Nameexact_genome_1512568488_45_6736_1
Workunit2604903
Created7 Dec 2017, 21:35:24 UTC
Sent7 Dec 2017, 21:41:03 UTC
Report deadline14 Dec 2017, 10:24:57 UTC
Received8 Dec 2017, 12:26:13 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time3 hours 34 min 6 sec
CPU time3 hours 33 min 9 sec
Validate stateValid
Credit1,632.62
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.07 MB
Peak swap size157.41 MB
Peak disk usage1.88 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
8.8028278351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5217704773
validation[          , genome  6736] predictions:    9677/  10000 (96.77%), best:    9699/10000 (96.99%), error:      1064.16370, best error:       988.89209 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 116.3167572021s, input_fired_time: 1.0817062855, output_fired_time: 0.9812343121, propagate_forward_time: 44.3235855103, propagate_backward_time: 66.9112930298, weight_update_time: 0.1608487368, other_time: 3.0189437866
epoch time: 9.4023122787s, input_fired_time: 0.1377795637, output_fired_time: 0.0000000000, propagate_forward_time: 8.7470588684, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5174741745
validation[          , genome  6736] predictions:    9694/  10000 (96.94%), best:    9699/10000 (96.99%), error:      1021.79449, best error:       988.89209 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 116.1562728882s, input_fired_time: 1.0677911043, output_fired_time: 0.9758511186, propagate_forward_time: 44.3044242859, propagate_backward_time: 66.8374176025, weight_update_time: 0.1598412395, other_time: 2.9707794189
epoch time: 9.9978418350s, input_fired_time: 0.1356079578, output_fired_time: 0.0000000000, propagate_forward_time: 9.3119039536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5503301620
validation[          , genome  6736] predictions:    9710/  10000 (97.10%), best:    9710/10000 (97.10%), error:       970.17969, best error:       970.17969 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 115.8210449219s, input_fired_time: 1.0787992477, output_fired_time: 0.9715912342, propagate_forward_time: 44.0949478149, propagate_backward_time: 66.6936492920, weight_update_time: 0.1677453667, other_time: 2.9820632935
epoch time: 9.5837554932s, input_fired_time: 0.1357292980, output_fired_time: 0.0000000000, propagate_forward_time: 8.9313383102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5166883469
validation[          , genome  6736] predictions:    9736/  10000 (97.36%), best:    9736/10000 (97.36%), error:       905.32141, best error:       905.32141 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 115.6506271362s, input_fired_time: 1.0917457342, output_fired_time: 0.9787414074, propagate_forward_time: 44.0433578491, propagate_backward_time: 66.5580139160, weight_update_time: 0.1609090418, other_time: 2.9787673950
epoch time: 9.4967660904s, input_fired_time: 0.1357724667, output_fired_time: 0.0000000000, propagate_forward_time: 8.8472299576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5137634277
validation[          , genome  6736] predictions:    9687/  10000 (96.87%), best:    9736/10000 (97.36%), error:      1062.55078, best error:       905.32141 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 115.3530883789s, input_fired_time: 1.0846184492, output_fired_time: 0.9597417712, propagate_forward_time: 43.8999557495, propagate_backward_time: 66.3937911987, weight_update_time: 0.1595094949, other_time: 3.0149841309
epoch time: 9.5425500870s, input_fired_time: 0.1376530677, output_fired_time: 0.0000000000, propagate_forward_time: 8.8940258026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5108709335
validation[          , genome  6736] predictions:    9709/  10000 (97.09%), best:    9736/10000 (97.36%), error:       906.52142, best error:       905.32141 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 116.4609222412s, input_fired_time: 1.0855737925, output_fired_time: 0.9672790170, propagate_forward_time: 44.3227386475, propagate_backward_time: 67.0958023071, weight_update_time: 0.1599420011, other_time: 2.9895324707
epoch time: 9.5089492798s, input_fired_time: 0.1341209859, output_fired_time: 0.0000000000, propagate_forward_time: 8.8635368347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5112915039
validation[          , genome  6736] predictions:    9668/  10000 (96.68%), best:    9736/10000 (97.36%), error:      1023.22522, best error:       905.32141 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 117.8102264404s, input_fired_time: 1.0881184340, output_fired_time: 0.9844394326, propagate_forward_time: 44.8216133118, propagate_backward_time: 67.8771057129, weight_update_time: 0.1702142507, other_time: 3.0389556885
epoch time: 9.6351184845s, input_fired_time: 0.1347327530, output_fired_time: 0.0000000000, propagate_forward_time: 8.9739398956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5264453888
validation[          , genome  6736] predictions:    9708/  10000 (97.08%), best:    9736/10000 (97.36%), error:       963.32507, best error:       905.32141 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 116.1173019409s, input_fired_time: 1.0755517483, output_fired_time: 0.9850379229, propagate_forward_time: 44.2152290344, propagate_backward_time: 66.8665466309, weight_update_time: 0.1701516360, other_time: 2.9749298096
epoch time: 9.5192222595s, input_fired_time: 0.1365007758, output_fired_time: 0.0000000000, propagate_forward_time: 8.8665390015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5161828995
validation[          , genome  6736] predictions:    9705/  10000 (97.05%), best:    9736/10000 (97.36%), error:       953.57117, best error:       905.32141 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 116.0782394409s, input_fired_time: 1.0892369747, output_fired_time: 0.9853554368, propagate_forward_time: 44.2055397034, propagate_backward_time: 66.7543029785, weight_update_time: 0.1618521065, other_time: 3.0438079834
epoch time: 9.4838628769s, input_fired_time: 0.1335525364, output_fired_time: 0.0000000000, propagate_forward_time: 8.8380861282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5122241974
validation[          , genome  6736] predictions:    9669/  10000 (96.69%), best:    9736/10000 (97.36%), error:      1017.79254, best error:       905.32141 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 116.3539657593s, input_fired_time: 1.0772787333, output_fired_time: 0.9746942520, propagate_forward_time: 44.2624778748, propagate_backward_time: 67.0989761353, weight_update_time: 0.1578181386, other_time: 2.9405441284
epoch time: 9.4483041763s, input_fired_time: 0.1354888529, output_fired_time: 0.0000000000, propagate_forward_time: 8.8040227890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5087928772
