Nameexact_genome_1512568488_44_7129_0
Workunit2606977
Created8 Dec 2017, 0:03:04 UTC
Sent8 Dec 2017, 0:11:03 UTC
Report deadline17 Dec 2017, 0:46:07 UTC
Received8 Dec 2017, 17:32:31 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time4 hours 34 min 2 sec
CPU time4 hours 33 min 58 sec
Validate stateValid
Credit2,256.09
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.61 MB
Peak swap size153.73 MB
Peak disk usage1.24 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
72, weight_update_time: 0.1382440031, other_time: 2.9335174561
epoch time: 11.5773382187s, input_fired_time: 0.1670515835, output_fired_time: 0.0000000000, propagate_forward_time: 10.8927917480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5174951553
validation[          , genome  7129] predictions:    9735/  10000 (97.35%), best:    9727/10000 (97.27%), error:       936.22589, best error:       904.62201 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 148.9811859131s, input_fired_time: 1.5841630697, output_fired_time: 1.1725071669, propagate_forward_time: 57.2759590149, propagate_backward_time: 86.0045776367, weight_update_time: 0.1372322589, other_time: 2.9439849854
epoch time: 12.3026599884s, input_fired_time: 0.1744568348, output_fired_time: 0.0000000000, propagate_forward_time: 11.5905370712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5376663208
validation[          , genome  7129] predictions:    9702/  10000 (97.02%), best:    9727/10000 (97.27%), error:       936.49091, best error:       904.62201 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 149.8770904541s, input_fired_time: 1.5924489498, output_fired_time: 1.1811299324, propagate_forward_time: 57.5390968323, propagate_backward_time: 86.6123199463, weight_update_time: 0.1392606497, other_time: 2.9520874023
epoch time: 12.2240753174s, input_fired_time: 0.1748477370, output_fired_time: 0.0000000000, propagate_forward_time: 11.5111751556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5380525589
validation[          , genome  7129] predictions:    9743/  10000 (97.43%), best:    9727/10000 (97.27%), error:       917.17139, best error:       904.62201 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 149.9201507568s, input_fired_time: 1.5935579538, output_fired_time: 1.1840295792, propagate_forward_time: 57.6142120361, propagate_backward_time: 86.5725555420, weight_update_time: 0.1391309500, other_time: 2.9557952881
epoch time: 12.1545953751s, input_fired_time: 0.1726368964, output_fired_time: 0.0000000000, propagate_forward_time: 11.4464263916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5355319977
validation[          , genome  7129] predictions:    9715/  10000 (97.15%), best:    9727/10000 (97.27%), error:       938.74048, best error:       904.62201 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 149.9163665771s, input_fired_time: 1.5943948030, output_fired_time: 1.1810321808, propagate_forward_time: 57.5951728821, propagate_backward_time: 86.5866165161, weight_update_time: 0.1393787563, other_time: 2.9591598511
epoch time: 12.2181386948s, input_fired_time: 0.1745942980, output_fired_time: 0.0000000000, propagate_forward_time: 11.5083570480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5351877213
validation[          , genome  7129] predictions:    9757/  10000 (97.57%), best:    9757/10000 (97.57%), error:       825.74518, best error:       825.74518 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 149.3858947754s, input_fired_time: 1.5861296654, output_fired_time: 1.1714947224, propagate_forward_time: 57.3832740784, propagate_backward_time: 86.2997970581, weight_update_time: 0.1383194178, other_time: 2.9451980591
epoch time: 12.2766475677s, input_fired_time: 0.1778019667, output_fired_time: 0.0000000000, propagate_forward_time: 11.5616369247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5372085571
validation[          , genome  7129] predictions:    9725/  10000 (97.25%), best:    9757/10000 (97.57%), error:       883.78644, best error:       825.74518 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 150.5450134277s, input_fired_time: 1.5986993313, output_fired_time: 1.1818641424, propagate_forward_time: 57.8723983765, propagate_backward_time: 86.9263381958, weight_update_time: 0.1392311603, other_time: 2.9657135010
epoch time: 12.3383903503s, input_fired_time: 0.1768701822, output_fired_time: 0.0000000000, propagate_forward_time: 11.6217384338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5397815704
validation[          , genome  7129] predictions:    9699/  10000 (96.99%), best:    9757/10000 (97.57%), error:       946.20435, best error:       825.74518 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 151.0960845947s, input_fired_time: 1.6038936377, output_fired_time: 1.1837015152, propagate_forward_time: 58.0438995361, propagate_backward_time: 87.2898559570, weight_update_time: 0.1404653043, other_time: 2.9747314453
epoch time: 12.3219671249s, input_fired_time: 0.1763551980, output_fired_time: 0.0000000000, propagate_forward_time: 11.6089639664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5366477966
