictions:    9541/  10000 (95.41%), best:    9549/10000 (95.49%), error:      1494.14478, best error:      1477.05115 on epoch:    48, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 64.1416473389s, input_fired_time: 0.4861195982, output_fired_time: 0.4872701764, propagate_forward_time: 23.7754631042, propagate_backward_time: 37.0464553833, weight_update_time: 0.1435677260, other_time: 2.3463401794
epoch time: 5.4315729141s, input_fired_time: 0.0650816485, output_fired_time: 0.0000000000, propagate_forward_time: 4.9318060875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4346852303
validation[          , genome  3912] predictions:    9542/  10000 (95.42%), best:    9549/10000 (95.49%), error:      1510.37891, best error:      1477.05115 on epoch:    48, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 65.0168151855s, input_fired_time: 0.4933418334, output_fired_time: 0.4920457006, propagate_forward_time: 24.1453514099, propagate_backward_time: 37.5108604431, weight_update_time: 0.1438042223, other_time: 2.3752212524
epoch time: 5.0852670670s, input_fired_time: 0.0596629493, output_fired_time: 0.0000000000, propagate_forward_time: 4.6118106842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4137935638
validation[          , genome  3912] predictions:    9511/  10000 (95.11%), best:    9549/10000 (95.49%), error:      1644.18872, best error:      1477.05115 on epoch:    48, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 64.9028778076s, input_fired_time: 0.4913539886, output_fired_time: 0.4993614554, propagate_forward_time: 24.0805091858, propagate_backward_time: 37.4659080505, weight_update_time: 0.1459469348, other_time: 2.3657417297
epoch time: 5.3815488815s, input_fired_time: 0.0624804832, output_fired_time: 0.0000000000, propagate_forward_time: 4.8916192055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4274492264
validation[          , genome  3912] predictions:    9539/  10000 (95.39%), best:    9549/10000 (95.49%), error:      1551.08093, best error:      1477.05115 on epoch:    48, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 63.8529129028s, input_fired_time: 0.4924180508, output_fired_time: 0.4830145836, propagate_forward_time: 23.7949142456, propagate_backward_time: 36.7313232422, weight_update_time: 0.1424602568, other_time: 2.3512458801
epoch time: 5.3467988968s, input_fired_time: 0.0631117597, output_fired_time: 0.0000000000, propagate_forward_time: 4.8562321663, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4274549484
validation[          , genome  3912] predictions:    9557/  10000 (95.57%), best:    9549/10000 (95.49%), error:      1485.67969, best error:      1477.05115 on epoch:    48, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 65.0362548828s, input_fired_time: 0.4971824288, output_fired_time: 0.4917484522, propagate_forward_time: 24.1472988129, propagate_backward_time: 37.5316581726, weight_update_time: 0.1432819963, other_time: 2.3683662415
epoch time: 5.0994195938s, input_fired_time: 0.0611013435, output_fired_time: 0.0000000000, propagate_forward_time: 4.6173391342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4209790230
validation[          , genome  3912] predictions:    9458/  10000 (94.58%), best:    9549/10000 (95.49%), error:      1771.30579, best error:      1477.05115 on epoch:    48, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 64.3355789185s, input_fired_time: 0.4934932590, output_fired_time: 0.4833523035, propagate_forward_time: 23.9165344238, propagate_backward_time: 37.0790634155, weight_update_time: 0.1446496993, other_time: 2.3631362915
epoch time: 5.3236675262s, input_fired_time: 0.0644940808, output_fired_time: 0.0000000000, propagate_forward_time: 4.8346924782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4244809151
validation[          , genome  3912] predictions:    9512/  10000 (95.12%), best:    9549/10000 (95.49%), error:      1565.23083, best error:      1477.05115 on epoch:    48, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 65.1171035767s, input_fired_time: 0.4955540597, output_fired_time: 0.4960849285, propagate_forward_time: 24.2214488983, propagate_backward_time: 37.5275650024, weight_update_time: 0.1468323469, other_time: 2.3764495850
