Nameexact_genome_1512568488_43_3981_0
Workunit2591167
Created7 Dec 2017, 7:33:59 UTC
Sent7 Dec 2017, 7:40:40 UTC
Report deadline8 Dec 2017, 11:30:28 UTC
Received7 Dec 2017, 8:30:32 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time49 min 22 sec
CPU time44 min 36 sec
Validate stateValid
Credit289.90
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.38 MB
Peak swap size151.80 MB
Peak disk usage1.67 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
ht_update_time: 0.1228437200, other_time: 2.0220203400
epoch time: 2.1810076237s, input_fired_time: 0.0117563922, output_fired_time: 0.0000000000, propagate_forward_time: 1.7990356684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3702155352
validation[          , genome  3981] predictions:    9329/  10000 (93.29%), best:    9418/10000 (94.18%), error:      2235.45850, best error:      1955.39038 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 23.5304241180s, input_fired_time: 0.0877637267, output_fired_time: 0.0892203152, propagate_forward_time: 8.5593109131, propagate_backward_time: 12.7803716660, weight_update_time: 0.1217267513, other_time: 2.0137586594
epoch time: 2.1584384441s, input_fired_time: 0.0112301772, output_fired_time: 0.0000000000, propagate_forward_time: 1.7823989391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3648092747
validation[          , genome  3981] predictions:    9416/  10000 (94.16%), best:    9416/10000 (94.16%), error:      1935.74805, best error:      1935.74805 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 23.5398387909s, input_fired_time: 0.0890850872, output_fired_time: 0.0874448195, propagate_forward_time: 8.6035757065, propagate_backward_time: 12.7654504776, weight_update_time: 0.1240213141, other_time: 1.9942836761
epoch time: 1.9932950735s, input_fired_time: 0.0106710289, output_fired_time: 0.0000000000, propagate_forward_time: 1.6368515491, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3457725048
validation[          , genome  3981] predictions:    9417/  10000 (94.17%), best:    9416/10000 (94.16%), error:      1987.11853, best error:      1935.74805 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 23.6635456085s, input_fired_time: 0.0872496590, output_fired_time: 0.0872873217, propagate_forward_time: 8.6384954453, propagate_backward_time: 12.8560037613, weight_update_time: 0.1198699921, other_time: 1.9945087433
epoch time: 2.0365085602s, input_fired_time: 0.0106500741, output_fired_time: 0.0000000000, propagate_forward_time: 1.6767737865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3490846157
validation[          , genome  3981] predictions:    9390/  10000 (93.90%), best:    9416/10000 (94.16%), error:      2005.42407, best error:      1935.74805 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 24.4414596558s, input_fired_time: 0.0909473598, output_fired_time: 0.0919112116, propagate_forward_time: 8.9269342422, propagate_backward_time: 13.2747468948, weight_update_time: 0.1245426163, other_time: 2.0569190979
epoch time: 2.2242388725s, input_fired_time: 0.0118819037, output_fired_time: 0.0000000000, propagate_forward_time: 1.8475761414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3647809029
validation[          , genome  3981] predictions:    9453/  10000 (94.53%), best:    9453/10000 (94.53%), error:      1884.25439, best error:      1884.25439 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 24.3164958954s, input_fired_time: 0.0887499824, output_fired_time: 0.0897987485, propagate_forward_time: 8.8621664047, propagate_backward_time: 13.2409849167, weight_update_time: 0.1249703690, other_time: 2.0347957611
epoch time: 2.1265711784s, input_fired_time: 0.0115404520, output_fired_time: 0.0000000000, propagate_forward_time: 1.7564415932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3585891724
validation[          , genome  3981] predictions:    9445/  10000 (94.45%), best:    9445/10000 (94.45%), error:      1858.81372, best error:      1858.81372 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 23.9740543365s, input_fired_time: 0.0887435898, output_fired_time: 0.0896219090, propagate_forward_time: 8.7061042786, propagate_backward_time: 13.0644588470, weight_update_time: 0.1227293015, other_time: 2.0251255035
epoch time: 2.1654808521s, input_fired_time: 0.0116571104, output_fired_time: 0.0000000000, propagate_forward_time: 1.7905842066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3632396460
validation[          , genome  3981] predictions:    9431/  10000 (94.31%), best:    9445/10000 (94.45%), error:      1924.59241, best error:      1858.81372 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 23.8212928772s, input_fired_time: 0.0877873227, output_fired_time: 0.0895850062, propagate_forward_time: 8.6513471603, propagate_backward_time: 12.9688425064, weight_update_time: 0.1205372736, other_time: 2.0237312317
epoch time: 2.0827689171s, input_fired_time: 0.0116771311, output_fired_time: 0.0000000000, propagate_forward_time: 1.7176848650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3534070253
validation[          , genome  3981] predictions:    9434/  10000 (94.34%), best:    9445/10000 (94.45%), error:      1923.06995, best error:      1858.81372 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 23.4977893829s, input_fired_time: 0.0897888690, output_fired_time: 0.0865442678, propagate_forward_time: 8.5677261353, propagate_backward_time: 12.7498598099, weight_update_time: 0.1194483116, other_time: 2.0038709641
epoch time: 2.0854711533s, input_fired_time: 0.0109283198, output_fired_time: 0.0000000000, propagate_forward_time: 1.7206783295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3538644314
validation[          , genome  3981] predictions:    9454/  10000 (94.54%), best:    9445/10000 (94.45%), error:      1864.88721, best error:      1858.81372 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 23.9303092957s, input_fired_time: 0.0876965448, output_fired_time: 0.0877989009, propagate_forward_time: 8.7254343033, propagate_backward_time: 13.0018405914, weight_update_time: 0.1204700172, other_time: 2.0275392532
epoch time: 2.1379983425s, input_fired_time: 0.0115404557, output_fired_time: 0.0000000000, propagate_forward_time: 1.7683258057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3581321239
validation[          , genome  3981] predictions:    9472/  10000 (94.72%), best:    9472/10000 (94.72%), error:      1829.27783, best error:      1829.27783 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 24.5093002319s, input_fired_time: 0.0903525576, output_fired_time: 0.0907998830, propagate_forward_time: 8.9300956726, propagate_backward_time: 13.3522300720, weight_update_time: 0.1252402812, other_time: 2.0458221436
epoch time: 2.0994982719s, input_fired_time: 0.0109599289, output_fired_time: 0.0000000000, propagate_forward_time: 1.7324616909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3560767174