validation[          , genome  7129] predictions:    9722/  10000 (97.22%), best:    9757/10000 (97.57%), error:       897.72223, best error:       825.74518 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 151.1663513184s, input_fired_time: 1.6074098349, output_fired_time: 1.1883074045, propagate_forward_time: 58.0464401245, propagate_backward_time: 87.3498229980, weight_update_time: 0.1402958632, other_time: 2.9743728638
epoch time: 12.3352413177s, input_fired_time: 0.1769527495, output_fired_time: 0.0000000000, propagate_forward_time: 11.6184930801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5397958755
validation[          , genome  7129] predictions:    9640/  10000 (96.40%), best:    9757/10000 (97.57%), error:      1194.37451, best error:       825.74518 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 150.1463470459s, input_fired_time: 1.6033725739, output_fired_time: 1.1858072281, propagate_forward_time: 57.6251144409, propagate_backward_time: 86.7473754883, weight_update_time: 0.1392221451, other_time: 2.9846725464
epoch time: 12.3227453232s, input_fired_time: 0.1779796928, output_fired_time: 0.0000000000, propagate_forward_time: 11.6047563553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5400094986
validation[          , genome  7129] predictions:    9720/  10000 (97.20%), best:    9757/10000 (97.57%), error:       911.67175, best error:       825.74518 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 148.9097595215s, input_fired_time: 1.5904883146, output_fired_time: 1.1645715237, propagate_forward_time: 57.2375373840, propagate_backward_time: 85.9650802612, weight_update_time: 0.1380240619, other_time: 2.9520950317
epoch time: 12.3043851852s, input_fired_time: 0.1763704866, output_fired_time: 0.0000000000, propagate_forward_time: 11.5952053070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5328092575
validation[          , genome  7129] predictions:    9695/  10000 (96.95%), best:    9757/10000 (97.57%), error:       992.01575, best error:       825.74518 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 150.7392120361s, input_fired_time: 1.6060099602, output_fired_time: 1.1817954779, propagate_forward_time: 57.9566001892, propagate_backward_time: 87.0342254639, weight_update_time: 0.1390651911, other_time: 2.9605865479
epoch time: 12.3338623047s, input_fired_time: 0.1782662123, output_fired_time: 0.0000000000, propagate_forward_time: 11.6179771423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5376186371
validation[          , genome  7129] predictions:    9731/  10000 (97.31%), best:    9757/10000 (97.57%), error:       911.17236, best error:       825.74518 on epoch:    18, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 150.8765106201s, input_fired_time: 1.6062058210, output_fired_time: 1.1804858446, propagate_forward_time: 58.0010108948, propagate_backward_time: 87.1292724609, weight_update_time: 0.1398098171, other_time: 2.9595489502
epoch time: 12.3132410049s, input_fired_time: 0.1765900105, output_fired_time: 0.0000000000, propagate_forward_time: 11.5992364883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5374145508
validation[          , genome  7129] predictions:    9771/  10000 (97.71%), best:    9771/10000 (97.71%), error:       797.70508, best error:       797.70508 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 149.5097198486s, input_fired_time: 1.5977430344, output_fired_time: 1.1770678759, propagate_forward_time: 57.3046569824, propagate_backward_time: 86.4725036621, weight_update_time: 0.1398229003, other_time: 2.9577484131
epoch time: 12.1534748077s, input_fired_time: 0.1753179878, output_fired_time: 0.0000000000, propagate_forward_time: 11.4409999847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5371570587
validation[          , genome  7129] predictions:    9733/  10000 (97.33%), best:    9771/10000 (97.71%), error:       908.79272, best error:       797.70508 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 150.8266296387s, input_fired_time: 1.6086536646, output_fired_time: 1.1814209223, propagate_forward_time: 57.8808021545, propagate_backward_time: 87.1904220581, weight_update_time: 0.1398106664, other_time: 2.9653244019
epoch time: 12.3156652451s, input_fired_time: 0.1770749241, output_fired_time: 0.0000000000, propagate_forward_time: 11.5991020203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5394878387
validation[          , genome  7129] predictions:    9762/  10000 (97.62%), best:    9771/10000 (97.71%), error:       836.04083, best error:       797.70508 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 150.8600006104s, input_fired_time: 1.6110520363, output_fired_time: 1.1841119528, propagate_forward_time: 57.8941612244, propagate_backward_time: 87.2036743164, weight_update_time: 0.1399799287, other_time: 2.9669952393
epoch time: 12.2866735458s, input_fired_time: 0.1784593463, output_fired_time: 0.0000000000, propagate_forward_time: 11.5701532364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5380611420
