Nameexact_genome_1509103842_23_17206_1
Workunit2276397
Created28 Oct 2017, 16:43:18 UTC
Sent28 Oct 2017, 17:00:35 UTC
Report deadline24 Dec 2017, 12:24:12 UTC
Received3 Nov 2017, 4:21:39 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time1 days 7 hours 54 min 17 sec
CPU time1 days 7 hours 48 min 56 sec
Validate stateInitial
Credit0.00
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size180.59 MB
Peak swap size179.24 MB
Peak disk usage6.88 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
ime: 0.0000000000, propagate_forward_time: 76.7004776001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2193145752
validation[          , genome 17206] predictions:    9847/  10000 (98.47%), best:    9858/10000 (98.58%), error:       497.38293, best error:       448.37015 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 1030.8356933594s, input_fired_time: 13.0410814285, output_fired_time: 13.4869136810, propagate_forward_time: 386.0158691406, propagate_backward_time: 605.8935546875, weight_update_time: 1.0442872047, other_time: 12.3982543945
epoch time: 79.6665420532s, input_fired_time: 1.5836042166, output_fired_time: 0.0000000000, propagate_forward_time: 75.8814392090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2014999390
validation[          , genome 17206] predictions:    9835/  10000 (98.35%), best:    9858/10000 (98.58%), error:       514.54266, best error:       448.37015 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 1031.6488037109s, input_fired_time: 13.0490770340, output_fired_time: 13.5111827850, propagate_forward_time: 386.3744506836, propagate_backward_time: 606.2767944336, weight_update_time: 1.0526052713, other_time: 12.4373168945
epoch time: 80.6576080322s, input_fired_time: 1.6118018627, output_fired_time: 0.0000000000, propagate_forward_time: 76.8300018311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2158050537
validation[          , genome 17206] predictions:    9865/  10000 (98.65%), best:    9865/10000 (98.65%), error:       429.11905, best error:       429.11905 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 1033.4396972656s, input_fired_time: 13.0476093292, output_fired_time: 13.5294809341, propagate_forward_time: 386.7605590820, propagate_backward_time: 607.7026977539, weight_update_time: 1.0536354780, other_time: 12.3993530273
epoch time: 81.0983657837s, input_fired_time: 1.6149975061, output_fired_time: 0.0000000000, propagate_forward_time: 77.2949218750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1884460449
validation[          , genome 17206] predictions:    9850/  10000 (98.50%), best:    9865/10000 (98.65%), error:       475.16998, best error:       429.11905 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 1031.1008300781s, input_fired_time: 13.0786342621, output_fired_time: 13.5058307648, propagate_forward_time: 386.0229187012, propagate_backward_time: 606.0590209961, weight_update_time: 1.0536797047, other_time: 12.4343872070
epoch time: 80.2909774780s, input_fired_time: 1.6077092886, output_fired_time: 0.0000000000, propagate_forward_time: 76.4884948730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1947708130
validation[          , genome 17206] predictions:    9859/  10000 (98.59%), best:    9865/10000 (98.65%), error:       437.61212, best error:       429.11905 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 1031.7473144531s, input_fired_time: 13.0609731674, output_fired_time: 13.5143613815, propagate_forward_time: 386.8444213867, propagate_backward_time: 605.8801269531, weight_update_time: 1.0544385910, other_time: 12.4474487305
epoch time: 80.3804473877s, input_fired_time: 1.6213458776, output_fired_time: 0.0000000000, propagate_forward_time: 76.5474548340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2116470337
validation[          , genome 17206] predictions:    9794/  10000 (97.94%), best:    9865/10000 (98.65%), error:       639.00586, best error:       429.11905 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 1029.6746826172s, input_fired_time: 13.0398426056, output_fired_time: 13.4413394928, propagate_forward_time: 385.7629699707, propagate_backward_time: 605.0619506836, weight_update_time: 1.0566833019, other_time: 12.3685913086
epoch time: 80.3195114136s, input_fired_time: 1.6113027334, output_fired_time: 0.0000000000, propagate_forward_time: 76.4845275879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2236785889
validation[          , genome 17206] predictions:    9829/  10000 (98.29%), best:    9865/10000 (98.65%), error:       543.97357, best error:       429.11905 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 1030.3726806641s, input_fired_time: 13.0587730408, output_fired_time: 13.4984273911, propagate_forward_time: 386.1657409668, propagate_backward_time: 605.2561035156, weight_update_time: 1.0511834621, other_time: 12.3936767578
epoch time: 80.9690170288s, input_fired_time: 1.6200771332, output_fired_time: 0.0000000000, propagate_forward_time: 77.1303482056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2185897827
validation[          , genome 17206] predictions:    9860/  10000 (98.60%), best:    9865/10000 (98.65%), error:       484.45242, best error:       429.11905 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 1031.2416992188s, input_fired_time: 13.0874252319, output_fired_time: 13.5514326096, propagate_forward_time: 386.3408813477, propagate_backward_time: 605.8596191406, weight_update_time: 1.0462497473, other_time: 12.4023437500
epoch time: 81.8743972778s, input_fired_time: 1.6320390701, output_fired_time: 0.0000000000, propagate_forward_time: 78.0099563599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2323989868
validation[          , genome 17206] predictions:    9836/  10000 (98.36%), best:    9865/10000 (98.65%), error:       514.28705, best error:       429.11905 on epoch:    17, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 1033.3470458984s, input_fired_time: 13.0850830078, output_fired_time: 13.4596881866, propagate_forward_time: 387.0732116699, propagate_backward_time: 607.2726440430, weight_update_time: 1.0615777969, other_time: 12.4563598633
epoch time: 82.0264663696s, input_fired_time: 1.6195805073, output_fired_time: 0.0000000000, propagate_forward_time: 78.1905059814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2163772583
validation[          , genome 17206] predictions:    9828/  10000 (98.28%), best:    9865/10000 (98.65%), error:       519.86426, best error:       429.11905 on epoch:    17, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 1031.4235839844s, input_fired_time: 13.0776071548, output_fired_time: 13.5174942017, propagate_forward_time: 385.8520812988, propagate_backward_time: 606.5480957031, weight_update_time: 1.0563790798, other_time: 12.4282226563
epoch time: 81.3216629028s, input_fired_time: 1.6217336655, output_fired_time: 0.0000000000, propagate_forward_time: 77.4910888672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2088394165