validation[          , genome  6736] predictions:    9678/  10000 (96.78%), best:    9736/10000 (97.36%), error:      1051.07947, best error:       905.32141 on epoch:    17, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 115.8954772949s, input_fired_time: 1.0738852024, output_fired_time: 0.9869367480, propagate_forward_time: 44.1129226685, propagate_backward_time: 66.7720260620, weight_update_time: 0.1601011455, other_time: 2.9497070313
epoch time: 9.8254032135s, input_fired_time: 0.1463755518, output_fired_time: 0.0000000000, propagate_forward_time: 9.1533489227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5256786346
validation[          , genome  6736] predictions:    9719/  10000 (97.19%), best:    9736/10000 (97.36%), error:       910.59143, best error:       905.32141 on epoch:    17, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 117.3674163818s, input_fired_time: 1.1126525402, output_fired_time: 0.9971394539, propagate_forward_time: 44.6936187744, propagate_backward_time: 67.5333175659, weight_update_time: 0.1629955471, other_time: 3.0306854248
epoch time: 9.7785100937s, input_fired_time: 0.1365091652, output_fired_time: 0.0000000000, propagate_forward_time: 9.1079759598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5340251923
validation[          , genome  6736] predictions:    9695/  10000 (96.95%), best:    9736/10000 (97.36%), error:      1021.27606, best error:       905.32141 on epoch:    17, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 115.7466430664s, input_fired_time: 1.0747921467, output_fired_time: 0.9836886525, propagate_forward_time: 44.1069831848, propagate_backward_time: 66.6283874512, weight_update_time: 0.1602976620, other_time: 2.9527893066
epoch time: 9.4968528748s, input_fired_time: 0.1373654604, output_fired_time: 0.0000000000, propagate_forward_time: 8.8203277588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5391597748
validation[          , genome  6736] predictions:    9739/  10000 (97.39%), best:    9739/10000 (97.39%), error:       862.70734, best error:       862.70734 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 115.7612762451s, input_fired_time: 1.0853376389, output_fired_time: 0.9738417864, propagate_forward_time: 44.1039772034, propagate_backward_time: 66.6188201904, weight_update_time: 0.1612703800, other_time: 2.9793090820
epoch time: 9.3601341248s, input_fired_time: 0.1393143982, output_fired_time: 0.0000000000, propagate_forward_time: 8.7079534531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5128660202
validation[          , genome  6736] predictions:    9695/  10000 (96.95%), best:    9739/10000 (97.39%), error:       981.87567, best error:       862.70734 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 115.9408950806s, input_fired_time: 1.0930761099, output_fired_time: 0.9714430571, propagate_forward_time: 44.2395820618, propagate_backward_time: 66.6453323364, weight_update_time: 0.1602656841, other_time: 2.9914627075
epoch time: 9.4869661331s, input_fired_time: 0.1402186751, output_fired_time: 0.0000000000, propagate_forward_time: 8.8411302567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5056171417
validation[          , genome  6736] predictions:    9680/  10000 (96.80%), best:    9739/10000 (97.39%), error:      1031.41565, best error:       862.70734 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 115.3028030396s, input_fired_time: 1.0818623304, output_fired_time: 0.9634695053, propagate_forward_time: 43.8578948975, propagate_backward_time: 66.4078216553, weight_update_time: 0.1605249494, other_time: 2.9917526245
epoch time: 9.5486049652s, input_fired_time: 0.1384368539, output_fired_time: 0.0000000000, propagate_forward_time: 8.8922929764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5178747177
validation[          , genome  6736] predictions:    9686/  10000 (96.86%), best:    9739/10000 (97.39%), error:       969.17603, best error:       862.70734 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 117.0110931396s, input_fired_time: 1.1229095459, output_fired_time: 0.9937250614, propagate_forward_time: 44.4789924622, propagate_backward_time: 67.3403549194, weight_update_time: 0.1677002311, other_time: 3.0751113892
epoch time: 9.5425405502s, input_fired_time: 0.1346046776, output_fired_time: 0.0000000000, propagate_forward_time: 8.8840112686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5239248276
validation[          , genome  6736] predictions:    9669/  10000 (96.69%), best:    9739/10000 (97.39%), error:      1055.53735, best error:       862.70734 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 115.0882110596s, input_fired_time: 1.0816816092, output_fired_time: 0.9644876719, propagate_forward_time: 43.8102493286, propagate_backward_time: 66.2264709473, weight_update_time: 0.1603858322, other_time: 3.0053253174
epoch time: 9.5066413879s, input_fired_time: 0.1363349706, output_fired_time: 0.0000000000, propagate_forward_time: 8.8479957581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5223102570
validation[          , genome  6736] predictions:    9735/  10000 (97.35%), best:    9739/10000 (97.39%), error:       868.42883, best error:       862.70734 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 115.9356231689s, input_fired_time: 1.0919303894, output_fired_time: 0.9786351919, propagate_forward_time: 44.1712455750, propagate_backward_time: 66.6876602173, weight_update_time: 0.1607090831, other_time: 3.0061416626
epoch time: 9.4967088699s, input_fired_time: 0.1388394535, output_fired_time: 0.0000000000, propagate_forward_time: 8.8408355713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5170335770
validation[          , genome  6736] predictions:    9750/  10000 (97.50%), best:    9739/10000 (97.39%), error:       892.29889, best error:       862.70734 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 116.1519165039s, input_fired_time: 1.0906853676, output_fired_time: 0.9889487028, propagate_forward_time: 44.2951202393, propagate_backward_time: 66.7965087891, weight_update_time: 0.1604018807, other_time: 2.9806594849
epoch time: 9.5503864288s, input_fired_time: 0.1372333765, output_fired_time: 0.0000000000, propagate_forward_time: 8.8985643387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5145883560
validation[          , genome  6736] predictions:    9698/  10000 (96.98%), best:    9739/10000 (97.39%), error:       965.38019, best error:       862.70734 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 117.7335205078s, input_fired_time: 1.0923248529, output_fired_time: 0.9996938109, propagate_forward_time: 44.7739753723, propagate_backward_time: 67.8799362183, weight_update_time: 0.1631114185, other_time: 2.9875869751
epoch time: 9.6957311630s, input_fired_time: 0.1418282688, output_fired_time: 0.0000000000, propagate_forward_time: 9.0303382874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5235643387
validation[          , genome  6736] predictions:    9720/  10000 (97.20%), best:    9739/10000 (97.39%), error:       900.44391, best error:       862.70734 on epoch:    27, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 115.5770339966s, input_fired_time: 1.0936050415, output_fired_time: 0.9734122753, propagate_forward_time: 44.0160179138, propagate_backward_time: 66.4801406860, weight_update_time: 0.1608533114, other_time: 3.0138626099