validation[          , genome  7129] predictions:    9738/  10000 (97.38%), best:    9771/10000 (97.71%), error:       877.63818, best error:       797.70508 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 151.0066528320s, input_fired_time: 1.6136246920, output_fired_time: 1.1870433092, propagate_forward_time: 57.9944458008, propagate_backward_time: 87.2403717041, weight_update_time: 0.1404428780, other_time: 2.9711608887
epoch time: 12.2969503403s, input_fired_time: 0.1781103760, output_fired_time: 0.0000000000, propagate_forward_time: 11.5871171951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5317230225
validation[          , genome  7129] predictions:    9741/  10000 (97.41%), best:    9771/10000 (97.71%), error:       849.47229, best error:       797.70508 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 150.9379577637s, input_fired_time: 1.6112682819, output_fired_time: 1.1833026409, propagate_forward_time: 58.0304908752, propagate_backward_time: 87.1530303955, weight_update_time: 0.1399081498, other_time: 2.9598693848
epoch time: 12.2808980942s, input_fired_time: 0.1787794232, output_fired_time: 0.0000000000, propagate_forward_time: 11.5717849731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5303335190
validation[          , genome  7129] predictions:    9737/  10000 (97.37%), best:    9771/10000 (97.71%), error:       918.76678, best error:       797.70508 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 150.4721984863s, input_fired_time: 1.6088619232, output_fired_time: 1.1824033260, propagate_forward_time: 57.8230895996, propagate_backward_time: 86.9001846313, weight_update_time: 0.1394527406, other_time: 2.9576644897
epoch time: 12.3205404282s, input_fired_time: 0.1793807298, output_fired_time: 0.0000000000, propagate_forward_time: 11.6028671265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5382928848
validation[          , genome  7129] predictions:    9719/  10000 (97.19%), best:    9771/10000 (97.71%), error:      1002.28510, best error:       797.70508 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 150.6424102783s, input_fired_time: 1.6110106707, output_fired_time: 1.1871528625, propagate_forward_time: 57.8772544861, propagate_backward_time: 87.0026168823, weight_update_time: 0.1393956691, other_time: 2.9643783569
epoch time: 12.0081806183s, input_fired_time: 0.1745952219, output_fired_time: 0.0000000000, propagate_forward_time: 11.3038187027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5297670364
validation[          , genome  7129] predictions:    9762/  10000 (97.62%), best:    9771/10000 (97.71%), error:       843.41864, best error:       797.70508 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 150.0217590332s, input_fired_time: 1.6057267189, output_fired_time: 1.1710817814, propagate_forward_time: 57.6810150146, propagate_backward_time: 86.6142349243, weight_update_time: 0.1386004835, other_time: 2.9496994019
epoch time: 12.2914085388s, input_fired_time: 0.1790256947, output_fired_time: 0.0000000000, propagate_forward_time: 11.5729742050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5394086838
validation[          , genome  7129] predictions:    9753/  10000 (97.53%), best:    9771/10000 (97.71%), error:       815.18054, best error:       797.70508 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 148.9544982910s, input_fired_time: 1.6002146006, output_fired_time: 1.1705527306, propagate_forward_time: 57.2308731079, propagate_backward_time: 86.0134048462, weight_update_time: 0.1381057203, other_time: 2.9394531250
epoch time: 12.3281908035s, input_fired_time: 0.1777399480, output_fired_time: 0.0000000000, propagate_forward_time: 11.6112966537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5391540527
validation[          , genome  7129] predictions:    9672/  10000 (96.72%), best:    9771/10000 (97.71%), error:      1050.61975, best error:       797.70508 on epoch:    26, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 150.7284698486s, input_fired_time: 1.6184066534, output_fired_time: 1.1853687763, propagate_forward_time: 57.9133682251, propagate_backward_time: 87.0513229370, weight_update_time: 0.1390140355, other_time: 2.9600067139
epoch time: 12.2155694962s, input_fired_time: 0.1782798171, output_fired_time: 0.0000000000, propagate_forward_time: 11.5016498566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5356397629
validation[          , genome  7129] predictions:    9754/  10000 (97.54%), best:    9771/10000 (97.71%), error:       803.67596, best error:       797.70508 on epoch:    26, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 150.7786712646s, input_fired_time: 1.6067478657, output_fired_time: 1.1579128504, propagate_forward_time: 57.8787422180, propagate_backward_time: 87.1595916748, weight_update_time: 0.1393042654, other_time: 2.9756774902
epoch time: 12.3309450150s, input_fired_time: 0.1787921488, output_fired_time: 0.0000000000, propagate_forward_time: 11.6113901138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5407629013