validation[          , genome 17206] predictions:    9810/  10000 (98.10%), best:    9865/10000 (98.65%), error:       552.67133, best error:       429.11905 on epoch:    17, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 1030.4211425781s, input_fired_time: 13.0876617432, output_fired_time: 13.4482841492, propagate_forward_time: 386.4931335449, propagate_backward_time: 604.9880981445, weight_update_time: 1.0483849049, other_time: 12.4039916992
epoch time: 80.2160339355s, input_fired_time: 1.6074936390, output_fired_time: 0.0000000000, propagate_forward_time: 76.3980636597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2104797363
validation[          , genome 17206] predictions:    9887/  10000 (98.87%), best:    9887/10000 (98.87%), error:       369.96487, best error:       369.96487 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 1030.1783447266s, input_fired_time: 13.0631256104, output_fired_time: 13.4556913376, propagate_forward_time: 385.2962036133, propagate_backward_time: 605.9547119141, weight_update_time: 1.0518934727, other_time: 12.4086303711
epoch time: 80.7378311157s, input_fired_time: 1.6149365902, output_fired_time: 0.0000000000, propagate_forward_time: 76.9186859131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2042083740
validation[          , genome 17206] predictions:    9863/  10000 (98.63%), best:    9887/10000 (98.87%), error:       445.97668, best error:       369.96487 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 1030.2310791016s, input_fired_time: 13.0733871460, output_fired_time: 13.4731454849, propagate_forward_time: 386.2445983887, propagate_backward_time: 605.0295410156, weight_update_time: 1.0527548790, other_time: 12.4104003906
epoch time: 81.1576004028s, input_fired_time: 1.6367547512, output_fired_time: 0.0000000000, propagate_forward_time: 77.2905960083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2302474976
validation[          , genome 17206] predictions:    9885/  10000 (98.85%), best:    9885/10000 (98.85%), error:       359.69330, best error:       359.69330 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 1029.5651855469s, input_fired_time: 13.0739555359, output_fired_time: 13.4733953476, propagate_forward_time: 385.7942199707, propagate_backward_time: 604.8550415039, weight_update_time: 1.0485060215, other_time: 12.3685913086
epoch time: 80.8932342529s, input_fired_time: 1.6194030046, output_fired_time: 0.0000000000, propagate_forward_time: 77.0912933350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1825408936
validation[          , genome 17206] predictions:    9852/  10000 (98.52%), best:    9885/10000 (98.85%), error:       477.74313, best error:       359.69330 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 1031.0180664063s, input_fired_time: 13.0795335770, output_fired_time: 13.4852485657, propagate_forward_time: 386.6402587891, propagate_backward_time: 605.4406127930, weight_update_time: 1.0436201096, other_time: 12.3724365234
epoch time: 80.6962585449s, input_fired_time: 1.6235709190, output_fired_time: 0.0000000000, propagate_forward_time: 76.8703689575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2023162842
validation[          , genome 17206] predictions:    9847/  10000 (98.47%), best:    9885/10000 (98.85%), error:       486.87106, best error:       359.69330 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 1030.2930908203s, input_fired_time: 13.0868701935, output_fired_time: 13.4458713531, propagate_forward_time: 385.5490417480, propagate_backward_time: 605.8958740234, weight_update_time: 1.0436341763, other_time: 12.3154296875
epoch time: 81.0369033813s, input_fired_time: 1.6188348532, output_fired_time: 0.0000000000, propagate_forward_time: 77.1879501343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2301177979
validation[          , genome 17206] predictions:    9862/  10000 (98.62%), best:    9885/10000 (98.85%), error:       426.31433, best error:       359.69330 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 1030.4694824219s, input_fired_time: 13.0760965347, output_fired_time: 13.4821195602, propagate_forward_time: 385.7878723145, propagate_backward_time: 605.7976074219, weight_update_time: 1.0518046618, other_time: 12.3258056641
epoch time: 81.3249053955s, input_fired_time: 1.6181374788, output_fired_time: 0.0000000000, propagate_forward_time: 77.5154876709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1912765503
validation[          , genome 17206] predictions:    9871/  10000 (98.71%), best:    9885/10000 (98.85%), error:       401.82364, best error:       359.69330 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 1030.5133056641s, input_fired_time: 13.0777635574, output_fired_time: 13.4670352936, propagate_forward_time: 385.3405151367, propagate_backward_time: 606.2904052734, weight_update_time: 1.0504413843, other_time: 12.3375854492
epoch time: 80.6745681763s, input_fired_time: 1.6239845753, output_fired_time: 0.0000000000, propagate_forward_time: 76.8417434692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2088394165
validation[          , genome 17206] predictions:    9857/  10000 (98.57%), best:    9885/10000 (98.85%), error:       429.27914, best error:       359.69330 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 1032.3525390625s, input_fired_time: 13.1590862274, output_fired_time: 13.4892587662, propagate_forward_time: 387.2571411133, propagate_backward_time: 606.0786132813, weight_update_time: 1.0515050888, other_time: 12.3684692383
epoch time: 81.5481491089s, input_fired_time: 1.6341444254, output_fired_time: 0.0000000000, propagate_forward_time: 77.6706695557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2433319092
validation[          , genome 17206] predictions:    9884/  10000 (98.84%), best:    9885/10000 (98.85%), error:       387.20477, best error:       359.69330 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 1030.7283935547s, input_fired_time: 13.1101322174, output_fired_time: 13.4462404251, propagate_forward_time: 385.7920532227, propagate_backward_time: 606.0016479492, weight_update_time: 1.0495549440, other_time: 12.3783569336
epoch time: 81.1684265137s, input_fired_time: 1.6256837845, output_fired_time: 0.0000000000, propagate_forward_time: 77.3667678833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1759719849
validation[          , genome 17206] predictions:    9842/  10000 (98.42%), best:    9885/10000 (98.85%), error:       500.49710, best error:       359.69330 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 1029.7872314453s, input_fired_time: 13.1218824387, output_fired_time: 13.5080795288, propagate_forward_time: 385.7968750000, propagate_backward_time: 605.0063476563, weight_update_time: 1.0528001785, other_time: 12.3540649414
epoch time: 81.2027435303s, input_fired_time: 1.6250708103, output_fired_time: 0.0000000000, propagate_forward_time: 77.3519058228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2257690430