epoch time: 9.5777406693s, input_fired_time: 0.1369816363, output_fired_time: 0.0000000000, propagate_forward_time: 8.9366893768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5040693283
validation[          , genome  6736] predictions:    9719/  10000 (97.19%), best:    9739/10000 (97.39%), error:       950.47015, best error:       862.70734 on epoch:    27, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 115.4859924316s, input_fired_time: 1.1045120955, output_fired_time: 0.9723217487, propagate_forward_time: 43.9285163879, propagate_backward_time: 66.4540939331, weight_update_time: 0.1670771688, other_time: 3.0265426636
epoch time: 9.4546175003s, input_fired_time: 0.1353858411, output_fired_time: 0.0000000000, propagate_forward_time: 8.8072252274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5120067596
validation[          , genome  6736] predictions:    9675/  10000 (96.75%), best:    9739/10000 (97.39%), error:      1076.10864, best error:       862.70734 on epoch:    27, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 116.5424194336s, input_fired_time: 1.0958679914, output_fired_time: 0.9793431163, propagate_forward_time: 44.4223251343, propagate_backward_time: 67.0382766724, weight_update_time: 0.1602859497, other_time: 3.0066070557
epoch time: 9.8699693680s, input_fired_time: 0.1406014711, output_fired_time: 0.0000000000, propagate_forward_time: 9.1868696213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5424985886
validation[          , genome  6736] predictions:    9691/  10000 (96.91%), best:    9739/10000 (97.39%), error:       969.66925, best error:       862.70734 on epoch:    27, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 115.9168472290s, input_fired_time: 1.0890969038, output_fired_time: 0.9844973087, propagate_forward_time: 44.0883827209, propagate_backward_time: 66.8040542603, weight_update_time: 0.1670567542, other_time: 2.9508132935
epoch time: 9.5417499542s, input_fired_time: 0.1380369514, output_fired_time: 0.0000000000, propagate_forward_time: 8.8985013962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5052118301
validation[          , genome  6736] predictions:    9725/  10000 (97.25%), best:    9739/10000 (97.39%), error:       918.57526, best error:       862.70734 on epoch:    27, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 116.4108657837s, input_fired_time: 1.0942445993, output_fired_time: 0.9785777330, propagate_forward_time: 44.2579536438, propagate_backward_time: 67.0645523071, weight_update_time: 0.1647231877, other_time: 3.0155410767
epoch time: 9.5061655045s, input_fired_time: 0.1384742558, output_fired_time: 0.0000000000, propagate_forward_time: 8.8611183167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5065727234
validation[          , genome  6736] predictions:    9536/  10000 (95.36%), best:    9739/10000 (97.39%), error:      1465.55017, best error:       862.70734 on epoch:    27, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 117.0849685669s, input_fired_time: 1.0820057392, output_fired_time: 0.9969586730, propagate_forward_time: 44.6226463318, propagate_backward_time: 67.3974227905, weight_update_time: 0.1712277681, other_time: 2.9859390259
epoch time: 9.4711828232s, input_fired_time: 0.1344316006, output_fired_time: 0.0000000000, propagate_forward_time: 8.8248462677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5119047165
validation[          , genome  6736] predictions:    9738/  10000 (97.38%), best:    9738/10000 (97.38%), error:       862.33710, best error:       862.33710 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 115.5523147583s, input_fired_time: 1.0972926617, output_fired_time: 0.9798537493, propagate_forward_time: 43.9889717102, propagate_backward_time: 66.4790267944, weight_update_time: 0.1619064212, other_time: 3.0071792603
epoch time: 9.5246009827s, input_fired_time: 0.1376436949, output_fired_time: 0.0000000000, propagate_forward_time: 8.8725719452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5143852234
validation[          , genome  6736] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       835.30432, best error:       835.30432 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 116.0343704224s, input_fired_time: 1.0952663422, output_fired_time: 0.9749178886, propagate_forward_time: 44.2828407288, propagate_backward_time: 66.7052307129, weight_update_time: 0.1606942117, other_time: 2.9761199951
epoch time: 9.4757022858s, input_fired_time: 0.1428874880, output_fired_time: 0.0000000000, propagate_forward_time: 8.8150424957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5177726746
validation[          , genome  6736] predictions:    9724/  10000 (97.24%), best:    9751/10000 (97.51%), error:       911.07147, best error:       835.30432 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 116.1710128784s, input_fired_time: 1.0811079741, output_fired_time: 0.9661120772, propagate_forward_time: 44.2220420837, propagate_backward_time: 66.8873901367, weight_update_time: 0.1592325419, other_time: 3.0143585205
epoch time: 9.6552686691s, input_fired_time: 0.1391227841, output_fired_time: 0.0000000000, propagate_forward_time: 8.9782199860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5379257202
validation[          , genome  6736] predictions:    9734/  10000 (97.34%), best:    9751/10000 (97.51%), error:       866.29584, best error:       835.30432 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 116.9289932251s, input_fired_time: 1.1030045748, output_fired_time: 0.9757325649, propagate_forward_time: 44.5426597595, propagate_backward_time: 67.2607650757, weight_update_time: 0.1722621173, other_time: 3.0468368530
epoch time: 9.4322690964s, input_fired_time: 0.1403828859, output_fired_time: 0.0000000000, propagate_forward_time: 8.7769308090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5149555206
validation[          , genome  6736] predictions:    9684/  10000 (96.84%), best:    9751/10000 (97.51%), error:       991.47986, best error:       835.30432 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 116.5669174194s, input_fired_time: 1.1026400328, output_fired_time: 0.9876025915, propagate_forward_time: 44.4421653748, propagate_backward_time: 67.0705337524, weight_update_time: 0.1600662321, other_time: 2.9639816284
epoch time: 9.6071462631s, input_fired_time: 0.1405115426, output_fired_time: 0.0000000000, propagate_forward_time: 8.9353666306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5312681198
validation[          , genome  6736] predictions:    9714/  10000 (97.14%), best:    9751/10000 (97.51%), error:       968.14520, best error:       835.30432 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 116.3443069458s, input_fired_time: 1.1130369902, output_fired_time: 0.9972023368, propagate_forward_time: 44.2475013733, propagate_backward_time: 66.9465560913, weight_update_time: 0.1602335572, other_time: 3.0400161743