validation[          , genome  7129] predictions:    9730/  10000 (97.30%), best:    9771/10000 (97.71%), error:       864.84833, best error:       797.70508 on epoch:    26, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 150.5222778320s, input_fired_time: 1.6165564060, output_fired_time: 1.1847488880, propagate_forward_time: 57.7780303955, propagate_backward_time: 86.9801864624, weight_update_time: 0.1398908645, other_time: 2.9627456665
epoch time: 12.2753725052s, input_fired_time: 0.1796666831, output_fired_time: 0.0000000000, propagate_forward_time: 11.5649337769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5307722092
validation[          , genome  7129] predictions:    9756/  10000 (97.56%), best:    9771/10000 (97.71%), error:       827.74738, best error:       797.70508 on epoch:    26, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 150.5539398193s, input_fired_time: 1.6191064119, output_fired_time: 1.1811051369, propagate_forward_time: 57.7765960693, propagate_backward_time: 87.0106582642, weight_update_time: 0.1402054131, other_time: 2.9664688110
epoch time: 12.1430835724s, input_fired_time: 0.1780107319, output_fired_time: 0.0000000000, propagate_forward_time: 11.4288015366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5362710953
validation[          , genome  7129] predictions:    9743/  10000 (97.43%), best:    9771/10000 (97.71%), error:       901.91003, best error:       797.70508 on epoch:    26, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 150.0407562256s, input_fired_time: 1.6141517162, output_fired_time: 1.1807451248, propagate_forward_time: 57.5592765808, propagate_backward_time: 86.7388305664, weight_update_time: 0.1400042474, other_time: 2.9477539062
epoch time: 12.1361217499s, input_fired_time: 0.1780803949, output_fired_time: 0.0000000000, propagate_forward_time: 11.4251184464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5329227448
validation[          , genome  7129] predictions:    9762/  10000 (97.62%), best:    9771/10000 (97.71%), error:       817.93726, best error:       797.70508 on epoch:    26, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 150.2097015381s, input_fired_time: 1.6098450422, output_fired_time: 1.1706663370, propagate_forward_time: 57.7326850891, propagate_backward_time: 86.7576904297, weight_update_time: 0.1399049610, other_time: 2.9388122559
epoch time: 12.3359966278s, input_fired_time: 0.1797187030, output_fired_time: 0.0000000000, propagate_forward_time: 11.6180524826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5382251740
validation[          , genome  7129] predictions:    9755/  10000 (97.55%), best:    9771/10000 (97.71%), error:       843.50500, best error:       797.70508 on epoch:    26, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 151.2258453369s, input_fired_time: 1.6257284880, output_fired_time: 1.1905852556, propagate_forward_time: 58.0761947632, propagate_backward_time: 87.3707046509, weight_update_time: 0.1404077262, other_time: 2.9626312256
epoch time: 12.3310947418s, input_fired_time: 0.1797981858, output_fired_time: 0.0000000000, propagate_forward_time: 11.6118955612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5394010544
validation[          , genome  7129] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       789.76654, best error:       789.76654 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 151.1443481445s, input_fired_time: 1.6288700104, output_fired_time: 1.1845352650, propagate_forward_time: 58.0452194214, propagate_backward_time: 87.3257904053, weight_update_time: 0.1402672976, other_time: 2.9599227905
epoch time: 12.3331193924s, input_fired_time: 0.1817574054, output_fired_time: 0.0000000000, propagate_forward_time: 11.6118154526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5395469666
validation[          , genome  7129] predictions:    9701/  10000 (97.01%), best:    9773/10000 (97.73%), error:       958.22211, best error:       789.76654 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 149.9331512451s, input_fired_time: 1.6128907204, output_fired_time: 1.1642551422, propagate_forward_time: 57.7705307007, propagate_backward_time: 86.4244384766, weight_update_time: 0.1383651346, other_time: 2.9610366821
epoch time: 12.3356485367s, input_fired_time: 0.1817119569, output_fired_time: 0.0000000000, propagate_forward_time: 11.6157388687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5381975174
validation[          , genome  7129] predictions:    9741/  10000 (97.41%), best:    9773/10000 (97.73%), error:       889.07050, best error:       789.76654 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 151.0026855469s, input_fired_time: 1.6224087477, output_fired_time: 1.1814186573, propagate_forward_time: 58.0968399048, propagate_backward_time: 87.1311187744, weight_update_time: 0.1390585154, other_time: 2.9709091187
epoch time: 12.3207378387s, input_fired_time: 0.1792272776, output_fired_time: 0.0000000000, propagate_forward_time: 11.6062364578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5352745056