validation[          , genome 17206] predictions:    9854/  10000 (98.54%), best:    9885/10000 (98.85%), error:       451.22598, best error:       359.69330 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 1030.4248046875s, input_fired_time: 13.1025810242, output_fired_time: 13.5039043427, propagate_forward_time: 386.1315612793, propagate_backward_time: 605.2740478516, weight_update_time: 1.0503048897, other_time: 12.4127197266
epoch time: 81.0410079956s, input_fired_time: 1.6282453537, output_fired_time: 0.0000000000, propagate_forward_time: 77.2086486816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2041168213
validation[          , genome 17206] predictions:    9858/  10000 (98.58%), best:    9885/10000 (98.85%), error:       423.51141, best error:       359.69330 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 1030.1036376953s, input_fired_time: 13.1295804977, output_fired_time: 13.4691381454, propagate_forward_time: 386.5497436523, propagate_backward_time: 604.5925292969, weight_update_time: 1.0552798510, other_time: 12.3626708984
epoch time: 81.4356613159s, input_fired_time: 1.6311309338, output_fired_time: 0.0000000000, propagate_forward_time: 77.5848770142, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2196502686
validation[          , genome 17206] predictions:    9857/  10000 (98.57%), best:    9885/10000 (98.85%), error:       429.47147, best error:       359.69330 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 1030.8255615234s, input_fired_time: 13.1226968765, output_fired_time: 13.4761114120, propagate_forward_time: 386.5166625977, propagate_backward_time: 605.3555297852, weight_update_time: 1.0558687449, other_time: 12.3545532227
epoch time: 80.9762268066s, input_fired_time: 1.6250461340, output_fired_time: 0.0000000000, propagate_forward_time: 77.1111679077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2400131226
validation[          , genome 17206] predictions:    9845/  10000 (98.45%), best:    9885/10000 (98.85%), error:       483.23233, best error:       359.69330 on epoch:    28, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 1029.1512451172s, input_fired_time: 13.1063728333, output_fired_time: 13.5077400208, propagate_forward_time: 384.9031677246, propagate_backward_time: 605.2698974609, weight_update_time: 1.0501376390, other_time: 12.3640136719
epoch time: 81.1399230957s, input_fired_time: 1.6340273619, output_fired_time: 0.0000000000, propagate_forward_time: 77.2741165161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2317810059
validation[          , genome 17206] predictions:    9893/  10000 (98.93%), best:    9893/10000 (98.93%), error:       341.79486, best error:       341.79486 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 1032.2374267578s, input_fired_time: 13.1511764526, output_fired_time: 13.5274858475, propagate_forward_time: 386.7919006348, propagate_backward_time: 606.4052124023, weight_update_time: 1.0518407822, other_time: 12.3616333008
epoch time: 81.1710891724s, input_fired_time: 1.6320874691, output_fired_time: 0.0000000000, propagate_forward_time: 77.3346405029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2043609619
validation[          , genome 17206] predictions:    9865/  10000 (98.65%), best:    9893/10000 (98.93%), error:       421.13510, best error:       341.79486 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 1031.5093994141s, input_fired_time: 13.1452426910, output_fired_time: 13.5142545700, propagate_forward_time: 386.8420715332, propagate_backward_time: 605.5327148438, weight_update_time: 1.0571312904, other_time: 12.4750976563
epoch time: 81.0108947754s, input_fired_time: 1.6264119148, output_fired_time: 0.0000000000, propagate_forward_time: 77.1513137817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2331695557
validation[          , genome 17206] predictions:    9872/  10000 (98.72%), best:    9893/10000 (98.93%), error:       421.38840, best error:       341.79486 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 1030.9403076172s, input_fired_time: 13.1176710129, output_fired_time: 13.5065002441, propagate_forward_time: 386.0725097656, propagate_backward_time: 605.8996582031, weight_update_time: 1.0544331074, other_time: 12.3439941406
epoch time: 80.9058151245s, input_fired_time: 1.6270806789, output_fired_time: 0.0000000000, propagate_forward_time: 77.0648498535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2138824463
validation[          , genome 17206] predictions:    9867/  10000 (98.67%), best:    9893/10000 (98.93%), error:       417.49704, best error:       341.79486 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 1036.5875244141s, input_fired_time: 13.1850996017, output_fired_time: 13.5310859680, propagate_forward_time: 388.4033813477, propagate_backward_time: 609.0313110352, weight_update_time: 1.0530755520, other_time: 12.4366455078
epoch time: 80.7956314087s, input_fired_time: 1.6232439280, output_fired_time: 0.0000000000, propagate_forward_time: 76.9873580933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1850280762
validation[          , genome 17206] predictions:    9888/  10000 (98.88%), best:    9893/10000 (98.93%), error:       357.59979, best error:       341.79486 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 1033.3548583984s, input_fired_time: 13.1622962952, output_fired_time: 13.5296039581, propagate_forward_time: 386.1606140137, propagate_backward_time: 608.0664672852, weight_update_time: 1.0576081276, other_time: 12.4358520508
epoch time: 80.8866729736s, input_fired_time: 1.6345982552, output_fired_time: 0.0000000000, propagate_forward_time: 77.0222625732, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2298126221
validation[          , genome 17206] predictions:    9893/  10000 (98.93%), best:    9893/10000 (98.93%), error:       349.25732, best error:       341.79486 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 1028.9975585938s, input_fired_time: 13.1150016785, output_fired_time: 13.4665355682, propagate_forward_time: 385.4348144531, propagate_backward_time: 604.5446777344, weight_update_time: 1.0529422760, other_time: 12.4365234375
epoch time: 80.5181350708s, input_fired_time: 1.6270669699, output_fired_time: 0.0000000000, propagate_forward_time: 76.6707534790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2203140259
validation[          , genome 17206] predictions:    9894/  10000 (98.94%), best:    9893/10000 (98.93%), error:       355.71469, best error:       341.79486 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 1027.6160888672s, input_fired_time: 13.1018190384, output_fired_time: 13.4500904083, propagate_forward_time: 384.6701660156, propagate_backward_time: 604.0207519531, weight_update_time: 1.0602332354, other_time: 12.3732910156
epoch time: 81.4724121094s, input_fired_time: 1.6339045763, output_fired_time: 0.0000000000, propagate_forward_time: 77.6375503540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2009582520