epoch time: 9.4844980240s, input_fired_time: 0.1390707493, output_fired_time: 0.0000000000, propagate_forward_time: 8.8311223984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5143051147
validation[          , genome  6736] predictions:    9709/  10000 (97.09%), best:    9751/10000 (97.51%), error:       951.25842, best error:       835.30432 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 116.6280136108s, input_fired_time: 1.1049031019, output_fired_time: 0.9864931703, propagate_forward_time: 44.3795661926, propagate_backward_time: 67.1673965454, weight_update_time: 0.1717318147, other_time: 2.9896469116
epoch time: 9.5003919601s, input_fired_time: 0.1370998472, output_fired_time: 0.0000000000, propagate_forward_time: 8.8495378494, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5137538910
validation[          , genome  6736] predictions:    9713/  10000 (97.13%), best:    9751/10000 (97.51%), error:       937.68066, best error:       835.30432 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 117.6810684204s, input_fired_time: 1.1099789143, output_fired_time: 1.0130300522, propagate_forward_time: 44.7638092041, propagate_backward_time: 67.8104705811, weight_update_time: 0.1592894197, other_time: 2.9837799072
epoch time: 9.6975450516s, input_fired_time: 0.1391409785, output_fired_time: 0.0000000000, propagate_forward_time: 9.0290946960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5293092728
validation[          , genome  6736] predictions:    9742/  10000 (97.42%), best:    9751/10000 (97.51%), error:       870.95007, best error:       835.30432 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 116.0993576050s, input_fired_time: 1.1038323641, output_fired_time: 0.9896265864, propagate_forward_time: 44.1629791260, propagate_backward_time: 66.8246002197, weight_update_time: 0.1669316739, other_time: 3.0183181763
epoch time: 9.4836750031s, input_fired_time: 0.1407933682, output_fired_time: 0.0000000000, propagate_forward_time: 8.8225984573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5202827454
validation[          , genome  6736] predictions:    9744/  10000 (97.44%), best:    9751/10000 (97.51%), error:       866.49426, best error:       835.30432 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 117.0184020996s, input_fired_time: 1.0842334032, output_fired_time: 0.9956519604, propagate_forward_time: 44.6547927856, propagate_backward_time: 67.3020172119, weight_update_time: 0.1590998620, other_time: 2.9817047119
epoch time: 9.5522823334s, input_fired_time: 0.1420236528, output_fired_time: 0.0000000000, propagate_forward_time: 8.8895006180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5207576752
validation[          , genome  6736] predictions:    9650/  10000 (96.50%), best:    9751/10000 (97.51%), error:      1117.59595, best error:       835.30432 on epoch:    42, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 115.3778457642s, input_fired_time: 1.0979930162, output_fired_time: 0.9763699770, propagate_forward_time: 43.9359588623, propagate_backward_time: 66.4004592896, weight_update_time: 0.1603085846, other_time: 2.9670639038
epoch time: 9.3865318298s, input_fired_time: 0.1395892948, output_fired_time: 0.0000000000, propagate_forward_time: 8.7319421768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5150003433
validation[          , genome  6736] predictions:    9592/  10000 (95.92%), best:    9751/10000 (97.51%), error:      1218.11646, best error:       835.30432 on epoch:    42, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 115.6233291626s, input_fired_time: 1.1119409800, output_fired_time: 0.9755554199, propagate_forward_time: 44.0231857300, propagate_backward_time: 66.4955673218, weight_update_time: 0.1611613929, other_time: 3.0170822144
epoch time: 9.5996360779s, input_fired_time: 0.1371742487, output_fired_time: 0.0000000000, propagate_forward_time: 8.9451007843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5173606873
validation[          , genome  6736] predictions:    9689/  10000 (96.89%), best:    9751/10000 (97.51%), error:       989.04700, best error:       835.30432 on epoch:    42, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 117.4425354004s, input_fired_time: 1.1102854013, output_fired_time: 0.9898911119, propagate_forward_time: 44.6714477539, propagate_backward_time: 67.6190719604, weight_update_time: 0.1661602408, other_time: 3.0518417358
epoch time: 9.7660055161s, input_fired_time: 0.1381958574, output_fired_time: 0.0000000000, propagate_forward_time: 9.0961027145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5317068100
validation[          , genome  6736] predictions:    9741/  10000 (97.41%), best:    9751/10000 (97.51%), error:       879.26373, best error:       835.30432 on epoch:    42, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 116.9382629395s, input_fired_time: 1.0895261765, output_fired_time: 0.9815524817, propagate_forward_time: 44.5949134827, propagate_backward_time: 67.3363342285, weight_update_time: 0.1590130925, other_time: 2.9359436035
epoch time: 9.4415960312s, input_fired_time: 0.1384353787, output_fired_time: 0.0000000000, propagate_forward_time: 8.8043375015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4988231659
validation[          , genome  6736] predictions:    9643/  10000 (96.43%), best:    9751/10000 (97.51%), error:      1102.78894, best error:       835.30432 on epoch:    42, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 115.8136444092s, input_fired_time: 1.1001714468, output_fired_time: 0.9731356502, propagate_forward_time: 44.0887260437, propagate_backward_time: 66.6358718872, weight_update_time: 0.1691228300, other_time: 3.0157394409
epoch time: 9.5446243286s, input_fired_time: 0.1424262822, output_fired_time: 0.0000000000, propagate_forward_time: 8.8948831558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5073146820
validation[          , genome  6736] predictions:    9761/  10000 (97.61%), best:    9751/10000 (97.51%), error:       838.58868, best error:       835.30432 on epoch:    42, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 115.7412490845s, input_fired_time: 1.1138343811, output_fired_time: 0.9768106341, propagate_forward_time: 44.0170478821, propagate_backward_time: 66.6201248169, weight_update_time: 0.1629878730, other_time: 3.0134201050
epoch time: 9.4604721069s, input_fired_time: 0.1400851905, output_fired_time: 0.0000000000, propagate_forward_time: 8.8078317642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5125551224
validation[          , genome  6736] predictions:    9733/  10000 (97.33%), best:    9751/10000 (97.51%), error:       915.43793, best error:       835.30432 on epoch:    42, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 116.7020797729s, input_fired_time: 1.1180709600, output_fired_time: 0.9890912771, propagate_forward_time: 44.2924995422, propagate_backward_time: 67.3049240112, weight_update_time: 0.1609963328, other_time: 2.9974899292