validation[          , genome  7129] predictions:    9724/  10000 (97.24%), best:    9773/10000 (97.73%), error:       887.53308, best error:       789.76654 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 141.5706024170s, input_fired_time: 1.5702794790, output_fired_time: 1.1160467863, propagate_forward_time: 54.4600181580, propagate_backward_time: 81.3732986450, weight_update_time: 0.1338753849, other_time: 3.0509567261
epoch time: 12.3384113312s, input_fired_time: 0.1797915399, output_fired_time: 0.0000000000, propagate_forward_time: 11.6230163574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5356035233
validation[          , genome  7129] predictions:    9779/  10000 (97.79%), best:    9779/10000 (97.79%), error:       775.07013, best error:       775.07013 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 151.3414154053s, input_fired_time: 1.6283744574, output_fired_time: 1.1935158968, propagate_forward_time: 58.1151962280, propagate_backward_time: 87.4435882568, weight_update_time: 0.1401344091, other_time: 2.9607467651
epoch time: 12.3363094330s, input_fired_time: 0.1794824898, output_fired_time: 0.0000000000, propagate_forward_time: 11.6202850342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5365419388
validation[          , genome  7129] predictions:    9784/  10000 (97.84%), best:    9784/10000 (97.84%), error:       772.67450, best error:       772.67450 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 150.8945922852s, input_fired_time: 1.6229118109, output_fired_time: 1.1907459497, propagate_forward_time: 57.9184112549, propagate_backward_time: 87.2030792236, weight_update_time: 0.1399800181, other_time: 2.9594421387
epoch time: 12.2453212738s, input_fired_time: 0.1797284335, output_fired_time: 0.0000000000, propagate_forward_time: 11.5269041061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5386886597
validation[          , genome  7129] predictions:    9725/  10000 (97.25%), best:    9784/10000 (97.84%), error:       915.93079, best error:       772.67450 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 150.7255401611s, input_fired_time: 1.6207009554, output_fired_time: 1.1850199699, propagate_forward_time: 57.9752311707, propagate_backward_time: 86.9879074097, weight_update_time: 0.1391059607, other_time: 2.9566879272
epoch time: 12.3188591003s, input_fired_time: 0.1813310981, output_fired_time: 0.0000000000, propagate_forward_time: 11.6018495560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5356788635
validation[          , genome  7129] predictions:    9737/  10000 (97.37%), best:    9784/10000 (97.84%), error:       874.21399, best error:       772.67450 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 150.8356781006s, input_fired_time: 1.6255216599, output_fired_time: 1.1877194643, propagate_forward_time: 57.9598503113, propagate_backward_time: 87.0837173462, weight_update_time: 0.1392017156, other_time: 2.9788742065
epoch time: 12.3094186783s, input_fired_time: 0.1821545810, output_fired_time: 0.0000000000, propagate_forward_time: 11.5853300095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5419340134
validation[          , genome  7129] predictions:    9758/  10000 (97.58%), best:    9784/10000 (97.84%), error:       839.62695, best error:       772.67450 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 150.9003143311s, input_fired_time: 1.6236500740, output_fired_time: 1.1850910187, propagate_forward_time: 57.9754867554, propagate_backward_time: 87.1495056152, weight_update_time: 0.1389508545, other_time: 2.9665756226
epoch time: 12.3200054169s, input_fired_time: 0.1812296957, output_fired_time: 0.0000000000, propagate_forward_time: 11.5986433029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5401325226
validation[          , genome  7129] predictions:    9725/  10000 (97.25%), best:    9784/10000 (97.84%), error:       900.95728, best error:       772.67450 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 150.8688659668s, input_fired_time: 1.6228185892, output_fired_time: 1.1788229942, propagate_forward_time: 57.9894256592, propagate_backward_time: 87.1241531372, weight_update_time: 0.1386747062, other_time: 2.9536514282
epoch time: 12.3161811829s, input_fired_time: 0.1808280796, output_fired_time: 0.0000000000, propagate_forward_time: 11.5980024338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5373506546
validation[          , genome  7129] predictions:    9774/  10000 (97.74%), best:    9784/10000 (97.84%), error:       798.46710, best error:       772.67450 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 150.9465789795s, input_fired_time: 1.6246044636, output_fired_time: 1.1796772480, propagate_forward_time: 58.0209274292, propagate_backward_time: 87.1507949829, weight_update_time: 0.1390551329, other_time: 2.9705810547
epoch time: 12.3078269958s, input_fired_time: 0.1819609553, output_fired_time: 0.0000000000, propagate_forward_time: 11.5852355957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5406303406
validation[          , genome  7129] predictions:    9771/  10000 (97.71%), best:    9784/10000 (97.84%), error:       784.03619, best error:       772.67450 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 150.8451385498s, input_fired_time: 1.6303772926, output_fired_time: 1.1897772551, propagate_forward_time: 57.8930816650, propagate_backward_time: 87.1655349731, weight_update_time: 0.1395770013, other_time: 2.9663772583