validation[          , genome 17206] predictions:    9875/  10000 (98.75%), best:    9893/10000 (98.93%), error:       398.11810, best error:       341.79486 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 1030.3959960938s, input_fired_time: 13.1357431412, output_fired_time: 13.4845504761, propagate_forward_time: 385.7692260742, propagate_backward_time: 605.6503906250, weight_update_time: 1.0460108519, other_time: 12.3560791016
epoch time: 80.9831848145s, input_fired_time: 1.6340615749, output_fired_time: 0.0000000000, propagate_forward_time: 77.1182937622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2308273315
validation[          , genome 17206] predictions:    9892/  10000 (98.92%), best:    9892/10000 (98.92%), error:       333.30820, best error:       333.30820 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 1031.7023925781s, input_fired_time: 13.1334466934, output_fired_time: 13.4911365509, propagate_forward_time: 386.3810424805, propagate_backward_time: 606.2974243164, weight_update_time: 1.0514376163, other_time: 12.3993530273
epoch time: 80.4273605347s, input_fired_time: 1.6206442118, output_fired_time: 0.0000000000, propagate_forward_time: 76.6200714111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1866455078
validation[          , genome 17206] predictions:    9900/  10000 (99.00%), best:    9900/10000 (99.00%), error:       325.82916, best error:       325.82916 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 1031.2918701172s, input_fired_time: 13.1452112198, output_fired_time: 13.4761266708, propagate_forward_time: 386.6403198242, propagate_backward_time: 605.6482543945, weight_update_time: 1.0546119213, other_time: 12.3819580078
epoch time: 81.1541137695s, input_fired_time: 1.6375657320, output_fired_time: 0.0000000000, propagate_forward_time: 77.3032379150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2133102417
validation[          , genome 17206] predictions:    9899/  10000 (98.99%), best:    9900/10000 (99.00%), error:       340.61618, best error:       325.82916 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 1029.4056396484s, input_fired_time: 13.1393737793, output_fired_time: 13.4794397354, propagate_forward_time: 385.2442016602, propagate_backward_time: 605.1588745117, weight_update_time: 1.0509312153, other_time: 12.3837280273
epoch time: 80.6142044067s, input_fired_time: 1.6319609880, output_fired_time: 0.0000000000, propagate_forward_time: 76.7638015747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2184448242
validation[          , genome 17206] predictions:    9897/  10000 (98.97%), best:    9900/10000 (99.00%), error:       343.32843, best error:       325.82916 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 1028.9930419922s, input_fired_time: 13.1467847824, output_fired_time: 13.4456682205, propagate_forward_time: 385.5628051758, propagate_backward_time: 604.4153442383, weight_update_time: 1.0578595400, other_time: 12.4224243164
epoch time: 80.0531539917s, input_fired_time: 1.6288489103, output_fired_time: 0.0000000000, propagate_forward_time: 76.2042922974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2200164795
validation[          , genome 17206] predictions:    9898/  10000 (98.98%), best:    9898/10000 (98.98%), error:       313.72125, best error:       313.72125 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 1028.2215576172s, input_fired_time: 13.1339893341, output_fired_time: 13.4020900726, propagate_forward_time: 384.7515869141, propagate_backward_time: 604.5332031250, weight_update_time: 1.0459007025, other_time: 12.4006958008
epoch time: 81.1272354126s, input_fired_time: 1.6320406199, output_fired_time: 0.0000000000, propagate_forward_time: 77.3081054688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1870880127
validation[          , genome 17206] predictions:    9903/  10000 (99.03%), best:    9903/10000 (99.03%), error:       303.20068, best error:       303.20068 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 1036.1010742188s, input_fired_time: 13.2265462875, output_fired_time: 13.5752964020, propagate_forward_time: 388.0162963867, propagate_backward_time: 608.8014526367, weight_update_time: 1.0534933805, other_time: 12.4814453125
epoch time: 82.0210266113s, input_fired_time: 1.6549693346, output_fired_time: 0.0000000000, propagate_forward_time: 78.1316680908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2343902588
validation[          , genome 17206] predictions:    9894/  10000 (98.94%), best:    9903/10000 (99.03%), error:       331.82675, best error:       303.20068 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 1036.8854980469s, input_fired_time: 13.2609548569, output_fired_time: 13.5803070068, propagate_forward_time: 388.7682189941, propagate_backward_time: 608.8131103516, weight_update_time: 1.0540683270, other_time: 12.4628906250
epoch time: 81.6437988281s, input_fired_time: 1.6647297144, output_fired_time: 0.0000000000, propagate_forward_time: 77.7178344727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2612380981
validation[          , genome 17206] predictions:    9897/  10000 (98.97%), best:    9903/10000 (99.03%), error:       329.97849, best error:       303.20068 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 1039.4268798828s, input_fired_time: 13.2916049957, output_fired_time: 13.6130228043, propagate_forward_time: 389.4156799316, propagate_backward_time: 610.5706787109, weight_update_time: 1.0594875813, other_time: 12.5358886719
epoch time: 81.8168258667s, input_fired_time: 1.6589558125, output_fired_time: 0.0000000000, propagate_forward_time: 77.9193725586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2384948730
validation[          , genome 17206] predictions:    9890/  10000 (98.90%), best:    9903/10000 (99.03%), error:       333.25787, best error:       303.20068 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 1040.0947265625s, input_fired_time: 13.3037042618, output_fired_time: 13.6137542725, propagate_forward_time: 389.1252441406, propagate_backward_time: 611.4674072266, weight_update_time: 1.0600389242, other_time: 12.5845947266
epoch time: 82.7239151001s, input_fired_time: 1.6666691303, output_fired_time: 0.0000000000, propagate_forward_time: 78.8221130371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2351303101
validation[          , genome 17206] predictions:    9898/  10000 (98.98%), best:    9903/10000 (99.03%), error:       320.23242, best error:       303.20068 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 1043.0852050781s, input_fired_time: 13.3519754410, output_fired_time: 13.6595487595, propagate_forward_time: 390.8136291504, propagate_backward_time: 612.7064819336, weight_update_time: 1.0733838081, other_time: 12.5536499023
epoch time: 81.7189483643s, input_fired_time: 1.6519887447, output_fired_time: 0.0000000000, propagate_forward_time: 77.8465576172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2204055786