validation[          , genome  3981] predictions:    9425/  10000 (94.25%), best:    9472/10000 (94.72%), error:      1900.25488, best error:      1829.27783 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 24.3638439178s, input_fired_time: 0.0901268646, output_fired_time: 0.0903645456, propagate_forward_time: 8.8665523529, propagate_backward_time: 13.2597846985, weight_update_time: 0.1218767986, other_time: 2.0570163727
epoch time: 2.1379318237s, input_fired_time: 0.0113303410, output_fired_time: 0.0000000000, propagate_forward_time: 1.7688381672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3577632904
validation[          , genome  3981] predictions:    9472/  10000 (94.72%), best:    9472/10000 (94.72%), error:      1839.81091, best error:      1829.27783 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 24.2812290192s, input_fired_time: 0.0906334296, output_fired_time: 0.0915346369, propagate_forward_time: 8.8267040253, propagate_backward_time: 13.2222232819, weight_update_time: 0.1213184819, other_time: 2.0501327515
epoch time: 2.1071543694s, input_fired_time: 0.0110779321, output_fired_time: 0.0000000000, propagate_forward_time: 1.7283309698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3677455187
validation[          , genome  3981] predictions:    9437/  10000 (94.37%), best:    9472/10000 (94.72%), error:      1860.23999, best error:      1829.27783 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 24.5865535736s, input_fired_time: 0.0909361914, output_fired_time: 0.0915538222, propagate_forward_time: 8.9702339172, propagate_backward_time: 13.3752050400, weight_update_time: 0.1234585047, other_time: 2.0586233139
epoch time: 2.1614458561s, input_fired_time: 0.0117532965, output_fired_time: 0.0000000000, propagate_forward_time: 1.7828907967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3668017387
validation[          , genome  3981] predictions:    9420/  10000 (94.20%), best:    9472/10000 (94.72%), error:      1957.90979, best error:      1829.27783 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 24.2430515289s, input_fired_time: 0.0896367803, output_fired_time: 0.0909628570, propagate_forward_time: 8.8608865738, propagate_backward_time: 13.1724281311, weight_update_time: 0.1229845285, other_time: 2.0291376114
epoch time: 2.1696894169s, input_fired_time: 0.0117198657, output_fired_time: 0.0000000000, propagate_forward_time: 1.7955051661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3624643087
validation[          , genome  3981] predictions:    9457/  10000 (94.57%), best:    9472/10000 (94.72%), error:      1895.15137, best error:      1829.27783 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 23.8146743774s, input_fired_time: 0.0886015892, output_fired_time: 0.0885172635, propagate_forward_time: 8.6881237030, propagate_backward_time: 12.9345893860, weight_update_time: 0.1207581013, other_time: 2.0148410797
epoch time: 2.1060461998s, input_fired_time: 0.0114215976, output_fired_time: 0.0000000000, propagate_forward_time: 1.7308740616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3637504578
validation[          , genome  3981] predictions:    9455/  10000 (94.55%), best:    9472/10000 (94.72%), error:      1846.50574, best error:      1829.27783 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 24.0658283234s, input_fired_time: 0.0896619931, output_fired_time: 0.0884737521, propagate_forward_time: 8.7866706848, propagate_backward_time: 13.0755767822, weight_update_time: 0.1227813289, other_time: 2.0254440308
epoch time: 2.1589982510s, input_fired_time: 0.0117746405, output_fired_time: 0.0000000000, propagate_forward_time: 1.7869803905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3602433205
validation[          , genome  3981] predictions:    9396/  10000 (93.96%), best:    9472/10000 (94.72%), error:      2029.53455, best error:      1829.27783 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 24.3124504089s, input_fired_time: 0.0886822417, output_fired_time: 0.0896505117, propagate_forward_time: 8.8762388229, propagate_backward_time: 13.2092180252, weight_update_time: 0.1243783161, other_time: 2.0486602783
epoch time: 2.0942568779s, input_fired_time: 0.0118921520, output_fired_time: 0.0000000000, propagate_forward_time: 1.7309663296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3513984680
validation[          , genome  3981] predictions:    9466/  10000 (94.66%), best:    9472/10000 (94.72%), error:      1836.29517, best error:      1829.27783 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 24.3968315125s, input_fired_time: 0.0905119553, output_fired_time: 0.0906873494, propagate_forward_time: 8.9081888199, propagate_backward_time: 13.2688341141, weight_update_time: 0.1233731210, other_time: 2.0386104584
epoch time: 2.1737000942s, input_fired_time: 0.0117261121, output_fired_time: 0.0000000000, propagate_forward_time: 1.7989403009, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3630336523
validation[          , genome  3981] predictions:    9466/  10000 (94.66%), best:    9472/10000 (94.72%), error:      1841.46948, best error:      1829.27783 on epoch:    23, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 24.3038558960s, input_fired_time: 0.0916159973, output_fired_time: 0.0897185802, propagate_forward_time: 8.8492364883, propagate_backward_time: 13.2345104218, weight_update_time: 0.1267822832, other_time: 2.0387754440
epoch time: 2.1431462765s, input_fired_time: 0.0113445604, output_fired_time: 0.0000000000, propagate_forward_time: 1.7733408213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3584607840
validation[          , genome  3981] predictions:    9489/  10000 (94.89%), best:    9489/10000 (94.89%), error:      1751.28467, best error:      1751.28467 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 24.4291629791s, input_fired_time: 0.0896728039, output_fired_time: 0.0917616934, propagate_forward_time: 8.8858737946, propagate_backward_time: 13.3085012436, weight_update_time: 0.1240416914, other_time: 2.0533533096
epoch time: 2.1640839577s, input_fired_time: 0.0116058979, output_fired_time: 0.0000000000, propagate_forward_time: 1.7884554863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3640224934
validation[          , genome  3981] predictions:    9487/  10000 (94.87%), best:    9489/10000 (94.89%), error:      1822.47693, best error:      1751.28467 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 23.9465904236s, input_fired_time: 0.0879098997, output_fired_time: 0.0899482220, propagate_forward_time: 8.7406167984, propagate_backward_time: 13.0054492950, weight_update_time: 0.1230895221, other_time: 2.0226659775
epoch time: 2.1892297268s, input_fired_time: 0.0113570662, output_fired_time: 0.0000000000, propagate_forward_time: 1.8107020855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3671705723