epoch time: 12.2973012924s, input_fired_time: 0.1818040907, output_fired_time: 0.0000000000, propagate_forward_time: 11.5763816833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5391159058
validation[          , genome  7129] predictions:    9761/  10000 (97.61%), best:    9784/10000 (97.84%), error:       805.00409, best error:       772.67450 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 150.8648681641s, input_fired_time: 1.6302254200, output_fired_time: 1.1854343414, propagate_forward_time: 57.9018516541, propagate_backward_time: 87.1792144775, weight_update_time: 0.1403454840, other_time: 2.9681396484
epoch time: 12.2491245270s, input_fired_time: 0.1813739985, output_fired_time: 0.0000000000, propagate_forward_time: 11.5294942856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5382566452
validation[          , genome  7129] predictions:    9750/  10000 (97.50%), best:    9784/10000 (97.84%), error:       867.80792, best error:       772.67450 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 148.8694305420s, input_fired_time: 1.6140365601, output_fired_time: 1.1676803827, propagate_forward_time: 57.1653213501, propagate_backward_time: 85.9799118042, weight_update_time: 0.1378836036, other_time: 2.9424896240
epoch time: 12.3104457855s, input_fired_time: 0.1813728064, output_fired_time: 0.0000000000, propagate_forward_time: 11.5932092667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5358638763
validation[          , genome  7129] predictions:    9763/  10000 (97.63%), best:    9784/10000 (97.84%), error:       773.18463, best error:       772.67450 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 149.2759246826s, input_fired_time: 1.6201611757, output_fired_time: 1.1718710661, propagate_forward_time: 57.3411369324, propagate_backward_time: 86.1925277710, weight_update_time: 0.1385315359, other_time: 2.9502182007
epoch time: 11.9606008530s, input_fired_time: 0.1777008623, output_fired_time: 0.0000000000, propagate_forward_time: 11.2568197250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5260801315
validation[          , genome  7129] predictions:    9784/  10000 (97.84%), best:    9784/10000 (97.84%), error:       752.23633, best error:       752.23633 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 147.7285919189s, input_fired_time: 1.6030207872, output_fired_time: 1.1545540094, propagate_forward_time: 56.7959480286, propagate_backward_time: 85.2433700562, weight_update_time: 0.1365111768, other_time: 2.9316940308
epoch time: 11.4813671112s, input_fired_time: 0.1732630730, output_fired_time: 0.0000000000, propagate_forward_time: 10.7921953201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5159082413
validation[          , genome  7129] predictions:    9745/  10000 (97.45%), best:    9784/10000 (97.84%), error:       840.13892, best error:       752.23633 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 145.8731079102s, input_fired_time: 1.5984532833, output_fired_time: 1.1517038345, propagate_forward_time: 55.9928970337, propagate_backward_time: 84.2055282593, weight_update_time: 0.1355116516, other_time: 2.9245300293
epoch time: 12.2489109039s, input_fired_time: 0.1821766794, output_fired_time: 0.0000000000, propagate_forward_time: 11.5317249298, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5350093842
validation[          , genome  7129] predictions:    9773/  10000 (97.73%), best:    9784/10000 (97.84%), error:       804.51715, best error:       752.23633 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 149.1696319580s, input_fired_time: 1.6226297617, output_fired_time: 1.1646621227, propagate_forward_time: 57.4137916565, propagate_backward_time: 86.0202331543, weight_update_time: 0.1379536837, other_time: 2.9483184814
epoch time: 12.2897739410s, input_fired_time: 0.1822581291, output_fired_time: 0.0000000000, propagate_forward_time: 11.5787849426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5287303925
validation[          , genome  7129] predictions:    9786/  10000 (97.86%), best:    9786/10000 (97.86%), error:       726.72522, best error:       726.72522 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 146.4355926514s, input_fired_time: 1.6082803011, output_fired_time: 1.1504793167, propagate_forward_time: 56.2503662109, propagate_backward_time: 84.5013427734, weight_update_time: 0.1357226670, other_time: 2.9251251221
epoch time: 12.1116886139s, input_fired_time: 0.1796199381, output_fired_time: 0.0000000000, propagate_forward_time: 11.3977375031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5343313217
validation[          , genome  7129] predictions:    9758/  10000 (97.58%), best:    9786/10000 (97.86%), error:       800.20844, best error:       726.72522 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 147.7397918701s, input_fired_time: 1.6081420183, output_fired_time: 1.1617773771, propagate_forward_time: 56.7272796631, propagate_backward_time: 85.3105010986, weight_update_time: 0.1370231658, other_time: 2.9320983887