epoch time: 9.5011816025s, input_fired_time: 0.1431791633, output_fired_time: 0.0000000000, propagate_forward_time: 8.8470315933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5109710693
validation[          , genome  6736] predictions:    9753/  10000 (97.53%), best:    9751/10000 (97.51%), error:       841.67474, best error:       835.30432 on epoch:    42, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 116.8023376465s, input_fired_time: 1.1096450090, output_fired_time: 0.9756627679, propagate_forward_time: 44.4645118713, propagate_backward_time: 67.2481460571, weight_update_time: 0.1603270769, other_time: 3.0043716431
epoch time: 9.5553636551s, input_fired_time: 0.1388528198, output_fired_time: 0.0000000000, propagate_forward_time: 8.9010457993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5154647827
validation[          , genome  6736] predictions:    9739/  10000 (97.39%), best:    9751/10000 (97.51%), error:       888.56696, best error:       835.30432 on epoch:    42, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 116.2416381836s, input_fired_time: 1.1047402620, output_fired_time: 0.9688039422, propagate_forward_time: 44.2613945007, propagate_backward_time: 66.9112548828, weight_update_time: 0.1607070118, other_time: 2.9954376221
epoch time: 10.0713977814s, input_fired_time: 0.1430764794, output_fired_time: 0.0000000000, propagate_forward_time: 9.3578929901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5704278946
validation[          , genome  6736] predictions:    9706/  10000 (97.06%), best:    9751/10000 (97.51%), error:       992.41040, best error:       835.30432 on epoch:    42, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 116.6422042847s, input_fired_time: 1.1032302380, output_fired_time: 0.9709839225, propagate_forward_time: 44.5270423889, propagate_backward_time: 67.0871200562, weight_update_time: 0.1592178345, other_time: 2.9538192749
epoch time: 9.6319885254s, input_fired_time: 0.1442241818, output_fired_time: 0.0000000000, propagate_forward_time: 8.9617099762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5260543823
validation[          , genome  6736] predictions:    9687/  10000 (96.87%), best:    9751/10000 (97.51%), error:      1068.17029, best error:       835.30432 on epoch:    42, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 116.7755203247s, input_fired_time: 1.1155316830, output_fired_time: 0.9853349924, propagate_forward_time: 44.5226516724, propagate_backward_time: 67.2531356812, weight_update_time: 0.1637943834, other_time: 2.8988647461
epoch time: 9.5974540710s, input_fired_time: 0.1385985017, output_fired_time: 0.0000000000, propagate_forward_time: 8.9352216721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5236339569
validation[          , genome  6736] predictions:    9744/  10000 (97.44%), best:    9744/10000 (97.44%), error:       828.70770, best error:       828.70770 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 115.5143737793s, input_fired_time: 1.1081869602, output_fired_time: 0.9779755473, propagate_forward_time: 43.9789886475, propagate_backward_time: 66.4422912598, weight_update_time: 0.1673844010, other_time: 3.0069351196
epoch time: 9.6844673157s, input_fired_time: 0.1413559020, output_fired_time: 0.0000000000, propagate_forward_time: 9.0232267380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5198850632
validation[          , genome  6736] predictions:    9688/  10000 (96.88%), best:    9744/10000 (97.44%), error:      1013.94836, best error:       828.70770 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 117.0288848877s, input_fired_time: 1.1059439182, output_fired_time: 0.9875676632, propagate_forward_time: 44.5249519348, propagate_backward_time: 67.3437728882, weight_update_time: 0.1615590006, other_time: 3.0666580200
epoch time: 9.4592237473s, input_fired_time: 0.1438409686, output_fired_time: 0.0000000000, propagate_forward_time: 8.7974472046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5179357529
validation[          , genome  6736] predictions:    9735/  10000 (97.35%), best:    9744/10000 (97.44%), error:       844.36383, best error:       828.70770 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 116.2062530518s, input_fired_time: 1.0960146189, output_fired_time: 0.9731588364, propagate_forward_time: 44.2130088806, propagate_backward_time: 66.9372863770, weight_update_time: 0.1596549302, other_time: 2.9867858887
epoch time: 9.7420463562s, input_fired_time: 0.1487556696, output_fired_time: 0.0000000000, propagate_forward_time: 9.0743808746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5189094543
validation[          , genome  6736] predictions:    9742/  10000 (97.42%), best:    9744/10000 (97.44%), error:       852.46906, best error:       828.70770 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 117.2140960693s, input_fired_time: 1.1298586130, output_fired_time: 0.9734231234, propagate_forward_time: 44.6283645630, propagate_backward_time: 67.4521942139, weight_update_time: 0.1657804400, other_time: 3.0302505493
epoch time: 9.3732585907s, input_fired_time: 0.1425454766, output_fired_time: 0.0000000000, propagate_forward_time: 8.7174263000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5132865906
validation[          , genome  6736] predictions:    9581/  10000 (95.81%), best:    9744/10000 (97.44%), error:      1385.77649, best error:       828.70770 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 115.7193450928s, input_fired_time: 1.0837185383, output_fired_time: 0.9745221138, propagate_forward_time: 44.0520820618, propagate_backward_time: 66.6414794922, weight_update_time: 0.1599022448, other_time: 2.9675445557
epoch time: 9.4616765976s, input_fired_time: 0.1407292783, output_fired_time: 0.0000000000, propagate_forward_time: 8.8050661087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5158815384
validation[          , genome  6736] predictions:    9757/  10000 (97.57%), best:    9744/10000 (97.44%), error:       833.02094, best error:       828.70770 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 117.6120986938s, input_fired_time: 1.1260071993, output_fired_time: 0.9920037389, propagate_forward_time: 44.7501449585, propagate_backward_time: 67.7529602051, weight_update_time: 0.1591463834, other_time: 2.9909820557
epoch time: 9.4641408920s, input_fired_time: 0.1410448700, output_fired_time: 0.0000000000, propagate_forward_time: 8.8048372269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5182590485
validation[          , genome  6736] predictions:    9702/  10000 (97.02%), best:    9744/10000 (97.44%), error:       945.62042, best error:       828.70770 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 115.7764053345s, input_fired_time: 1.1030622721, output_fired_time: 0.9676305056, propagate_forward_time: 44.0553665161, propagate_backward_time: 66.7001342773, weight_update_time: 0.1595741659, other_time: 2.9502105713