validation[          , genome  3981] predictions:    9482/  10000 (94.82%), best:    9489/10000 (94.89%), error:      1766.76477, best error:      1751.28467 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 23.9397239685s, input_fired_time: 0.0898383930, output_fired_time: 0.0907718316, propagate_forward_time: 8.7242517471, propagate_backward_time: 13.0147829056, weight_update_time: 0.1215678155, other_time: 2.0200786591
epoch time: 2.1714916229s, input_fired_time: 0.0114621054, output_fired_time: 0.0000000000, propagate_forward_time: 1.7987558842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3612735271
validation[          , genome  3981] predictions:    9410/  10000 (94.10%), best:    9489/10000 (94.89%), error:      2011.44470, best error:      1751.28467 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 23.8641567230s, input_fired_time: 0.0887102336, output_fired_time: 0.0885529667, propagate_forward_time: 8.6860408783, propagate_backward_time: 12.9750623703, weight_update_time: 0.1234688312, other_time: 2.0257902145
epoch time: 2.1053783894s, input_fired_time: 0.0112604583, output_fired_time: 0.0000000000, propagate_forward_time: 1.7385447025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3555731773
validation[          , genome  3981] predictions:    9484/  10000 (94.84%), best:    9489/10000 (94.89%), error:      1787.31360, best error:      1751.28467 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 24.1697940826s, input_fired_time: 0.0895601287, output_fired_time: 0.0907002017, propagate_forward_time: 8.8019485474, propagate_backward_time: 13.1386785507, weight_update_time: 0.1222440898, other_time: 2.0489072800
epoch time: 2.0830628872s, input_fired_time: 0.0111286677, output_fired_time: 0.0000000000, propagate_forward_time: 1.7174783945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3544558287
validation[          , genome  3981] predictions:    9483/  10000 (94.83%), best:    9489/10000 (94.89%), error:      1786.41724, best error:      1751.28467 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 24.0279026031s, input_fired_time: 0.0898205116, output_fired_time: 0.0892060846, propagate_forward_time: 8.7727088928, propagate_backward_time: 13.0500183105, weight_update_time: 0.1219333038, other_time: 2.0261478424
epoch time: 2.1723833084s, input_fired_time: 0.0112742186, output_fired_time: 0.0000000000, propagate_forward_time: 1.7928481102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3682608604
validation[          , genome  3981] predictions:    9458/  10000 (94.58%), best:    9489/10000 (94.89%), error:      1816.29126, best error:      1751.28467 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 24.5935688019s, input_fired_time: 0.0897002816, output_fired_time: 0.0923632011, propagate_forward_time: 8.9422454834, propagate_backward_time: 13.4015874863, weight_update_time: 0.1260076314, other_time: 2.0676717758
epoch time: 2.0781233311s, input_fired_time: 0.0115965614, output_fired_time: 0.0000000000, propagate_forward_time: 1.7120536566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3544729948
validation[          , genome  3981] predictions:    9460/  10000 (94.60%), best:    9489/10000 (94.89%), error:      1770.40869, best error:      1751.28467 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 23.5287265778s, input_fired_time: 0.0886295959, output_fired_time: 0.0879960954, propagate_forward_time: 8.5447244644, propagate_backward_time: 12.7947196960, weight_update_time: 0.1201392338, other_time: 2.0126581192
epoch time: 2.1362342834s, input_fired_time: 0.0115898969, output_fired_time: 0.0000000000, propagate_forward_time: 1.7643926144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3602516651
validation[          , genome  3981] predictions:    9391/  10000 (93.91%), best:    9489/10000 (94.89%), error:      2065.20850, best error:      1751.28467 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 24.1944026947s, input_fired_time: 0.0897853673, output_fired_time: 0.0893583894, propagate_forward_time: 8.8098754883, propagate_backward_time: 13.1553926468, weight_update_time: 0.1233815104, other_time: 2.0499906540
epoch time: 2.2048566341s, input_fired_time: 0.0113775432, output_fired_time: 0.0000000000, propagate_forward_time: 1.8291727304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3643063307
validation[          , genome  3981] predictions:    9470/  10000 (94.70%), best:    9489/10000 (94.89%), error:      1768.75330, best error:      1751.28467 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 24.2774887085s, input_fired_time: 0.0898806229, output_fired_time: 0.0902719051, propagate_forward_time: 8.8361778259, propagate_backward_time: 13.2248735428, weight_update_time: 0.1235426962, other_time: 2.0362863541
epoch time: 2.0832259655s, input_fired_time: 0.0110578965, output_fired_time: 0.0000000000, propagate_forward_time: 1.7184135914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3537545204
validation[          , genome  3981] predictions:    9432/  10000 (94.32%), best:    9489/10000 (94.89%), error:      1899.95935, best error:      1751.28467 on epoch:    33, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 24.2889156342s, input_fired_time: 0.0908185616, output_fired_time: 0.0911310017, propagate_forward_time: 8.8729686737, propagate_backward_time: 13.2113103867, weight_update_time: 0.1260932237, other_time: 2.0226869583
epoch time: 2.1399774551s, input_fired_time: 0.0113383345, output_fired_time: 0.0000000000, propagate_forward_time: 1.7619574070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3666818142
validation[          , genome  3981] predictions:    9498/  10000 (94.98%), best:    9489/10000 (94.89%), error:      1756.88867, best error:      1751.28467 on epoch:    33, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 24.1574535370s, input_fired_time: 0.0903850794, output_fired_time: 0.0893440992, propagate_forward_time: 8.7988748550, propagate_backward_time: 13.1317682266, weight_update_time: 0.1242193803, other_time: 2.0470809937
epoch time: 2.1902406216s, input_fired_time: 0.0116499839, output_fired_time: 0.0000000000, propagate_forward_time: 1.8148169518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3637735844
validation[          , genome  3981] predictions:    9485/  10000 (94.85%), best:    9485/10000 (94.85%), error:      1744.85107, best error:      1744.85107 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 23.9327106476s, input_fired_time: 0.0892431363, output_fired_time: 0.0896534547, propagate_forward_time: 8.7271471024, propagate_backward_time: 13.0044040680, weight_update_time: 0.1214205548, other_time: 2.0222635269
epoch time: 2.0697004795s, input_fired_time: 0.0108655933, output_fired_time: 0.0000000000, propagate_forward_time: 1.7056612968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3531734943
validation[          , genome  3981] predictions:    9473/  10000 (94.73%), best:    9485/10000 (94.85%), error:      1789.69055, best error:      1744.85107 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 24.2844448090s, input_fired_time: 0.0901486129, output_fired_time: 0.0915085897, propagate_forward_time: 8.8697023392, propagate_backward_time: 13.1986312866, weight_update_time: 0.1236402243, other_time: 2.0344533920