epoch time: 5.1894240379s, input_fired_time: 0.0616853833, output_fired_time: 0.0000000000, propagate_forward_time: 4.7124152184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4153232574
validation[          , genome  3912] predictions:    9570/  10000 (95.70%), best:    9570/10000 (95.70%), error:      1454.49902, best error:      1454.49902 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 65.5458374023s, input_fired_time: 0.4988692403, output_fired_time: 0.4959093332, propagate_forward_time: 24.3535518646, propagate_backward_time: 37.8035163879, weight_update_time: 0.1470488161, other_time: 2.3939857483
epoch time: 5.2575073242s, input_fired_time: 0.0611200072, output_fired_time: 0.0000000000, propagate_forward_time: 4.7790465355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4173407555
validation[          , genome  3912] predictions:    9536/  10000 (95.36%), best:    9570/10000 (95.70%), error:      1510.02527, best error:      1454.49902 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 65.1555175781s, input_fired_time: 0.4987187982, output_fired_time: 0.4946758747, propagate_forward_time: 24.2659397125, propagate_backward_time: 37.5151329041, weight_update_time: 0.1454331726, other_time: 2.3810539246
epoch time: 5.4661922455s, input_fired_time: 0.0630436465, output_fired_time: 0.0000000000, propagate_forward_time: 4.9673047066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4358439445
validation[          , genome  3912] predictions:    9499/  10000 (94.99%), best:    9570/10000 (95.70%), error:      1586.52747, best error:      1454.49902 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 63.9736976624s, input_fired_time: 0.4871720672, output_fired_time: 0.4809386730, propagate_forward_time: 23.7177085876, propagate_backward_time: 36.9262886047, weight_update_time: 0.1434026659, other_time: 2.3615913391
epoch time: 5.1282091141s, input_fired_time: 0.0617762171, output_fired_time: 0.0000000000, propagate_forward_time: 4.6547966003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4116363525
validation[          , genome  3912] predictions:    9512/  10000 (95.12%), best:    9570/10000 (95.70%), error:      1560.16870, best error:      1454.49902 on epoch:    68, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 65.0170135498s, input_fired_time: 0.4967422485, output_fired_time: 0.4927726388, propagate_forward_time: 24.0405693054, propagate_backward_time: 37.6189308167, weight_update_time: 0.1460288167, other_time: 2.3679962158
epoch time: 5.3814039230s, input_fired_time: 0.0625726208, output_fired_time: 0.0000000000, propagate_forward_time: 4.8971495628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4216818810
validation[          , genome  3912] predictions:    9492/  10000 (94.92%), best:    9570/10000 (95.70%), error:      1646.68799, best error:      1454.49902 on epoch:    68, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 65.2433776855s, input_fired_time: 0.5018065572, output_fired_time: 0.4941295981, propagate_forward_time: 24.2306556702, propagate_backward_time: 37.6513977051, weight_update_time: 0.1466018111, other_time: 2.3653831482
epoch time: 5.3331251144s, input_fired_time: 0.0649445504, output_fired_time: 0.0000000000, propagate_forward_time: 4.8415098190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4266705513
validation[          , genome  3912] predictions:    9516/  10000 (95.16%), best:    9570/10000 (95.70%), error:      1572.90149, best error:      1454.49902 on epoch:    68, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 64.4612960815s, input_fired_time: 0.4950925410, output_fired_time: 0.4869318604, propagate_forward_time: 23.9730434418, propagate_backward_time: 37.1568298340, weight_update_time: 0.1438274384, other_time: 2.3493957520
epoch time: 5.1402449608s, input_fired_time: 0.0619858876, output_fired_time: 0.0000000000, propagate_forward_time: 4.6638875008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4143714905
validation[          , genome  3912] predictions:    9464/  10000 (94.64%), best:    9570/10000 (95.70%), error:      1825.55701, best error:      1454.49902 on epoch:    68, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 64.6348037720s, input_fired_time: 0.4916013479, output_fired_time: 0.4894107580, propagate_forward_time: 24.0018177032, propagate_backward_time: 37.2874526978, weight_update_time: 0.1446561813, other_time: 2.3645248413