validation[          , genome 17206] predictions:    9866/  10000 (98.66%), best:    9903/10000 (99.03%), error:       402.43442, best error:       303.20068 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 1046.7207031250s, input_fired_time: 13.3736248016, output_fired_time: 13.6832714081, propagate_forward_time: 392.6021118164, propagate_backward_time: 614.5360107422, weight_update_time: 1.0682517290, other_time: 12.5256347656
epoch time: 82.1101226807s, input_fired_time: 1.6595757008, output_fired_time: 0.0000000000, propagate_forward_time: 78.1938858032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2566604614
validation[          , genome 17206] predictions:    9887/  10000 (98.87%), best:    9903/10000 (99.03%), error:       358.50046, best error:       303.20068 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 1055.4136962891s, input_fired_time: 13.4939117432, output_fired_time: 13.8036127090, propagate_forward_time: 395.2208251953, propagate_backward_time: 620.2283325195, weight_update_time: 1.0721524954, other_time: 12.6670532227
epoch time: 82.9150924683s, input_fired_time: 1.6719735861, output_fired_time: 0.0000000000, propagate_forward_time: 78.9813079834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2618103027
validation[          , genome 17206] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       300.12396, best error:       300.12396 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 1060.6356201172s, input_fired_time: 13.5796051025, output_fired_time: 13.8944787979, propagate_forward_time: 397.7065429688, propagate_backward_time: 622.7465820313, weight_update_time: 1.0806978941, other_time: 12.7083740234
epoch time: 83.5390319824s, input_fired_time: 1.6909141541, output_fired_time: 0.0000000000, propagate_forward_time: 79.5827713013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2653427124
validation[          , genome 17206] predictions:    9908/  10000 (99.08%), best:    9901/10000 (99.01%), error:       310.50757, best error:       300.12396 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 1062.5590820313s, input_fired_time: 13.5872745514, output_fired_time: 13.8334417343, propagate_forward_time: 398.2650756836, propagate_backward_time: 624.1187744141, weight_update_time: 1.0869216919, other_time: 12.7544555664
epoch time: 83.2204132080s, input_fired_time: 1.6943819523, output_fired_time: 0.0000000000, propagate_forward_time: 79.2382659912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2877655029
validation[          , genome 17206] predictions:    9887/  10000 (98.87%), best:    9901/10000 (99.01%), error:       322.68253, best error:       300.12396 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 1069.7957763672s, input_fired_time: 13.6590595245, output_fired_time: 14.0095682144, propagate_forward_time: 401.2513122559, propagate_backward_time: 627.9884643555, weight_update_time: 1.0868923664, other_time: 12.8873901367
epoch time: 84.1800308228s, input_fired_time: 1.7043768167, output_fired_time: 0.0000000000, propagate_forward_time: 80.1763916016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2992630005
validation[          , genome 17206] predictions:    9901/  10000 (99.01%), best:    9901/10000 (99.01%), error:       307.81412, best error:       300.12396 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 1071.7827148438s, input_fired_time: 13.6710195541, output_fired_time: 14.0229015350, propagate_forward_time: 401.6786804199, propagate_backward_time: 629.5931396484, weight_update_time: 1.0940196514, other_time: 12.8168945313
epoch time: 84.6168289185s, input_fired_time: 1.7154538631, output_fired_time: 0.0000000000, propagate_forward_time: 80.5956192017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3057556152
validation[          , genome 17206] predictions:    9899/  10000 (98.99%), best:    9899/10000 (98.99%), error:       283.21313, best error:       283.21313 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 1070.9371337891s, input_fired_time: 13.6666345596, output_fired_time: 14.0121507645, propagate_forward_time: 401.5519714355, propagate_backward_time: 628.8939208984, weight_update_time: 1.0849715471, other_time: 12.8123779297
epoch time: 84.9396743774s, input_fired_time: 1.7176251411, output_fired_time: 0.0000000000, propagate_forward_time: 80.9438018799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2782440186
validation[          , genome 17206] predictions:    9906/  10000 (99.06%), best:    9899/10000 (98.99%), error:       308.26022, best error:       283.21313 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 1076.7366943359s, input_fired_time: 13.7540912628, output_fired_time: 14.1190843582, propagate_forward_time: 403.8049011230, propagate_backward_time: 632.1661987305, weight_update_time: 1.1008218527, other_time: 12.8922729492
epoch time: 84.9036483765s, input_fired_time: 1.7308297157, output_fired_time: 0.0000000000, propagate_forward_time: 80.8535385132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3192825317
validation[          , genome 17206] predictions:    9904/  10000 (99.04%), best:    9899/10000 (98.99%), error:       298.11041, best error:       283.21313 on epoch:    64, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 1077.6447753906s, input_fired_time: 13.7599315643, output_fired_time: 14.1365985870, propagate_forward_time: 403.3046569824, propagate_backward_time: 633.5222778320, weight_update_time: 1.1020047665, other_time: 12.9213256836
epoch time: 84.5922927856s, input_fired_time: 1.7101224661, output_fired_time: 0.0000000000, propagate_forward_time: 80.5812301636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3009414673
validation[          , genome 17206] predictions:    9895/  10000 (98.95%), best:    9899/10000 (98.99%), error:       346.65964, best error:       283.21313 on epoch:    64, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 1083.9975585938s, input_fired_time: 13.8399648666, output_fired_time: 14.1067752838, propagate_forward_time: 406.6382751465, propagate_backward_time: 636.5244750977, weight_update_time: 1.0914820433, other_time: 12.8880004883
epoch time: 85.5174560547s, input_fired_time: 1.7386732101, output_fired_time: 0.0000000000, propagate_forward_time: 81.4210205078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3577651978
validation[          , genome 17206] predictions:    9900/  10000 (99.00%), best:    9899/10000 (98.99%), error:       297.73392, best error:       283.21313 on epoch:    64, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 1083.7384033203s, input_fired_time: 13.8460750580, output_fired_time: 14.1243009567, propagate_forward_time: 406.5655822754, propagate_backward_time: 636.2801513672, weight_update_time: 1.0997548103, other_time: 12.9223632813
epoch time: 85.5921478271s, input_fired_time: 1.7357097864, output_fired_time: 0.0000000000, propagate_forward_time: 81.5127716064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3436660767