epoch time: 2.1769332886s, input_fired_time: 0.0118204737, output_fired_time: 0.0000000000, propagate_forward_time: 1.8039137125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3611990213
validation[          , genome  3981] predictions:    9456/  10000 (94.56%), best:    9485/10000 (94.85%), error:      1870.79370, best error:      1744.85107 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 24.3621845245s, input_fired_time: 0.0901095420, output_fired_time: 0.0905279592, propagate_forward_time: 8.8645744324, propagate_backward_time: 13.2689352036, weight_update_time: 0.1240275502, other_time: 2.0480375290
epoch time: 2.1826388836s, input_fired_time: 0.0117559461, output_fired_time: 0.0000000000, propagate_forward_time: 1.8029505014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3679324389
validation[          , genome  3981] predictions:    9492/  10000 (94.92%), best:    9492/10000 (94.92%), error:      1712.05225, best error:      1712.05225 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 24.4355525970s, input_fired_time: 0.0920793936, output_fired_time: 0.0904215127, propagate_forward_time: 8.9177341461, propagate_backward_time: 13.2857484818, weight_update_time: 0.1239108369, other_time: 2.0495691299
epoch time: 2.1943659782s, input_fired_time: 0.0119037535, output_fired_time: 0.0000000000, propagate_forward_time: 1.8110896349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3713725805
validation[          , genome  3981] predictions:    9485/  10000 (94.85%), best:    9492/10000 (94.92%), error:      1745.04834, best error:      1712.05225 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 24.0763645172s, input_fired_time: 0.0887099206, output_fired_time: 0.0895373449, propagate_forward_time: 8.7802190781, propagate_backward_time: 13.0898084641, weight_update_time: 0.1231513619, other_time: 2.0280895233
epoch time: 2.1157448292s, input_fired_time: 0.0116241490, output_fired_time: 0.0000000000, propagate_forward_time: 1.7447613478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3593593836
validation[          , genome  3981] predictions:    9516/  10000 (95.16%), best:    9516/10000 (95.16%), error:      1683.43445, best error:      1683.43445 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 23.8840942383s, input_fired_time: 0.0891220644, output_fired_time: 0.0888671875, propagate_forward_time: 8.7010889053, propagate_backward_time: 12.9941053391, weight_update_time: 0.1228402331, other_time: 2.0109100342
epoch time: 2.2133986950s, input_fired_time: 0.0116882687, output_fired_time: 0.0000000000, propagate_forward_time: 1.8375502825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3641601801
validation[          , genome  3981] predictions:    9482/  10000 (94.82%), best:    9516/10000 (95.16%), error:      1773.86487, best error:      1683.43445 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 24.4889373779s, input_fired_time: 0.0925019532, output_fired_time: 0.0915403366, propagate_forward_time: 8.9243011475, propagate_backward_time: 13.3358278275, weight_update_time: 0.1242915392, other_time: 2.0447645187
epoch time: 2.1777052879s, input_fired_time: 0.0116682220, output_fired_time: 0.0000000000, propagate_forward_time: 1.8032938242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3627432585
validation[          , genome  3981] predictions:    9507/  10000 (95.07%), best:    9516/10000 (95.16%), error:      1740.04089, best error:      1683.43445 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 24.1810474396s, input_fired_time: 0.0905795693, output_fired_time: 0.0895894468, propagate_forward_time: 8.7872591019, propagate_backward_time: 13.1650772095, weight_update_time: 0.1250256300, other_time: 2.0485410690
epoch time: 2.0748724937s, input_fired_time: 0.0114572225, output_fired_time: 0.0000000000, propagate_forward_time: 1.7150881290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3483271599
validation[          , genome  3981] predictions:    9490/  10000 (94.90%), best:    9516/10000 (95.16%), error:      1738.57043, best error:      1683.43445 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 24.0940361023s, input_fired_time: 0.0901303515, output_fired_time: 0.0896210819, propagate_forward_time: 8.7891521454, propagate_backward_time: 13.0801229477, weight_update_time: 0.1223718226, other_time: 2.0450105667
epoch time: 1.8511083126s, input_fired_time: 0.0102156252, output_fired_time: 0.0000000000, propagate_forward_time: 1.5198754072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3210172653
validation[          , genome  3981] predictions:    9515/  10000 (95.15%), best:    9515/10000 (95.15%), error:      1656.98975, best error:      1656.98975 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 24.0701255798s, input_fired_time: 0.0912415534, output_fired_time: 0.0900003687, propagate_forward_time: 8.7769165039, propagate_backward_time: 13.0864572525, weight_update_time: 0.1217197180, other_time: 2.0255098343
epoch time: 2.2027029991s, input_fired_time: 0.0120417317, output_fired_time: 0.0000000000, propagate_forward_time: 1.8228985071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3677626848
validation[          , genome  3981] predictions:    9510/  10000 (95.10%), best:    9515/10000 (95.15%), error:      1705.81091, best error:      1656.98975 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 23.6095066071s, input_fired_time: 0.0892877132, output_fired_time: 0.0891879573, propagate_forward_time: 8.6091194153, propagate_backward_time: 12.8266973495, weight_update_time: 0.1205430627, other_time: 1.9952154160
epoch time: 2.1205644608s, input_fired_time: 0.0118267108, output_fired_time: 0.0000000000, propagate_forward_time: 1.7536373138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3551003933
validation[          , genome  3981] predictions:    9474/  10000 (94.74%), best:    9515/10000 (95.15%), error:      1729.26221, best error:      1656.98975 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 23.2868232727s, input_fired_time: 0.0867221355, output_fired_time: 0.0866175964, propagate_forward_time: 8.4448709488, propagate_backward_time: 12.6604633331, weight_update_time: 0.1208857894, other_time: 2.0081491470
epoch time: 2.1465609074s, input_fired_time: 0.0120933875, output_fired_time: 0.0000000000, propagate_forward_time: 1.7743124962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3601551056
validation[          , genome  3981] predictions:    9471/  10000 (94.71%), best:    9515/10000 (95.15%), error:      1805.46021, best error:      1656.98975 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 23.6776504517s, input_fired_time: 0.0894105285, output_fired_time: 0.0875344053, propagate_forward_time: 8.6007442474, propagate_backward_time: 12.8843345642, weight_update_time: 0.1208270937, other_time: 2.0156269073