epoch time: 9.5494213104s, input_fired_time: 0.1457011998, output_fired_time: 0.0000000000, propagate_forward_time: 8.8862981796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5174217224
validation[          , genome  6736] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       792.28931, best error:       792.28931 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 115.9429016113s, input_fired_time: 1.1222262383, output_fired_time: 0.9674856663, propagate_forward_time: 44.0984802246, propagate_backward_time: 66.7541198730, weight_update_time: 0.1607896835, other_time: 3.0005950928
epoch time: 9.6050052643s, input_fired_time: 0.1440701038, output_fired_time: 0.0000000000, propagate_forward_time: 8.9383296967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5226058960
validation[          , genome  6736] predictions:    9722/  10000 (97.22%), best:    9767/10000 (97.67%), error:       904.89520, best error:       792.28931 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 116.1497268677s, input_fired_time: 1.0850267410, output_fired_time: 0.9701402783, propagate_forward_time: 44.2530822754, propagate_backward_time: 66.9041748047, weight_update_time: 0.1632076651, other_time: 2.9373016357
epoch time: 9.6258897781s, input_fired_time: 0.1476622820, output_fired_time: 0.0000000000, propagate_forward_time: 8.9585323334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5196952820
validation[          , genome  6736] predictions:    9740/  10000 (97.40%), best:    9767/10000 (97.67%), error:       834.67181, best error:       792.28931 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 116.2624053955s, input_fired_time: 1.0918676853, output_fired_time: 0.9777718782, propagate_forward_time: 44.3106384277, propagate_backward_time: 66.9520263672, weight_update_time: 0.1601642519, other_time: 2.9300994873
epoch time: 9.4357929230s, input_fired_time: 0.1403889656, output_fired_time: 0.0000000000, propagate_forward_time: 8.7871475220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5082569122
validation[          , genome  6736] predictions:    9746/  10000 (97.46%), best:    9767/10000 (97.67%), error:       821.17957, best error:       792.28931 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 118.4113311768s, input_fired_time: 1.1140558720, output_fired_time: 0.9884134531, propagate_forward_time: 45.0882072449, propagate_backward_time: 68.2481079102, weight_update_time: 0.1596211791, other_time: 2.9725494385
epoch time: 9.6144008636s, input_fired_time: 0.1449131668, output_fired_time: 0.0000000000, propagate_forward_time: 8.9281444550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5413436890
validation[          , genome  6736] predictions:    9674/  10000 (96.74%), best:    9767/10000 (97.67%), error:      1080.16345, best error:       792.28931 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 117.2398300171s, input_fired_time: 1.1095874310, output_fired_time: 0.9881884456, propagate_forward_time: 44.7170753479, propagate_backward_time: 67.4450225830, weight_update_time: 0.1683382541, other_time: 2.9799499512
epoch time: 9.6060657501s, input_fired_time: 0.1460921913, output_fired_time: 0.0000000000, propagate_forward_time: 8.9473724365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5126008987
validation[          , genome  6736] predictions:    9733/  10000 (97.33%), best:    9767/10000 (97.67%), error:       870.18921, best error:       792.28931 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 115.5632247925s, input_fired_time: 1.1111663580, output_fired_time: 0.9695867896, propagate_forward_time: 44.0253982544, propagate_backward_time: 66.4677352905, weight_update_time: 0.1621721685, other_time: 2.9893341064
epoch time: 9.4945135117s, input_fired_time: 0.1405238807, output_fired_time: 0.0000000000, propagate_forward_time: 8.8405952454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5133943558
validation[          , genome  6736] predictions:    9750/  10000 (97.50%), best:    9767/10000 (97.67%), error:       802.91229, best error:       792.28931 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 115.8445205688s, input_fired_time: 1.1057330370, output_fired_time: 0.9735098481, propagate_forward_time: 44.0776367188, propagate_backward_time: 66.7085342407, weight_update_time: 0.1604290754, other_time: 2.9791030884
epoch time: 9.4258804321s, input_fired_time: 0.1393456608, output_fired_time: 0.0000000000, propagate_forward_time: 8.7768907547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5096435547
validation[          , genome  6736] predictions:    9707/  10000 (97.07%), best:    9767/10000 (97.67%), error:       920.06091, best error:       792.28931 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 116.2875137329s, input_fired_time: 1.1268186569, output_fired_time: 0.9741659164, propagate_forward_time: 44.1941833496, propagate_backward_time: 66.9638290405, weight_update_time: 0.1637259424, other_time: 3.0285186768
epoch time: 9.5625009537s, input_fired_time: 0.1451726854, output_fired_time: 0.0000000000, propagate_forward_time: 8.8916110992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5257167816
validation[          , genome  6736] predictions:    9679/  10000 (96.79%), best:    9767/10000 (97.67%), error:      1043.58472, best error:       792.28931 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 117.3785629272s, input_fired_time: 1.1327172518, output_fired_time: 0.9744541645, propagate_forward_time: 44.6888885498, propagate_backward_time: 67.5228958130, weight_update_time: 0.1604180783, other_time: 3.0596008301
epoch time: 9.5904388428s, input_fired_time: 0.1407528520, output_fired_time: 0.0000000000, propagate_forward_time: 8.9411544800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5085315704
validation[          , genome  6736] predictions:    9730/  10000 (97.30%), best:    9767/10000 (97.67%), error:       873.12219, best error:       792.28931 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 116.7729415894s, input_fired_time: 1.1129583120, output_fired_time: 0.9810805917, propagate_forward_time: 44.4508399963, propagate_backward_time: 67.2171936035, weight_update_time: 0.1604700238, other_time: 3.0108642578
epoch time: 9.7396097183s, input_fired_time: 0.1435967982, output_fired_time: 0.0000000000, propagate_forward_time: 9.0651445389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5308685303
validation[          , genome  6736] predictions:    9695/  10000 (96.95%), best:    9767/10000 (97.67%), error:       988.70709, best error:       792.28931 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 116.6624526978s, input_fired_time: 1.1077020168, output_fired_time: 0.9894839525, propagate_forward_time: 44.3808212280, propagate_backward_time: 67.1856994629, weight_update_time: 0.1702622473, other_time: 2.9987411499
epoch time: 9.4387378693s, input_fired_time: 0.1486446857, output_fired_time: 0.0000000000, propagate_forward_time: 8.7889213562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5011720657