epoch time: 5.3314228058s, input_fired_time: 0.0638988614, output_fired_time: 0.0000000000, propagate_forward_time: 4.8425993919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4249243736
validation[          , genome  3912] predictions:    9563/  10000 (95.63%), best:    9570/10000 (95.70%), error:      1508.34058, best error:      1454.49902 on epoch:    68, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 64.5496597290s, input_fired_time: 0.4921457469, output_fired_time: 0.4915118814, propagate_forward_time: 23.9492301941, propagate_backward_time: 37.2556114197, weight_update_time: 0.1449942142, other_time: 2.3611564636
epoch time: 5.3562254906s, input_fired_time: 0.0630716681, output_fired_time: 0.0000000000, propagate_forward_time: 4.8714447021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4217090607
validation[          , genome  3912] predictions:    9577/  10000 (95.77%), best:    9577/10000 (95.77%), error:      1431.96338, best error:      1431.96338 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 63.2321014404s, input_fired_time: 0.4882325232, output_fired_time: 0.4795566797, propagate_forward_time: 23.3989562988, propagate_backward_time: 36.5414543152, weight_update_time: 0.1400540024, other_time: 2.3239021301
epoch time: 5.4483485222s, input_fired_time: 0.0641276836, output_fired_time: 0.0000000000, propagate_forward_time: 4.9569435120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4272775650
validation[          , genome  3912] predictions:    9569/  10000 (95.69%), best:    9577/10000 (95.77%), error:      1494.46082, best error:      1431.96338 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 65.1530303955s, input_fired_time: 0.5013064146, output_fired_time: 0.4912221730, propagate_forward_time: 24.1450328827, propagate_backward_time: 37.6284370422, weight_update_time: 0.1449999958, other_time: 2.3870353699
epoch time: 5.4640955925s, input_fired_time: 0.0640857816, output_fired_time: 0.0000000000, propagate_forward_time: 4.9713625908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4286470413
validation[          , genome  3912] predictions:    9575/  10000 (95.75%), best:    9577/10000 (95.77%), error:      1467.62219, best error:      1431.96338 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 64.6183242798s, input_fired_time: 0.4947338700, output_fired_time: 0.4905539155, propagate_forward_time: 24.0228309631, propagate_backward_time: 37.2480583191, weight_update_time: 0.1445405483, other_time: 2.3621444702
epoch time: 5.3605031967s, input_fired_time: 0.0645300522, output_fired_time: 0.0000000000, propagate_forward_time: 4.8778009415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4181723595
validation[          , genome  3912] predictions:    9574/  10000 (95.74%), best:    9577/10000 (95.77%), error:      1439.14221, best error:      1431.96338 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 64.5400009155s, input_fired_time: 0.4939846098, output_fired_time: 0.4892357886, propagate_forward_time: 23.8675422668, propagate_backward_time: 37.3130493164, weight_update_time: 0.1445913762, other_time: 2.3761863708
epoch time: 5.1987714767s, input_fired_time: 0.0620624796, output_fired_time: 0.0000000000, propagate_forward_time: 4.7214818001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4152274132
validation[          , genome  3912] predictions:    9560/  10000 (95.60%), best:    9577/10000 (95.77%), error:      1491.35388, best error:      1431.96338 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 64.9893341064s, input_fired_time: 0.4939138293, output_fired_time: 0.4944652319, propagate_forward_time: 24.1528968811, propagate_backward_time: 37.4760971069, weight_update_time: 0.1472891718, other_time: 2.3719596863
epoch time: 5.2466740608s, input_fired_time: 0.0622160174, output_fired_time: 0.0000000000, propagate_forward_time: 4.7715291977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4129290581
validation[          , genome  3912] predictions:    9523/  10000 (95.23%), best:    9577/10000 (95.77%), error:      1581.10303, best error:      1431.96338 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 64.4510192871s, input_fired_time: 0.4963733852, output_fired_time: 0.4869901836, propagate_forward_time: 23.9274082184, propagate_backward_time: 37.1631088257, weight_update_time: 0.1443900764, other_time: 2.3771362305