epoch time: 12.3231992722s, input_fired_time: 0.1834688038, output_fired_time: 0.0000000000, propagate_forward_time: 11.5989913940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5407390594
validation[          , genome  7129] predictions:    9773/  10000 (97.73%), best:    9786/10000 (97.86%), error:       749.91846, best error:       726.72522 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 150.0298767090s, input_fired_time: 1.6210881472, output_fired_time: 1.1645256281, propagate_forward_time: 57.6535911560, propagate_backward_time: 86.6334915161, weight_update_time: 0.1385830045, other_time: 2.9571762085
epoch time: 11.7834215164s, input_fired_time: 0.1775034368, output_fired_time: 0.0000000000, propagate_forward_time: 11.0808229446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5250949860
validation[          , genome  7129] predictions:    9790/  10000 (97.90%), best:    9786/10000 (97.86%), error:       756.13977, best error:       726.72522 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 145.0443572998s, input_fired_time: 1.5905232430, output_fired_time: 1.1398953199, propagate_forward_time: 55.7041358948, propagate_backward_time: 83.7096633911, weight_update_time: 0.1343198419, other_time: 2.9001388550
epoch time: 10.9637956619s, input_fired_time: 0.1670320332, output_fired_time: 0.0000000000, propagate_forward_time: 10.2956619263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5011014938
validation[          , genome  7129] predictions:    9711/  10000 (97.11%), best:    9786/10000 (97.86%), error:       909.51898, best error:       726.72522 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 149.0816192627s, input_fired_time: 1.6180353165, output_fired_time: 1.1681227684, propagate_forward_time: 57.2896881104, propagate_backward_time: 86.0729370117, weight_update_time: 0.1386532634, other_time: 2.9328308105
epoch time: 12.0278272629s, input_fired_time: 0.1793318689, output_fired_time: 0.0000000000, propagate_forward_time: 11.3167114258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5317840576
validation[          , genome  7129] predictions:    9789/  10000 (97.89%), best:    9786/10000 (97.86%), error:       739.85767, best error:       726.72522 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 147.9902496338s, input_fired_time: 1.6183496714, output_fired_time: 1.1640830040, propagate_forward_time: 56.8129844666, propagate_backward_time: 85.4619445801, weight_update_time: 0.1367896497, other_time: 2.9328918457
epoch time: 12.1873245239s, input_fired_time: 0.1832011491, output_fired_time: 0.0000000000, propagate_forward_time: 11.4663419724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5377817154
validation[          , genome  7129] predictions:    9754/  10000 (97.54%), best:    9786/10000 (97.86%), error:       858.87262, best error:       726.72522 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 149.4605102539s, input_fired_time: 1.6297744513, output_fired_time: 1.1816197634, propagate_forward_time: 57.3060569763, propagate_backward_time: 86.3895950317, weight_update_time: 0.1390738785, other_time: 2.9534530640
epoch time: 12.2089967728s, input_fired_time: 0.1827892512, output_fired_time: 0.0000000000, propagate_forward_time: 11.4905567169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5356512070
validation[          , genome  7129] predictions:    9750/  10000 (97.50%), best:    9786/10000 (97.86%), error:       794.69586, best error:       726.72522 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 148.4910278320s, input_fired_time: 1.6132673025, output_fired_time: 1.1558032036, propagate_forward_time: 57.1084022522, propagate_backward_time: 85.6841812134, weight_update_time: 0.1373673081, other_time: 2.9293746948
epoch time: 12.2492160797s, input_fired_time: 0.1814385056, output_fired_time: 0.0000000000, propagate_forward_time: 11.5349855423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5327920914
validation[          , genome  7129] predictions:    9710/  10000 (97.10%), best:    9786/10000 (97.86%), error:       887.70990, best error:       726.72522 on epoch:    60, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 147.0486602783s, input_fired_time: 1.6103606224, output_fired_time: 1.1522142887, propagate_forward_time: 56.4421615601, propagate_backward_time: 84.9136352539, weight_update_time: 0.1364365667, other_time: 2.9302749634
epoch time: 12.1681785583s, input_fired_time: 0.1813944429, output_fired_time: 0.0000000000, propagate_forward_time: 11.4526672363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5341167450
validation[          , genome  7129] predictions:    9787/  10000 (97.87%), best:    9786/10000 (97.86%), error:       755.94678, best error:       726.72522 on epoch:    60, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 147.7137908936s, input_fired_time: 1.6175314188, output_fired_time: 1.1652874947, propagate_forward_time: 56.7218055725, propagate_backward_time: 85.2846221924, weight_update_time: 0.1370572299, other_time: 2.9245452881