epoch time: 2.1215713024s, input_fired_time: 0.0111015430, output_fired_time: 0.0000000000, propagate_forward_time: 1.7565852404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3538845778
validation[          , genome  3981] predictions:    9451/  10000 (94.51%), best:    9515/10000 (95.15%), error:      1832.05493, best error:      1656.98975 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 24.0509796143s, input_fired_time: 0.0885821357, output_fired_time: 0.0885053426, propagate_forward_time: 8.7733783722, propagate_backward_time: 13.0755224228, weight_update_time: 0.1233650893, other_time: 2.0249910355
epoch time: 2.1364777088s, input_fired_time: 0.0116348397, output_fired_time: 0.0000000000, propagate_forward_time: 1.7619839907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3628588915
validation[          , genome  3981] predictions:    9457/  10000 (94.57%), best:    9515/10000 (95.15%), error:      1842.40417, best error:      1656.98975 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 24.5696735382s, input_fired_time: 0.0921405405, output_fired_time: 0.0925268233, propagate_forward_time: 8.9634437561, propagate_backward_time: 13.3713817596, weight_update_time: 0.1240746677, other_time: 2.0501804352
epoch time: 2.1391761303s, input_fired_time: 0.0117497006, output_fired_time: 0.0000000000, propagate_forward_time: 1.7667895555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3606368303
validation[          , genome  3981] predictions:    9451/  10000 (94.51%), best:    9515/10000 (95.15%), error:      1862.80505, best error:      1656.98975 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 23.7992267609s, input_fired_time: 0.0899914950, output_fired_time: 0.0895458087, propagate_forward_time: 8.6829671860, propagate_backward_time: 12.9348421097, weight_update_time: 0.1213279143, other_time: 2.0018806458
epoch time: 2.1769070625s, input_fired_time: 0.0120194955, output_fired_time: 0.0000000000, propagate_forward_time: 1.7996487617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3652389050
validation[          , genome  3981] predictions:    9458/  10000 (94.58%), best:    9515/10000 (95.15%), error:      1898.14612, best error:      1656.98975 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 24.0005378723s, input_fired_time: 0.0896759108, output_fired_time: 0.0891722143, propagate_forward_time: 8.7443447113, propagate_backward_time: 13.0600986481, weight_update_time: 0.1232956499, other_time: 2.0172462463
epoch time: 2.1476035118s, input_fired_time: 0.0114287464, output_fired_time: 0.0000000000, propagate_forward_time: 1.7780747414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3580999374
validation[          , genome  3981] predictions:    9513/  10000 (95.13%), best:    9515/10000 (95.15%), error:      1695.45288, best error:      1656.98975 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 24.4657001495s, input_fired_time: 0.0900698453, output_fired_time: 0.0920634195, propagate_forward_time: 8.9197635651, propagate_backward_time: 13.3147506714, weight_update_time: 0.1244139373, other_time: 2.0490512848
epoch time: 2.1048698425s, input_fired_time: 0.0112987384, output_fired_time: 0.0000000000, propagate_forward_time: 1.7393548489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3542163372
validation[          , genome  3981] predictions:    9499/  10000 (94.99%), best:    9515/10000 (95.15%), error:      1726.19958, best error:      1656.98975 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 24.2203502655s, input_fired_time: 0.0919248983, output_fired_time: 0.0898752734, propagate_forward_time: 8.8427782059, propagate_backward_time: 13.1717090607, weight_update_time: 0.1235142201, other_time: 2.0240621567
epoch time: 2.1487724781s, input_fired_time: 0.0114233969, output_fired_time: 0.0000000000, propagate_forward_time: 1.7755516768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3617974520
validation[          , genome  3981] predictions:    9489/  10000 (94.89%), best:    9515/10000 (95.15%), error:      1724.99133, best error:      1656.98975 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 24.3533153534s, input_fired_time: 0.0914494768, output_fired_time: 0.0902145356, propagate_forward_time: 8.8647308350, propagate_backward_time: 13.2656307220, weight_update_time: 0.1236442253, other_time: 2.0412902832
epoch time: 2.1030213833s, input_fired_time: 0.0115751904, output_fired_time: 0.0000000000, propagate_forward_time: 1.7358807325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3555654287
validation[          , genome  3981] predictions:    9479/  10000 (94.79%), best:    9515/10000 (95.15%), error:      1744.45557, best error:      1656.98975 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 24.0271148682s, input_fired_time: 0.0898895264, output_fired_time: 0.0890889242, propagate_forward_time: 8.7675790787, propagate_backward_time: 13.0587902069, weight_update_time: 0.1216181889, other_time: 2.0217676163
epoch time: 2.0080773830s, input_fired_time: 0.0106376046, output_fired_time: 0.0000000000, propagate_forward_time: 1.6529335976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3445061445
validation[          , genome  3981] predictions:    9523/  10000 (95.23%), best:    9515/10000 (95.15%), error:      1668.83264, best error:      1656.98975 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 24.1917877197s, input_fired_time: 0.0925241783, output_fired_time: 0.0893757343, propagate_forward_time: 8.8407297134, propagate_backward_time: 13.1455783844, weight_update_time: 0.1216564402, other_time: 2.0235795975
epoch time: 2.2207152843s, input_fired_time: 0.0121432459, output_fired_time: 0.0000000000, propagate_forward_time: 1.8395689726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3690031767
validation[          , genome  3981] predictions:    9498/  10000 (94.98%), best:    9515/10000 (95.15%), error:      1743.36389, best error:      1656.98975 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 24.3006515503s, input_fired_time: 0.0909593627, output_fired_time: 0.0893903375, propagate_forward_time: 8.8496417999, propagate_backward_time: 13.2188577652, weight_update_time: 0.1236259267, other_time: 2.0518026352
epoch time: 2.1652598381s, input_fired_time: 0.0114946477, output_fired_time: 0.0000000000, propagate_forward_time: 1.7869926691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3667725325
validation[          , genome  3981] predictions:    9502/  10000 (95.02%), best:    9515/10000 (95.15%), error:      1700.30566, best error:      1656.98975 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 23.6266002655s, input_fired_time: 0.0889123529, output_fired_time: 0.0874025375, propagate_forward_time: 8.6401796341, propagate_backward_time: 12.8085269928, weight_update_time: 0.1196593344, other_time: 2.0015783310