epoch time: 4.7880229950s, input_fired_time: 0.0578594841, output_fired_time: 0.0000000000, propagate_forward_time: 4.3337740898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3963894844
validation[          , genome  3912] predictions:    9490/  10000 (94.90%), best:    9577/10000 (95.77%), error:      1654.48352, best error:      1431.96338 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 64.1119003296s, input_fired_time: 0.4945361614, output_fired_time: 0.4853714705, propagate_forward_time: 23.7741851807, propagate_backward_time: 36.9916877747, weight_update_time: 0.1452720165, other_time: 2.3661193848
epoch time: 5.3165836334s, input_fired_time: 0.0635974556, output_fired_time: 0.0000000000, propagate_forward_time: 4.8345994949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4183864594
validation[          , genome  3912] predictions:    9560/  10000 (95.60%), best:    9577/10000 (95.77%), error:      1485.01001, best error:      1431.96338 on epoch:    76, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 64.5580139160s, input_fired_time: 0.4938062727, output_fired_time: 0.4896470308, propagate_forward_time: 23.9179782867, propagate_backward_time: 37.2784500122, weight_update_time: 0.1458769739, other_time: 2.3781356812
epoch time: 5.3525414467s, input_fired_time: 0.0636050254, output_fired_time: 0.0000000000, propagate_forward_time: 4.8621530533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4267835617
validation[          , genome  3912] predictions:    9551/  10000 (95.51%), best:    9577/10000 (95.77%), error:      1513.40906, best error:      1431.96338 on epoch:    76, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 64.7326202393s, input_fired_time: 0.4958919585, output_fired_time: 0.4918134212, propagate_forward_time: 23.9868450165, propagate_backward_time: 37.3772735596, weight_update_time: 0.1464748532, other_time: 2.3807907104
epoch time: 5.0089182854s, input_fired_time: 0.0603275858, output_fired_time: 0.0000000000, propagate_forward_time: 4.5488486290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3997421265
validation[          , genome  3912] predictions:    9495/  10000 (94.95%), best:    9577/10000 (95.77%), error:      1683.18103, best error:      1431.96338 on epoch:    76, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 65.0446243286s, input_fired_time: 0.4960779548, output_fired_time: 0.4911397099, propagate_forward_time: 24.1801147461, propagate_backward_time: 37.5190162659, weight_update_time: 0.1448633522, other_time: 2.3582725525
epoch time: 5.3024368286s, input_fired_time: 0.0634296089, output_fired_time: 0.0000000000, propagate_forward_time: 4.8246960640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4143109322
validation[          , genome  3912] predictions:    9538/  10000 (95.38%), best:    9577/10000 (95.77%), error:      1487.48218, best error:      1431.96338 on epoch:    76, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 64.8574523926s, input_fired_time: 0.5006271601, output_fired_time: 0.4916269481, propagate_forward_time: 24.1226863861, propagate_backward_time: 37.3623771667, weight_update_time: 0.1451385319, other_time: 2.3801383972
epoch time: 5.4921555519s, input_fired_time: 0.0633655190, output_fired_time: 0.0000000000, propagate_forward_time: 5.0026855469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4261045456
validation[          , genome  3912] predictions:    9554/  10000 (95.54%), best:    9577/10000 (95.77%), error:      1510.29407, best error:      1431.96338 on epoch:    76, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 64.5660171509s, input_fired_time: 0.4915094078, output_fired_time: 0.4890282750, propagate_forward_time: 23.9379272461, propagate_backward_time: 37.2809791565, weight_update_time: 0.1465042830, other_time: 2.3665733337
epoch time: 5.3280086517s, input_fired_time: 0.0641463622, output_fired_time: 0.0000000000, propagate_forward_time: 4.8412098885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4226522446