validation[          , genome  6736] predictions:    9658/  10000 (96.58%), best:    9767/10000 (97.67%), error:      1109.57483, best error:       792.28931 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 116.4218597412s, input_fired_time: 1.0946177244, output_fired_time: 0.9794288278, propagate_forward_time: 44.2941360474, propagate_backward_time: 67.1306686401, weight_update_time: 0.1615959704, other_time: 2.9230041504
epoch time: 9.6864299774s, input_fired_time: 0.1475051790, output_fired_time: 0.0000000000, propagate_forward_time: 9.0137491226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5251760483
validation[          , genome  6736] predictions:    9702/  10000 (97.02%), best:    9767/10000 (97.67%), error:       955.29901, best error:       792.28931 on epoch:    69, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 115.5644073486s, input_fired_time: 1.1058416367, output_fired_time: 0.9684007168, propagate_forward_time: 44.0299835205, propagate_backward_time: 66.4941787720, weight_update_time: 0.1601870805, other_time: 2.9660034180
epoch time: 9.6600694656s, input_fired_time: 0.1432141513, output_fired_time: 0.0000000000, propagate_forward_time: 8.9585247040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5583305359
validation[          , genome  6736] predictions:    9718/  10000 (97.18%), best:    9767/10000 (97.67%), error:       909.82404, best error:       792.28931 on epoch:    69, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 116.5862579346s, input_fired_time: 1.1210800409, output_fired_time: 0.9913132787, propagate_forward_time: 44.3451690674, propagate_backward_time: 67.1426315308, weight_update_time: 0.1602437496, other_time: 2.9860687256
epoch time: 9.4582366943s, input_fired_time: 0.1406781971, output_fired_time: 0.0000000000, propagate_forward_time: 8.8133172989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5042409897
validation[          , genome  6736] predictions:    9726/  10000 (97.26%), best:    9767/10000 (97.67%), error:       883.29297, best error:       792.28931 on epoch:    69, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 116.3982620239s, input_fired_time: 1.1036775112, output_fired_time: 0.9881214499, propagate_forward_time: 44.3102073669, propagate_backward_time: 67.0304489136, weight_update_time: 0.1603105366, other_time: 2.9658126831
epoch time: 9.4655103683s, input_fired_time: 0.1457782835, output_fired_time: 0.0000000000, propagate_forward_time: 8.8072986603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5124330521
validation[          , genome  6736] predictions:    9751/  10000 (97.51%), best:    9767/10000 (97.67%), error:       858.41180, best error:       792.28931 on epoch:    69, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 115.6187438965s, input_fired_time: 1.0972559452, output_fired_time: 0.9687278271, propagate_forward_time: 44.0312500000, propagate_backward_time: 66.6388702393, weight_update_time: 0.1565480232, other_time: 2.8826370239
epoch time: 9.4276428223s, input_fired_time: 0.1396401525, output_fired_time: 0.0000000000, propagate_forward_time: 8.7839937210, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5040092468
validation[          , genome  6736] predictions:    9738/  10000 (97.38%), best:    9767/10000 (97.67%), error:       879.69128, best error:       792.28931 on epoch:    69, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 116.3652038574s, input_fired_time: 1.1058435440, output_fired_time: 0.9839090705, propagate_forward_time: 44.3228340149, propagate_backward_time: 67.0113372803, weight_update_time: 0.1582574099, other_time: 2.9412841797
epoch time: 9.6428623199s, input_fired_time: 0.1392017752, output_fired_time: 0.0000000000, propagate_forward_time: 8.9773921967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5262680054
validation[          , genome  6736] predictions:    9702/  10000 (97.02%), best:    9767/10000 (97.67%), error:       976.18817, best error:       792.28931 on epoch:    69, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 116.8093109131s, input_fired_time: 1.1010495424, output_fired_time: 0.9727793932, propagate_forward_time: 44.4378166199, propagate_backward_time: 67.3186798096, weight_update_time: 0.1677070260, other_time: 2.9789886475
epoch time: 9.4010028839s, input_fired_time: 0.1441628933, output_fired_time: 0.0000000000, propagate_forward_time: 8.7414731979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5153665543
validation[          , genome  6736] predictions:    9737/  10000 (97.37%), best:    9767/10000 (97.67%), error:       905.00812, best error:       792.28931 on epoch:    69, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 116.4028091431s, input_fired_time: 1.1032403708, output_fired_time: 0.9848020673, propagate_forward_time: 44.3452148438, propagate_backward_time: 67.0199966431, weight_update_time: 0.1584402472, other_time: 2.9495544434
epoch time: 9.4963684082s, input_fired_time: 0.1492379159, output_fired_time: 0.0000000000, propagate_forward_time: 8.8334541321, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5136766434
validation[          , genome  6736] predictions:    9743/  10000 (97.43%), best:    9767/10000 (97.67%), error:       846.50958, best error:       792.28931 on epoch:    69, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 115.9248886108s, input_fired_time: 1.1088680029, output_fired_time: 0.9813058376, propagate_forward_time: 44.1032524109, propagate_backward_time: 66.7666473389, weight_update_time: 0.1595088542, other_time: 2.9648132324
epoch time: 9.3691101074s, input_fired_time: 0.1438249797, output_fired_time: 0.0000000000, propagate_forward_time: 8.7128982544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5123872757
validation[          , genome  6736] predictions:    9713/  10000 (97.13%), best:    9767/10000 (97.67%), error:       901.32324, best error:       792.28931 on epoch:    69, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 115.7510452271s, input_fired_time: 1.1114339828, output_fired_time: 0.9789819121, propagate_forward_time: 44.0452575684, propagate_backward_time: 66.6640777588, weight_update_time: 0.1590221226, other_time: 2.9512939453
epoch time: 9.4528522491s, input_fired_time: 0.1454391629, output_fired_time: 0.0000000000, propagate_forward_time: 8.7903079987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5171051025
validation[          , genome  6736] predictions:    9719/  10000 (97.19%), best:    9767/10000 (97.67%), error:       924.38354, best error:       792.28931 on epoch:    69, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 115.7597274780s, input_fired_time: 1.1166172028, output_fired_time: 0.9783456326, propagate_forward_time: 44.0576438904, propagate_backward_time: 66.6239547729, weight_update_time: 0.1665849686, other_time: 2.9831619263
epoch time: 9.4543943405s, input_fired_time: 0.1447723955, output_fired_time: 0.0000000000, propagate_forward_time: 8.7928705215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5167512894