epoch time: 2.2017066479s, input_fired_time: 0.0125127453, output_fired_time: 0.0000000000, propagate_forward_time: 1.8223892450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3668047190
validation[          , genome  3981] predictions:    9476/  10000 (94.76%), best:    9515/10000 (95.15%), error:      1812.29822, best error:      1656.98975 on epoch:    54, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 24.3921165466s, input_fired_time: 0.0906370059, output_fired_time: 0.0904505476, propagate_forward_time: 8.8878097534, propagate_backward_time: 13.2843494415, weight_update_time: 0.1241450608, other_time: 2.0388698578
epoch time: 2.0803389549s, input_fired_time: 0.0111625092, output_fired_time: 0.0000000000, propagate_forward_time: 1.7178305387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3513458967
validation[          , genome  3981] predictions:    9499/  10000 (94.99%), best:    9515/10000 (95.15%), error:      1677.99170, best error:      1656.98975 on epoch:    54, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 24.0952377319s, input_fired_time: 0.0904950500, output_fired_time: 0.0900484100, propagate_forward_time: 8.7730607986, propagate_backward_time: 13.1138696671, weight_update_time: 0.1226452664, other_time: 2.0277652740
epoch time: 2.1383526325s, input_fired_time: 0.0113245547, output_fired_time: 0.0000000000, propagate_forward_time: 1.7696318626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3573961258
validation[          , genome  3981] predictions:    9518/  10000 (95.18%), best:    9515/10000 (95.15%), error:      1674.71191, best error:      1656.98975 on epoch:    54, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 23.9002456665s, input_fired_time: 0.0903854966, output_fired_time: 0.0891647786, propagate_forward_time: 8.7038125992, propagate_backward_time: 13.0016155243, weight_update_time: 0.1221746579, other_time: 2.0152673721
epoch time: 1.8935264349s, input_fired_time: 0.0106296465, output_fired_time: 0.0000000000, propagate_forward_time: 1.5536913872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3292053938
validation[          , genome  3981] predictions:    9508/  10000 (95.08%), best:    9515/10000 (95.15%), error:      1714.49902, best error:      1656.98975 on epoch:    54, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 24.4221038818s, input_fired_time: 0.0905564502, output_fired_time: 0.0916325748, propagate_forward_time: 8.8740959167, propagate_backward_time: 13.3115005493, weight_update_time: 0.1238815039, other_time: 2.0543174744
epoch time: 2.1108660698s, input_fired_time: 0.0119349267, output_fired_time: 0.0000000000, propagate_forward_time: 1.7420450449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3568860292
validation[          , genome  3981] predictions:    9530/  10000 (95.30%), best:    9515/10000 (95.15%), error:      1669.91895, best error:      1656.98975 on epoch:    54, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 23.5370006561s, input_fired_time: 0.0890023112, output_fired_time: 0.0876078010, propagate_forward_time: 8.6164369583, propagate_backward_time: 12.7603034973, weight_update_time: 0.1196962819, other_time: 1.9836492538
epoch time: 1.9636415243s, input_fired_time: 0.0111820782, output_fired_time: 0.0000000000, propagate_forward_time: 1.6118582487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3406012058
validation[          , genome  3981] predictions:    9448/  10000 (94.48%), best:    9515/10000 (95.15%), error:      1865.99878, best error:      1656.98975 on epoch:    54, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 23.6933650970s, input_fired_time: 0.0898205638, output_fired_time: 0.0904512703, propagate_forward_time: 8.6170520782, propagate_backward_time: 12.8793163300, weight_update_time: 0.1203346625, other_time: 2.0167236328
epoch time: 1.9783930779s, input_fired_time: 0.0106300721, output_fired_time: 0.0000000000, propagate_forward_time: 1.6250685453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3426944017
validation[          , genome  3981] predictions:    9418/  10000 (94.18%), best:    9515/10000 (95.15%), error:      1890.57935, best error:      1656.98975 on epoch:    54, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 23.8642768860s, input_fired_time: 0.0916217566, output_fired_time: 0.0891999379, propagate_forward_time: 8.6977291107, propagate_backward_time: 12.9682483673, weight_update_time: 0.1210452393, other_time: 2.0174789429
epoch time: 2.1217355728s, input_fired_time: 0.0113859661, output_fired_time: 0.0000000000, propagate_forward_time: 1.7502074242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3601422310
validation[          , genome  3981] predictions:    9501/  10000 (95.01%), best:    9515/10000 (95.15%), error:      1710.47339, best error:      1656.98975 on epoch:    54, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 23.8425254822s, input_fired_time: 0.0896763131, output_fired_time: 0.0893639028, propagate_forward_time: 8.6606378555, propagate_backward_time: 12.9870290756, weight_update_time: 0.1221754774, other_time: 2.0158195496
epoch time: 2.0872321129s, input_fired_time: 0.0113138799, output_fired_time: 0.0000000000, propagate_forward_time: 1.7252409458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3506772518
validation[          , genome  3981] predictions:    9512/  10000 (95.12%), best:    9515/10000 (95.15%), error:      1672.40710, best error:      1656.98975 on epoch:    54, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 24.2932643890s, input_fired_time: 0.0916715860, output_fired_time: 0.0917696059, propagate_forward_time: 8.8721532822, propagate_backward_time: 13.2022867203, weight_update_time: 0.1216168925, other_time: 2.0353832245
epoch time: 2.1804430485s, input_fired_time: 0.0118507454, output_fired_time: 0.0000000000, propagate_forward_time: 1.8016824722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3669097424
validation[          , genome  3981] predictions:    9483/  10000 (94.83%), best:    9515/10000 (95.15%), error:      1784.80859, best error:      1656.98975 on epoch:    54, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 24.1756381989s, input_fired_time: 0.0916315615, output_fired_time: 0.0897858366, propagate_forward_time: 8.7969284058, propagate_backward_time: 13.1593847275, weight_update_time: 0.1240306571, other_time: 2.0379076004
epoch time: 2.1117265224s, input_fired_time: 0.0113392565, output_fired_time: 0.0000000000, propagate_forward_time: 1.7441189289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3562684059
validation[          , genome  3981] predictions:    9517/  10000 (95.17%), best:    9515/10000 (95.15%), error:      1711.33813, best error:      1656.98975 on epoch:    54, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 24.2726306915s, input_fired_time: 0.0912446752, output_fired_time: 0.0885023177, propagate_forward_time: 8.8198270798, propagate_backward_time: 13.2191019058, weight_update_time: 0.1245595217, other_time: 2.0539550781