validation[          , genome  3912] predictions:    9567/  10000 (95.67%), best:    9577/10000 (95.77%), error:      1501.91211, best error:      1431.96338 on epoch:    76, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 64.8148498535s, input_fired_time: 0.4979259968, output_fired_time: 0.4926494360, propagate_forward_time: 24.0683975220, propagate_backward_time: 37.3794212341, weight_update_time: 0.1474837661, other_time: 2.3764572144
epoch time: 5.1889705658s, input_fired_time: 0.0623228364, output_fired_time: 0.0000000000, propagate_forward_time: 4.7100296021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4166183472
validation[          , genome  3912] predictions:    9530/  10000 (95.30%), best:    9577/10000 (95.77%), error:      1555.12073, best error:      1431.96338 on epoch:    76, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 64.5622711182s, input_fired_time: 0.4981849492, output_fired_time: 0.4928498566, propagate_forward_time: 23.9382190704, propagate_backward_time: 37.2617568970, weight_update_time: 0.1450649947, other_time: 2.3712615967
epoch time: 5.0484390259s, input_fired_time: 0.0603507273, output_fired_time: 0.0000000000, propagate_forward_time: 4.5816540718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4064340591
validation[          , genome  3912] predictions:    9553/  10000 (95.53%), best:    9577/10000 (95.77%), error:      1490.85547, best error:      1431.96338 on epoch:    76, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 64.8285827637s, input_fired_time: 0.4966535866, output_fired_time: 0.4913983345, propagate_forward_time: 23.9766769409, propagate_backward_time: 37.4876670837, weight_update_time: 0.1445718259, other_time: 2.3761901855
epoch time: 5.0189051628s, input_fired_time: 0.0610091835, output_fired_time: 0.0000000000, propagate_forward_time: 4.5509905815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4069051743
validation[          , genome  3912] predictions:    9532/  10000 (95.32%), best:    9577/10000 (95.77%), error:      1529.03186, best error:      1431.96338 on epoch:    76, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 64.8648910522s, input_fired_time: 0.4994266629, output_fired_time: 0.4895559549, propagate_forward_time: 24.0673427582, propagate_backward_time: 37.4365615845, weight_update_time: 0.1460595876, other_time: 2.3720016479
epoch time: 5.2875800133s, input_fired_time: 0.0640546307, output_fired_time: 0.0000000000, propagate_forward_time: 4.8020820618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4214434624
validation[          , genome  3912] predictions:    9526/  10000 (95.26%), best:    9577/10000 (95.77%), error:      1539.31897, best error:      1431.96338 on epoch:    76, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 64.5697402954s, input_fired_time: 0.5015140176, output_fired_time: 0.4890545905, propagate_forward_time: 23.9800949097, propagate_backward_time: 37.2278785706, weight_update_time: 0.1460416615, other_time: 2.3712005615
epoch time: 5.1861500740s, input_fired_time: 0.0624132901, output_fired_time: 0.0000000000, propagate_forward_time: 4.7092957497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4144411087
validation[          , genome  3912] predictions:    9543/  10000 (95.43%), best:    9577/10000 (95.77%), error:      1502.17505, best error:      1431.96338 on epoch:    76, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 65.1597824097s, input_fired_time: 0.5007455945, output_fired_time: 0.4919343293, propagate_forward_time: 24.2230548859, propagate_backward_time: 37.5639877319, weight_update_time: 0.1454125643, other_time: 2.3800582886
epoch time: 5.3862543106s, input_fired_time: 0.0644691214, output_fired_time: 0.0000000000, propagate_forward_time: 4.9003348351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4214501381
validation[          , genome  3912] predictions:    9563/  10000 (95.63%), best:    9577/10000 (95.77%), error:      1469.84241, best error:      1431.96338 on epoch:    76, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 64.5086517334s, input_fired_time: 0.4970654547, output_fired_time: 0.4872041941, propagate_forward_time: 23.9685573578, propagate_backward_time: 37.1979064941, weight_update_time: 0.1432472467, other_time: 2.3579177856
epoch time: 5.3412160873s, input_fired_time: 0.0639228299, output_fired_time: 0.0000000000, propagate_forward_time: 4.8532781601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4240150452