validation[          , genome 17206] predictions:    9895/  10000 (98.95%), best:    9899/10000 (98.99%), error:       301.54825, best error:       283.21313 on epoch:    64, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 1086.8981933594s, input_fired_time: 13.8616666794, output_fired_time: 14.2285804749, propagate_forward_time: 406.5422668457, propagate_backward_time: 639.2543334961, weight_update_time: 1.0998601913, other_time: 13.0112915039
epoch time: 86.2354583740s, input_fired_time: 1.7371305227, output_fired_time: 0.0000000000, propagate_forward_time: 82.1852340698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3130950928
validation[          , genome 17206] predictions:    9906/  10000 (99.06%), best:    9899/10000 (98.99%), error:       295.13559, best error:       283.21313 on epoch:    64, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 1087.2958984375s, input_fired_time: 13.8701705933, output_fired_time: 14.2186231613, propagate_forward_time: 407.1465454102, propagate_backward_time: 639.0795288086, weight_update_time: 1.1082788706, other_time: 12.9810791016
epoch time: 85.9964218140s, input_fired_time: 1.7398657799, output_fired_time: 0.0000000000, propagate_forward_time: 81.9352264404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3213272095
validation[          , genome 17206] predictions:    9903/  10000 (99.03%), best:    9899/10000 (98.99%), error:       310.16953, best error:       283.21313 on epoch:    64, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 1087.6000976563s, input_fired_time: 13.8740463257, output_fired_time: 14.2040357590, propagate_forward_time: 407.4193115234, propagate_backward_time: 639.1612548828, weight_update_time: 1.0988154411, other_time: 12.9415283203
epoch time: 85.6702194214s, input_fired_time: 1.7365633249, output_fired_time: 0.0000000000, propagate_forward_time: 81.5846786499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3489761353
validation[          , genome 17206] predictions:    9906/  10000 (99.06%), best:    9899/10000 (98.99%), error:       289.64249, best error:       283.21313 on epoch:    64, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 1092.3323974609s, input_fired_time: 13.8872909546, output_fired_time: 14.2923011780, propagate_forward_time: 408.0711364746, propagate_backward_time: 643.0000000000, weight_update_time: 1.1159731150, other_time: 13.0815429688
epoch time: 86.3043746948s, input_fired_time: 1.7406746149, output_fired_time: 0.0000000000, propagate_forward_time: 82.2249679565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3387298584
validation[          , genome 17206] predictions:    9908/  10000 (99.08%), best:    9899/10000 (98.99%), error:       297.38528, best error:       283.21313 on epoch:    64, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 1091.4355468750s, input_fired_time: 13.9010906219, output_fired_time: 14.2517852783, propagate_forward_time: 407.6867370605, propagate_backward_time: 642.4918823242, weight_update_time: 1.1145974398, other_time: 13.1039428711
epoch time: 85.2532424927s, input_fired_time: 1.7328871489, output_fired_time: 0.0000000000, propagate_forward_time: 81.2205123901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2998428345
validation[          , genome 17206] predictions:    9902/  10000 (99.02%), best:    9899/10000 (98.99%), error:       299.79187, best error:       283.21313 on epoch:    64, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 1091.7510986328s, input_fired_time: 13.9121875763, output_fired_time: 14.3671760559, propagate_forward_time: 408.0299987793, propagate_backward_time: 642.4709472656, weight_update_time: 1.1038421392, other_time: 12.9707031250
epoch time: 86.3308029175s, input_fired_time: 1.7427846193, output_fired_time: 0.0000000000, propagate_forward_time: 82.2471694946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3408508301
validation[          , genome 17206] predictions:    9896/  10000 (98.96%), best:    9899/10000 (98.99%), error:       316.95883, best error:       283.21313 on epoch:    64, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 1097.4427490234s, input_fired_time: 13.9854202271, output_fired_time: 14.3379173279, propagate_forward_time: 410.3465576172, propagate_backward_time: 645.7021484375, weight_update_time: 1.1160712242, other_time: 13.0706787109
epoch time: 86.7804260254s, input_fired_time: 1.7710429430, output_fired_time: 0.0000000000, propagate_forward_time: 82.6753158569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3340682983
validation[          , genome 17206] predictions:    9905/  10000 (99.05%), best:    9899/10000 (98.99%), error:       289.47183, best error:       283.21313 on epoch:    64, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 1096.2799072266s, input_fired_time: 13.9797925949, output_fired_time: 14.4110927582, propagate_forward_time: 410.0690612793, propagate_backward_time: 644.7158813477, weight_update_time: 1.1192655563, other_time: 13.1040649414
epoch time: 86.1410522461s, input_fired_time: 1.7560462952, output_fired_time: 0.0000000000, propagate_forward_time: 82.0126266479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3723831177
validation[          , genome 17206] predictions:    9897/  10000 (98.97%), best:    9899/10000 (98.99%), error:       322.97455, best error:       283.21313 on epoch:    64, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 1096.9956054688s, input_fired_time: 13.9782133102, output_fired_time: 14.3331508636, propagate_forward_time: 410.1822509766, propagate_backward_time: 645.4057617188, weight_update_time: 1.1116563082, other_time: 13.0961914063
epoch time: 85.8939590454s, input_fired_time: 1.7353960276, output_fired_time: 0.0000000000, propagate_forward_time: 81.8443984985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3141632080
validation[          , genome 17206] predictions:    9901/  10000 (99.01%), best:    9899/10000 (98.99%), error:       305.76953, best error:       283.21313 on epoch:    64, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 1097.9820556641s, input_fired_time: 14.0228328705, output_fired_time: 14.3659591675, propagate_forward_time: 411.2865600586, propagate_backward_time: 645.2043457031, weight_update_time: 1.1223814487, other_time: 13.1023559570
epoch time: 86.8854751587s, input_fired_time: 1.7573153973, output_fired_time: 0.0000000000, propagate_forward_time: 82.7785034180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3496551514
validation[          , genome 17206] predictions:    9902/  10000 (99.02%), best:    9902/10000 (99.02%), error:       281.82254, best error:       281.82254 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 1102.6777343750s, input_fired_time: 14.0568866730, output_fired_time: 14.4073266983, propagate_forward_time: 412.9869384766, propagate_backward_time: 648.1031494141, weight_update_time: 1.1251904964, other_time: 13.1234130859
epoch time: 87.5583648682s, input_fired_time: 1.7801105976, output_fired_time: 0.0000000000, propagate_forward_time: 83.3966064453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3816452026