epoch time: 2.1382319927s, input_fired_time: 0.0116976192, output_fired_time: 0.0000000000, propagate_forward_time: 1.7625565529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3639779091
validation[          , genome  3981] predictions:    9509/  10000 (95.09%), best:    9509/10000 (95.09%), error:      1640.12048, best error:      1640.12048 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 24.4476509094s, input_fired_time: 0.0929796100, output_fired_time: 0.0913735107, propagate_forward_time: 8.9080724716, propagate_backward_time: 13.3001871109, weight_update_time: 0.1241832674, other_time: 2.0550384521
epoch time: 2.1510241032s, input_fired_time: 0.0114670312, output_fired_time: 0.0000000000, propagate_forward_time: 1.7752763033, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3642808199
validation[          , genome  3981] predictions:    9521/  10000 (95.21%), best:    9521/10000 (95.21%), error:      1635.82715, best error:      1635.82715 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 24.0734024048s, input_fired_time: 0.0918728486, output_fired_time: 0.0901142806, propagate_forward_time: 8.7783842087, propagate_backward_time: 13.0904254913, weight_update_time: 0.1235957891, other_time: 2.0226049423
epoch time: 2.1579601765s, input_fired_time: 0.0114033623, output_fired_time: 0.0000000000, propagate_forward_time: 1.7868157625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3597410917
validation[          , genome  3981] predictions:    9490/  10000 (94.90%), best:    9521/10000 (95.21%), error:      1756.37878, best error:      1635.82715 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 24.3154888153s, input_fired_time: 0.0925267115, output_fired_time: 0.0909954011, propagate_forward_time: 8.8536815643, propagate_backward_time: 13.2265291214, weight_update_time: 0.1230957359, other_time: 2.0517549515
epoch time: 2.1482877731s, input_fired_time: 0.0118961642, output_fired_time: 0.0000000000, propagate_forward_time: 1.7772251368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3591665030
validation[          , genome  3981] predictions:    9378/  10000 (93.78%), best:    9521/10000 (95.21%), error:      2037.27380, best error:      1635.82715 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 24.2996520996s, input_fired_time: 0.0905867815, output_fired_time: 0.0907001942, propagate_forward_time: 8.8503313065, propagate_backward_time: 13.2224521637, weight_update_time: 0.1229577288, other_time: 2.0455808640
epoch time: 2.2055029869s, input_fired_time: 0.0116944974, output_fired_time: 0.0000000000, propagate_forward_time: 1.8271977901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3666107655
validation[          , genome  3981] predictions:    9507/  10000 (95.07%), best:    9521/10000 (95.21%), error:      1712.92847, best error:      1635.82715 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 24.2484874725s, input_fired_time: 0.0908821523, output_fired_time: 0.0916828737, propagate_forward_time: 8.8341445923, propagate_backward_time: 13.1847887039, weight_update_time: 0.1233374923, other_time: 2.0469903946
epoch time: 2.1759741306s, input_fired_time: 0.0116068125, output_fired_time: 0.0000000000, propagate_forward_time: 1.8006807566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3636864424
validation[          , genome  3981] predictions:    9502/  10000 (95.02%), best:    9521/10000 (95.21%), error:      1710.10706, best error:      1635.82715 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 24.3979930878s, input_fired_time: 0.0908257961, output_fired_time: 0.0915536955, propagate_forward_time: 8.8821868896, propagate_backward_time: 13.2733383179, weight_update_time: 0.1231006980, other_time: 2.0600872040
epoch time: 2.1458714008s, input_fired_time: 0.0122518586, output_fired_time: 0.0000000000, propagate_forward_time: 1.7691063881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3645131588
validation[          , genome  3981] predictions:    9484/  10000 (94.84%), best:    9521/10000 (95.21%), error:      1737.14087, best error:      1635.82715 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 24.4187450409s, input_fired_time: 0.0925615579, output_fired_time: 0.0904500782, propagate_forward_time: 8.9089155197, propagate_backward_time: 13.2851362228, weight_update_time: 0.1236691847, other_time: 2.0416812897
epoch time: 2.1104943752s, input_fired_time: 0.0117015969, output_fired_time: 0.0000000000, propagate_forward_time: 1.7439277172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3548650742
validation[          , genome  3981] predictions:    9499/  10000 (94.99%), best:    9521/10000 (95.21%), error:      1710.60583, best error:      1635.82715 on epoch:    81, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 24.1853961945s, input_fired_time: 0.0913021863, output_fired_time: 0.0902624950, propagate_forward_time: 8.8420190811, propagate_backward_time: 13.1359167099, weight_update_time: 0.1223558784, other_time: 2.0258941650
epoch time: 2.0575888157s, input_fired_time: 0.0111286510, output_fired_time: 0.0000000000, propagate_forward_time: 1.6968528032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3496073484
validation[          , genome  3981] predictions:    9508/  10000 (95.08%), best:    9521/10000 (95.21%), error:      1680.63208, best error:      1635.82715 on epoch:    81, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 24.2463893890s, input_fired_time: 0.0911552683, output_fired_time: 0.0909575373, propagate_forward_time: 8.8476572037, propagate_backward_time: 13.1794252396, weight_update_time: 0.1240461916, other_time: 2.0371932983
epoch time: 2.1585512161s, input_fired_time: 0.0121508315, output_fired_time: 0.0000000000, propagate_forward_time: 1.7839680910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3624323606
validation[          , genome  3981] predictions:    9500/  10000 (95.00%), best:    9521/10000 (95.21%), error:      1721.05603, best error:      1635.82715 on epoch:    81, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 23.9163608551s, input_fired_time: 0.0921323970, output_fired_time: 0.0888985246, propagate_forward_time: 8.7088298798, propagate_backward_time: 13.0067453384, weight_update_time: 0.1207794473, other_time: 2.0197553635
epoch time: 2.2181761265s, input_fired_time: 0.0121054277, output_fired_time: 0.0000000000, propagate_forward_time: 1.8371707201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3688999414
validation[          , genome  3981] predictions:    9428/  10000 (94.28%), best:    9521/10000 (95.21%), error:      1973.14026, best error:      1635.82715 on epoch:    81, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 24.2588310242s, input_fired_time: 0.0907207578, output_fired_time: 0.0894411728, propagate_forward_time: 8.8399229050, propagate_backward_time: 13.1921653748, weight_update_time: 0.1228722036, other_time: 2.0465803146
epoch time: 1.9999372959s, input_fired_time: 0.0112252804, output_fired_time: 0.0000000000, propagate_forward_time: 1.6422622204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3464498520