validation[          , genome  3912] predictions:    9562/  10000 (95.62%), best:    9577/10000 (95.77%), error:      1476.08240, best error:      1431.96338 on epoch:    76, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 64.9936676025s, input_fired_time: 0.5049344301, output_fired_time: 0.4898109734, propagate_forward_time: 24.1395664215, propagate_backward_time: 37.4739418030, weight_update_time: 0.1455814242, other_time: 2.3854103088
epoch time: 5.3857250214s, input_fired_time: 0.0638765395, output_fired_time: 0.0000000000, propagate_forward_time: 4.8951282501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4267201424
validation[          , genome  3912] predictions:    9544/  10000 (95.44%), best:    9577/10000 (95.77%), error:      1486.70325, best error:      1431.96338 on epoch:    76, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 64.5616455078s, input_fired_time: 0.4941471219, output_fired_time: 0.4877235293, propagate_forward_time: 23.9603061676, propagate_backward_time: 37.2584419250, weight_update_time: 0.1441256255, other_time: 2.3610267639
epoch time: 5.2878098488s, input_fired_time: 0.0649049580, output_fired_time: 0.0000000000, propagate_forward_time: 4.8031554222, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4197492599
validation[          , genome  3912] predictions:    9553/  10000 (95.53%), best:    9577/10000 (95.77%), error:      1498.39148, best error:      1431.96338 on epoch:    76, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 64.6578903198s, input_fired_time: 0.4951541126, output_fired_time: 0.4888574481, propagate_forward_time: 23.9599666595, propagate_backward_time: 37.3390197754, weight_update_time: 0.1456910074, other_time: 2.3748931885
epoch time: 5.4340476990s, input_fired_time: 0.0660397038, output_fired_time: 0.0000000000, propagate_forward_time: 4.9436516762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4243564606
validation[          , genome  3912] predictions:    9541/  10000 (95.41%), best:    9577/10000 (95.77%), error:      1518.50232, best error:      1431.96338 on epoch:    76, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 64.6350631714s, input_fired_time: 0.4989578128, output_fired_time: 0.4870652258, propagate_forward_time: 24.0373134613, propagate_backward_time: 37.2550659180, weight_update_time: 0.1447057277, other_time: 2.3566665649
epoch time: 5.2985372543s, input_fired_time: 0.0641316772, output_fired_time: 0.0000000000, propagate_forward_time: 4.8127789497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4216265678
validation[          , genome  3912] predictions:    9538/  10000 (95.38%), best:    9577/10000 (95.77%), error:      1527.42224, best error:      1431.96338 on epoch:    76, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 64.4724121094s, input_fired_time: 0.4980617464, output_fired_time: 0.4890949726, propagate_forward_time: 23.8848323822, propagate_backward_time: 37.2374229431, weight_update_time: 0.1465732604, other_time: 2.3630027771
epoch time: 5.2818169594s, input_fired_time: 0.0652045533, output_fired_time: 0.0000000000, propagate_forward_time: 4.7858591080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4307532310
validation[          , genome  3912] predictions:    9501/  10000 (95.01%), best:    9577/10000 (95.77%), error:      1604.79163, best error:      1431.96338 on epoch:    76, 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: 26.6583137512s, input_fired_time: 0.3179640174, output_fired_time: 0.0000000000, propagate_forward_time: 24.1571350098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1832141876
best training[          , genome  3912] predictions:   48674/  50000 (97.35%), best:    9577/10000 (95.77%), error:      4825.39209, best error:      1431.96338 on epoch:    76, 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: 5.2538590431s, input_fired_time: 0.0616894141, output_fired_time: 0.0000000000, propagate_forward_time: 4.7750153542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4171543121
   testing[          , genome  3912] predictions:    9620/  10000 (96.20%), best:    9577/10000 (95.77%), error:      1315.03357, best error:      1431.96338 on epoch:    76, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
17:24:10 (3740): called boinc_finish(0)

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