validation[          , genome 17206] predictions:    9910/  10000 (99.10%), best:    9910/10000 (99.10%), error:       279.74561, best error:       279.74561 on epoch:    80, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 1100.0496826172s, input_fired_time: 14.0275869370, output_fired_time: 14.3325138092, propagate_forward_time: 410.8198547363, propagate_backward_time: 647.7099609375, weight_update_time: 1.1181607246, other_time: 13.1597900391
epoch time: 87.8988189697s, input_fired_time: 1.7806310654, output_fired_time: 0.0000000000, propagate_forward_time: 83.7328338623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3853530884
validation[          , genome 17206] predictions:    9908/  10000 (99.08%), best:    9908/10000 (99.08%), error:       271.72406, best error:       271.72406 on epoch:    81, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 1104.2561035156s, input_fired_time: 14.0900554657, output_fired_time: 14.4101305008, propagate_forward_time: 413.3246765137, propagate_backward_time: 649.3247680664, weight_update_time: 1.1246019602, other_time: 13.1063842773
epoch time: 86.3964462280s, input_fired_time: 1.7544337511, output_fired_time: 0.0000000000, propagate_forward_time: 82.3027343750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3392791748
validation[          , genome 17206] predictions:    9903/  10000 (99.03%), best:    9908/10000 (99.08%), error:       295.57303, best error:       271.72406 on epoch:    81, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 1103.5134277344s, input_fired_time: 14.1204795837, output_fired_time: 14.4546680450, propagate_forward_time: 413.9595947266, propagate_backward_time: 647.8908691406, weight_update_time: 1.1243635416, other_time: 13.0877685547
epoch time: 86.9219741821s, input_fired_time: 1.7567427158, output_fired_time: 0.0000000000, propagate_forward_time: 82.8403778076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.3248519897
validation[          , genome 17206] predictions:    9900/  10000 (99.00%), best:    9908/10000 (99.08%), error:       279.91458, best error:       271.72406 on epoch:    81, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 1102.9455566406s, input_fired_time: 14.1423912048, output_fired_time: 14.3960094452, propagate_forward_time: 413.6820373535, propagate_backward_time: 647.5460815430, weight_update_time: 1.1182352304, other_time: 13.1791381836
epoch time: 84.8806762695s, input_fired_time: 1.7164082527, output_fired_time: 0.0000000000, propagate_forward_time: 80.8657836914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2984848022
validation[          , genome 17206] predictions:    9902/  10000 (99.02%), best:    9908/10000 (99.08%), error:       293.12256, best error:       271.72406 on epoch:    81, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 1064.8435058594s, input_fired_time: 13.6175346375, output_fired_time: 13.9724588394, propagate_forward_time: 398.3468322754, propagate_backward_time: 626.1772460938, weight_update_time: 1.0866274834, other_time: 12.7294921875
epoch time: 83.0728912354s, input_fired_time: 1.7020313740, output_fired_time: 0.0000000000, propagate_forward_time: 79.0807647705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2900924683
validation[          , genome 17206] predictions:    9907/  10000 (99.07%), best:    9908/10000 (99.08%), error:       286.34149, best error:       271.72406 on epoch:    81, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 1046.6132812500s, input_fired_time: 13.4569263458, output_fired_time: 13.6878299713, propagate_forward_time: 392.3132629395, propagate_backward_time: 614.5711669922, weight_update_time: 1.0609928370, other_time: 12.5841064453
epoch time: 82.6354446411s, input_fired_time: 1.6806653738, output_fired_time: 0.0000000000, propagate_forward_time: 78.7065277100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2482528687
validation[          , genome 17206] predictions:    9903/  10000 (99.03%), best:    9908/10000 (99.08%), error:       294.72278, best error:       271.72406 on epoch:    81, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 1042.4870605469s, input_fired_time: 13.3695859909, output_fired_time: 13.6538877487, propagate_forward_time: 390.9477539063, propagate_backward_time: 611.9512939453, weight_update_time: 1.0636147261, other_time: 12.5645141602
epoch time: 82.3322753906s, input_fired_time: 1.6797289848, output_fired_time: 0.0000000000, propagate_forward_time: 78.3751602173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2773895264
validation[          , genome 17206] predictions:    9902/  10000 (99.02%), best:    9908/10000 (99.08%), error:       293.37183, best error:       271.72406 on epoch:    81, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 1043.7086181641s, input_fired_time: 13.4215164185, output_fired_time: 13.6074056625, propagate_forward_time: 391.9979553223, propagate_backward_time: 612.1495361328, weight_update_time: 1.0564788580, other_time: 12.5322265625
epoch time: 82.1680526733s, input_fired_time: 1.6709527969, output_fired_time: 0.0000000000, propagate_forward_time: 78.2365722656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2605285645
validation[          , genome 17206] predictions:    9898/  10000 (98.98%), best:    9908/10000 (99.08%), error:       284.46216, best error:       271.72406 on epoch:    81, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 1038.3804931641s, input_fired_time: 13.3323459625, output_fired_time: 13.5708475113, propagate_forward_time: 388.3483886719, propagate_backward_time: 610.6342163086, weight_update_time: 1.0607770681, other_time: 12.4946289063
epoch time: 81.9815139771s, input_fired_time: 1.6603664160, output_fired_time: 0.0000000000, propagate_forward_time: 78.0864562988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2346878052
validation[          , genome 17206] predictions:    9903/  10000 (99.03%), best:    9908/10000 (99.08%), error:       295.64413, best error:       271.72406 on epoch:    81, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 1039.1479492188s, input_fired_time: 13.3506240845, output_fired_time: 13.6199588776, propagate_forward_time: 389.1604003906, propagate_backward_time: 610.4833984375, weight_update_time: 1.0596290827, other_time: 12.5336303711
epoch time: 81.5306549072s, input_fired_time: 1.6614736319, output_fired_time: 0.0000000000, propagate_forward_time: 77.6483917236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2207870483
validation[          , genome 17206] predictions:    9918/  10000 (99.18%), best:    9908/10000 (99.08%), error:       275.38870, best error:       271.72406 on epoch:    81, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 1036.5288085938s, input_fired_time: 13.2958812714, output_fired_time: 13.5327491760, propagate_forward_time: 387.4440917969, propagate_backward_time: 609.7493896484, weight_update_time: 1.0609077215, other_time: 12.5066528320
epoch time: 81.2809448242s, input_fired_time: 1.6666700840, output_fired_time: 0.0000000000, propagate_forward_time: 77.3588333130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2554397583