validation[          , genome  6736] predictions:    9721/  10000 (97.21%), best:    9767/10000 (97.67%), error:       856.31244, best error:       792.28931 on epoch:    69, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 118.1488418579s, input_fired_time: 1.1269272566, output_fired_time: 0.9899094105, propagate_forward_time: 44.9378013611, propagate_backward_time: 68.0538558960, weight_update_time: 0.1710595340, other_time: 3.0403518677
epoch time: 9.2884168625s, input_fired_time: 0.1392319798, output_fired_time: 0.0000000000, propagate_forward_time: 8.6509151459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4982700348
validation[          , genome  6736] predictions:    9747/  10000 (97.47%), best:    9767/10000 (97.67%), error:       830.35809, best error:       792.28931 on epoch:    69, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 116.4810256958s, input_fired_time: 1.0971390009, output_fired_time: 0.9828623533, propagate_forward_time: 44.4750328064, propagate_backward_time: 67.0109786987, weight_update_time: 0.1590971202, other_time: 2.9150161743
epoch time: 9.4001426697s, input_fired_time: 0.1447290182, output_fired_time: 0.0000000000, propagate_forward_time: 8.7305974960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5248165131
validation[          , genome  6736] predictions:    9751/  10000 (97.51%), best:    9767/10000 (97.67%), error:       842.23962, best error:       792.28931 on epoch:    69, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 116.9881134033s, input_fired_time: 1.1336097717, output_fired_time: 0.9941208959, propagate_forward_time: 44.4876441956, propagate_backward_time: 67.3208770752, weight_update_time: 0.1717524081, other_time: 3.0518646240
epoch time: 9.4604902267s, input_fired_time: 0.1419954896, output_fired_time: 0.0000000000, propagate_forward_time: 8.8083276749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5101671219
validation[          , genome  6736] predictions:    9706/  10000 (97.06%), best:    9767/10000 (97.67%), error:       936.01190, best error:       792.28931 on epoch:    69, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 115.5881576538s, input_fired_time: 1.1137415171, output_fired_time: 0.9819732904, propagate_forward_time: 43.8891220093, propagate_backward_time: 66.5834808350, weight_update_time: 0.1593527347, other_time: 3.0198440552
epoch time: 9.4243183136s, input_fired_time: 0.1426451653, output_fired_time: 0.0000000000, propagate_forward_time: 8.7669372559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5147361755
validation[          , genome  6736] predictions:    9726/  10000 (97.26%), best:    9767/10000 (97.67%), error:       877.38397, best error:       792.28931 on epoch:    69, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 115.9466171265s, input_fired_time: 1.1242809296, output_fired_time: 0.9715079069, propagate_forward_time: 44.1864013672, propagate_backward_time: 66.6632919312, weight_update_time: 0.1612663418, other_time: 3.0011367798
epoch time: 9.6697063446s, input_fired_time: 0.1494730711, output_fired_time: 0.0000000000, propagate_forward_time: 9.0028705597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5173625946
validation[          , genome  6736] predictions:    9707/  10000 (97.07%), best:    9767/10000 (97.67%), error:       930.56982, best error:       792.28931 on epoch:    69, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 117.6908416748s, input_fired_time: 1.1463518143, output_fired_time: 0.9884668589, propagate_forward_time: 44.8959236145, propagate_backward_time: 67.6245651245, weight_update_time: 0.1600288600, other_time: 3.0355300903
epoch time: 9.6874618530s, input_fired_time: 0.1491558701, output_fired_time: 0.0000000000, propagate_forward_time: 9.0263662338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5119400024
validation[          , genome  6736] predictions:    9734/  10000 (97.34%), best:    9767/10000 (97.67%), error:       888.84747, best error:       792.28931 on epoch:    69, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 116.3031005859s, input_fired_time: 1.1306400299, output_fired_time: 0.9784218073, propagate_forward_time: 44.2916870117, propagate_backward_time: 66.9718704224, weight_update_time: 0.1572355777, other_time: 2.9304809570
epoch time: 9.5575656891s, input_fired_time: 0.1481861472, output_fired_time: 0.0000000000, propagate_forward_time: 8.8932847977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5160951614
validation[          , genome  6736] predictions:    9649/  10000 (96.49%), best:    9767/10000 (97.67%), error:      1140.02295, best error:       792.28931 on epoch:    69, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 116.1790466309s, input_fired_time: 1.1324257851, output_fired_time: 0.9772180915, propagate_forward_time: 44.1843261719, propagate_backward_time: 66.8802642822, weight_update_time: 0.1618532836, other_time: 3.0048141479
epoch time: 9.6457595825s, input_fired_time: 0.1450878829, output_fired_time: 0.0000000000, propagate_forward_time: 8.9893426895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5113286972
validation[          , genome  6736] predictions:    9680/  10000 (96.80%), best:    9767/10000 (97.67%), error:       994.96112, best error:       792.28931 on epoch:    69, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 117.0338287354s, input_fired_time: 1.1189162731, output_fired_time: 0.9841223955, propagate_forward_time: 44.4783134460, propagate_backward_time: 67.4816665649, weight_update_time: 0.1662314087, other_time: 2.9708023071
epoch time: 9.6001377106s, input_fired_time: 0.1429888159, output_fired_time: 0.0000000000, propagate_forward_time: 8.9406518936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5164966583
validation[          , genome  6736] predictions:    9728/  10000 (97.28%), best:    9767/10000 (97.67%), error:       888.08795, best error:       792.28931 on epoch:    69, 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: 47.6639099121s, input_fired_time: 0.7093179822, output_fired_time: 0.0000000000, propagate_forward_time: 44.2648773193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6897163391
best training[          , genome  6736] predictions:   49570/  50000 (99.14%), best:    9767/10000 (97.67%), error:      1665.68713, best error:       792.28931 on epoch:    69, 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: 9.8141555786s, input_fired_time: 0.1509449780, output_fired_time: 0.0000000000, propagate_forward_time: 9.1267509460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5364599228
   testing[          , genome  6736] predictions:    9773/  10000 (97.73%), best:    9767/10000 (97.67%), error:       751.53589, best error:       792.28931 on epoch:    69, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
20:15:44 (36): called boinc_finish(0)

</stderr_txt>
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