validation[          , genome  3981] predictions:    9520/  10000 (95.20%), best:    9521/10000 (95.21%), error:      1672.00671, best error:      1635.82715 on epoch:    81, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 24.4917354584s, input_fired_time: 0.0926403925, output_fired_time: 0.0913526267, propagate_forward_time: 8.9294347763, propagate_backward_time: 13.3167686462, weight_update_time: 0.1237359270, other_time: 2.0615396500
epoch time: 2.1689417362s, input_fired_time: 0.0122719100, output_fired_time: 0.0000000000, propagate_forward_time: 1.7900712490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3665986061
validation[          , genome  3981] predictions:    9465/  10000 (94.65%), best:    9521/10000 (95.21%), error:      1794.68384, best error:      1635.82715 on epoch:    81, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 24.3904819489s, input_fired_time: 0.0934043229, output_fired_time: 0.0901361033, propagate_forward_time: 8.8838491440, propagate_backward_time: 13.2559576035, weight_update_time: 0.1230546683, other_time: 2.0671348572
epoch time: 2.1789710522s, input_fired_time: 0.0125016114, output_fired_time: 0.0000000000, propagate_forward_time: 1.8013364077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3651329279
validation[          , genome  3981] predictions:    9491/  10000 (94.91%), best:    9521/10000 (95.21%), error:      1766.80664, best error:      1635.82715 on epoch:    81, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 24.1674823761s, input_fired_time: 0.0912130177, output_fired_time: 0.0902722031, propagate_forward_time: 8.8163709641, propagate_backward_time: 13.1267061234, weight_update_time: 0.1235472411, other_time: 2.0429191589
epoch time: 2.1331262589s, input_fired_time: 0.0116370665, output_fired_time: 0.0000000000, propagate_forward_time: 1.7576682568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3638210297
validation[          , genome  3981] predictions:    9497/  10000 (94.97%), best:    9521/10000 (95.21%), error:      1736.83203, best error:      1635.82715 on epoch:    81, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 24.1536350250s, input_fired_time: 0.0913538262, output_fired_time: 0.0900719091, propagate_forward_time: 8.7950468063, propagate_backward_time: 13.1468820572, weight_update_time: 0.1226755083, other_time: 2.0302791595
epoch time: 2.1614608765s, input_fired_time: 0.0116464011, output_fired_time: 0.0000000000, propagate_forward_time: 1.7865346670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3632797003
validation[          , genome  3981] predictions:    9515/  10000 (95.15%), best:    9521/10000 (95.21%), error:      1683.67053, best error:      1635.82715 on epoch:    81, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 24.1887874603s, input_fired_time: 0.0950482786, output_fired_time: 0.0898615122, propagate_forward_time: 8.8401403427, propagate_backward_time: 13.1269388199, weight_update_time: 0.1244188398, other_time: 2.0367984772
epoch time: 2.1868276596s, input_fired_time: 0.0125608100, output_fired_time: 0.0000000000, propagate_forward_time: 1.8091450930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3651217222
validation[          , genome  3981] predictions:    9491/  10000 (94.91%), best:    9521/10000 (95.21%), error:      1744.15735, best error:      1635.82715 on epoch:    81, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 24.0270900726s, input_fired_time: 0.0908364281, output_fired_time: 0.0911347419, propagate_forward_time: 8.7355747223, propagate_backward_time: 13.0816411972, weight_update_time: 0.1225058287, other_time: 2.0279035568
epoch time: 2.1397304535s, input_fired_time: 0.0115898903, output_fired_time: 0.0000000000, propagate_forward_time: 1.7681720257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3599684238
validation[          , genome  3981] predictions:    9497/  10000 (94.97%), best:    9521/10000 (95.21%), error:      1765.52856, best error:      1635.82715 on epoch:    81, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 24.0528392792s, input_fired_time: 0.0917926952, output_fired_time: 0.0896847099, propagate_forward_time: 8.7501821518, propagate_backward_time: 13.0760288239, weight_update_time: 0.1222361177, other_time: 2.0451498032
epoch time: 2.1190752983s, input_fired_time: 0.0119082108, output_fired_time: 0.0000000000, propagate_forward_time: 1.7504309416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3567360640
validation[          , genome  3981] predictions:    9442/  10000 (94.42%), best:    9521/10000 (95.21%), error:      1880.35828, best error:      1635.82715 on epoch:    81, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 24.2379379272s, input_fired_time: 0.0920660645, output_fired_time: 0.0901360586, propagate_forward_time: 8.8318719864, propagate_backward_time: 13.1790361404, weight_update_time: 0.1227911562, other_time: 2.0448284149
epoch time: 2.0083684921s, input_fired_time: 0.0110507701, output_fired_time: 0.0000000000, propagate_forward_time: 1.6535253525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3437923193
validation[          , genome  3981] predictions:    9511/  10000 (95.11%), best:    9521/10000 (95.21%), error:      1690.54517, best error:      1635.82715 on epoch:    81, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 24.3362560272s, input_fired_time: 0.0935043916, output_fired_time: 0.0914213508, propagate_forward_time: 8.8737306595, propagate_backward_time: 13.2228240967, weight_update_time: 0.1236780211, other_time: 2.0547761917
epoch time: 2.1142294407s, input_fired_time: 0.0119531155, output_fired_time: 0.0000000000, propagate_forward_time: 1.7414921522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3607841730
validation[          , genome  3981] predictions:    9426/  10000 (94.26%), best:    9521/10000 (95.21%), error:      1927.89453, best error:      1635.82715 on epoch:    81, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 10.6708860397s, input_fired_time: 0.0580090284, output_fired_time: 0.0000000000, propagate_forward_time: 8.7671270370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8457498550
best training[          , genome  3981] predictions:   48348/  50000 (96.70%), best:    9521/10000 (95.21%), error:      5966.13721, best error:      1635.82715 on epoch:    81, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 2.1907250881s, input_fired_time: 0.0117354523, output_fired_time: 0.0000000000, propagate_forward_time: 1.8117359877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3672536612
   testing[          , genome  3981] predictions:    9568/  10000 (95.68%), best:    9521/10000 (95.21%), error:      1439.58826, best error:      1635.82715 on epoch:    81, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
16:30:08 (4544): called boinc_finish(0)

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