validation[          , genome 17206] predictions:    9912/  10000 (99.12%), best:    9908/10000 (99.08%), error:       286.13605, best error:       271.72406 on epoch:    81, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 1036.3060302734s, input_fired_time: 13.3101186752, output_fired_time: 13.5907020569, propagate_forward_time: 388.4584045410, propagate_backward_time: 608.4062500000, weight_update_time: 1.0591387749, other_time: 12.5405273438
epoch time: 81.5536041260s, input_fired_time: 1.6638146639, output_fired_time: 0.0000000000, propagate_forward_time: 77.6452713013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2445144653
validation[          , genome 17206] predictions:    9906/  10000 (99.06%), best:    9908/10000 (99.08%), error:       290.07361, best error:       271.72406 on epoch:    81, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 1036.1918945313s, input_fired_time: 13.3033752441, output_fired_time: 13.5932083130, propagate_forward_time: 387.9854431152, propagate_backward_time: 608.8338623047, weight_update_time: 1.0533406734, other_time: 12.4760742188
epoch time: 81.2864227295s, input_fired_time: 1.6608344316, output_fired_time: 0.0000000000, propagate_forward_time: 77.3636169434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2619705200
validation[          , genome 17206] predictions:    9914/  10000 (99.14%), best:    9908/10000 (99.08%), error:       283.75299, best error:       271.72406 on epoch:    81, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 1036.4134521484s, input_fired_time: 13.2811813354, output_fired_time: 13.5958347321, propagate_forward_time: 388.6680297852, propagate_backward_time: 608.4420166016, weight_update_time: 1.0575740337, other_time: 12.4263916016
epoch time: 81.6193466187s, input_fired_time: 1.6641685963, output_fired_time: 0.0000000000, propagate_forward_time: 77.7087173462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2464599609
validation[          , genome 17206] predictions:    9898/  10000 (98.98%), best:    9908/10000 (99.08%), error:       304.27951, best error:       271.72406 on epoch:    81, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 1036.2841796875s, input_fired_time: 13.3140478134, output_fired_time: 13.5506267548, propagate_forward_time: 388.2774047852, propagate_backward_time: 608.6532592773, weight_update_time: 1.0621459484, other_time: 12.4888916016
epoch time: 81.2023391724s, input_fired_time: 1.6584179401, output_fired_time: 0.0000000000, propagate_forward_time: 77.3076095581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2363128662
validation[          , genome 17206] predictions:    9910/  10000 (99.10%), best:    9908/10000 (99.08%), error:       282.26123, best error:       271.72406 on epoch:    81, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 1035.3603515625s, input_fired_time: 13.2911605835, output_fired_time: 13.5540084839, propagate_forward_time: 387.2807006836, propagate_backward_time: 608.7687377930, weight_update_time: 1.0591211319, other_time: 12.4657592773
epoch time: 81.7093124390s, input_fired_time: 1.6607893705, output_fired_time: 0.0000000000, propagate_forward_time: 77.8216781616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2268447876
validation[          , genome 17206] predictions:    9905/  10000 (99.05%), best:    9908/10000 (99.08%), error:       287.58569, best error:       271.72406 on epoch:    81, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 1032.3859863281s, input_fired_time: 13.2803325653, output_fired_time: 13.5117425919, propagate_forward_time: 386.0828857422, propagate_backward_time: 607.0618286133, weight_update_time: 1.0557098389, other_time: 12.4492187500
epoch time: 81.8817443848s, input_fired_time: 1.6673442125, output_fired_time: 0.0000000000, propagate_forward_time: 77.9756088257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2387924194
validation[          , genome 17206] predictions:    9911/  10000 (99.11%), best:    9908/10000 (99.08%), error:       298.90277, best error:       271.72406 on epoch:    81, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 1034.3319091797s, input_fired_time: 13.3070106506, output_fired_time: 13.5362539291, propagate_forward_time: 387.6143493652, propagate_backward_time: 607.4313354492, weight_update_time: 1.0585869551, other_time: 12.4429321289
epoch time: 81.2540054321s, input_fired_time: 1.6516172886, output_fired_time: 0.0000000000, propagate_forward_time: 77.3871307373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2152557373
validation[          , genome 17206] predictions:    9902/  10000 (99.02%), best:    9908/10000 (99.08%), error:       294.42615, best error:       271.72406 on epoch:    81, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 1031.3460693359s, input_fired_time: 13.2514724731, output_fired_time: 13.4939117432, propagate_forward_time: 385.9528808594, propagate_backward_time: 606.1968383789, weight_update_time: 1.0541288853, other_time: 12.4509887695
epoch time: 81.5997848511s, input_fired_time: 1.6566848755, output_fired_time: 0.0000000000, propagate_forward_time: 77.7220916748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2210083008
validation[          , genome 17206] predictions:    9909/  10000 (99.09%), best:    9908/10000 (99.08%), error:       296.89282, best error:       271.72406 on epoch:    81, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 1033.1418457031s, input_fired_time: 13.2585468292, output_fired_time: 13.5467376709, propagate_forward_time: 386.4926757813, propagate_backward_time: 607.3749389648, weight_update_time: 1.0533092022, other_time: 12.4689331055
epoch time: 81.0746536255s, input_fired_time: 1.6565386057, output_fired_time: 0.0000000000, propagate_forward_time: 77.1951141357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2229995728
validation[          , genome 17206] predictions:    9907/  10000 (99.07%), best:    9908/10000 (99.08%), error:       287.21991, best error:       271.72406 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: 406.0989379883s, input_fired_time: 8.2786760330, output_fired_time: 0.0000000000, propagate_forward_time: 386.6651611328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 11.1550903320
best training[          , genome 17206] predictions:   50000/  50000 (100.00%), best:    9908/10000 (99.08%), error:       118.38268, best error:       271.72406 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: 81.0314636230s, input_fired_time: 1.6397861242, output_fired_time: 0.0000000000, propagate_forward_time: 77.1804733276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2112045288
   testing[          , genome 17206] predictions:    9912/  10000 (99.12%), best:    9908/10000 (99.08%), error:       263.97726, best error:       271.72406 on epoch:    81, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:20:30 (3560): called boinc_finish(0)

</stderr_txt>
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