epoch time: 12.3202810287s, input_fired_time: 0.1847932339, output_fired_time: 0.0000000000, propagate_forward_time: 11.5965929031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5388946533
validation[          , genome  7129] predictions:    9763/  10000 (97.63%), best:    9786/10000 (97.86%), error:       839.22168, best error:       726.72522 on epoch:    60, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 147.1016998291s, input_fired_time: 1.6289633512, output_fired_time: 1.1761382818, propagate_forward_time: 56.7500801086, propagate_backward_time: 84.6423950195, weight_update_time: 0.1359630823, other_time: 2.9041290283
epoch time: 12.3250722885s, input_fired_time: 0.1835745275, output_fired_time: 0.0000000000, propagate_forward_time: 11.6035032272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5379943848
validation[          , genome  7129] predictions:    9793/  10000 (97.93%), best:    9786/10000 (97.86%), error:       745.48230, best error:       726.72522 on epoch:    60, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 150.7615966797s, input_fired_time: 1.6321069002, output_fired_time: 1.1376510859, propagate_forward_time: 57.7512931824, propagate_backward_time: 87.2587966919, weight_update_time: 0.1391494423, other_time: 2.9817428589
epoch time: 12.3221426010s, input_fired_time: 0.1845201850, output_fired_time: 0.0000000000, propagate_forward_time: 11.6017141342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5359086990
validation[          , genome  7129] predictions:    9780/  10000 (97.80%), best:    9786/10000 (97.86%), error:       739.80914, best error:       726.72522 on epoch:    60, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 150.7800903320s, input_fired_time: 1.6532915831, output_fired_time: 1.2030850649, propagate_forward_time: 58.1351547241, propagate_backward_time: 86.8486328125, weight_update_time: 0.1385899633, other_time: 2.9399337769
epoch time: 12.3255147934s, input_fired_time: 0.1845245808, output_fired_time: 0.0000000000, propagate_forward_time: 11.6049137115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5360765457
validation[          , genome  7129] predictions:    9745/  10000 (97.45%), best:    9786/10000 (97.86%), error:       852.34528, best error:       726.72522 on epoch:    60, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 150.7684783936s, input_fired_time: 1.6357331276, output_fired_time: 1.1384721994, propagate_forward_time: 57.7520217896, propagate_backward_time: 87.2581939697, weight_update_time: 0.1391839832, other_time: 2.9840621948
epoch time: 12.3245077133s, input_fired_time: 0.1851138473, output_fired_time: 0.0000000000, propagate_forward_time: 11.6031427383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5362510681
validation[          , genome  7129] predictions:    9769/  10000 (97.69%), best:    9786/10000 (97.86%), error:       805.35065, best error:       726.72522 on epoch:    60, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 150.5881195068s, input_fired_time: 1.6473180056, output_fired_time: 1.1884626150, propagate_forward_time: 58.0268554688, propagate_backward_time: 86.7810363770, weight_update_time: 0.1386427134, other_time: 2.9444427490
epoch time: 12.3114404678s, input_fired_time: 0.1900492907, output_fired_time: 0.0000000000, propagate_forward_time: 11.5895462036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5318450928
validation[          , genome  7129] predictions:    9780/  10000 (97.80%), best:    9786/10000 (97.86%), error:       751.80121, best error:       726.72522 on epoch:    60, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 150.6522064209s, input_fired_time: 1.6417293549, output_fired_time: 1.1781822443, propagate_forward_time: 57.9653930664, propagate_backward_time: 86.8923721313, weight_update_time: 0.1391858011, other_time: 2.9745407104
epoch time: 12.3311271667s, input_fired_time: 0.1857869774, output_fired_time: 0.0000000000, propagate_forward_time: 11.6085481644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5367918015
validation[          , genome  7129] predictions:    9756/  10000 (97.56%), best:    9786/10000 (97.86%), error:       802.56567, best error:       726.72522 on epoch:    60, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 149.4392700195s, input_fired_time: 1.6297203302, output_fired_time: 1.1619060040, propagate_forward_time: 57.4955291748, propagate_backward_time: 86.2043838501, weight_update_time: 0.1381659508, other_time: 2.9477310181
epoch time: 12.2412643433s, input_fired_time: 0.1849821061, output_fired_time: 0.0000000000, propagate_forward_time: 11.5176486969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5386333466
validation[          , genome  7129] predictions:    9772/  10000 (97.72%), best:    9786/10000 (97.86%), error:       773.13239, best error:       726.72522 on epoch:    60, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 149.2097778320s, input_fired_time: 1.6348778009, output_fired_time: 1.1700397730, propagate_forward_time: 57.2536010742, propagate_backward_time: 86.1881256104, weight_update_time: 0.1390076727, other_time: 2.9631347656
epoch time: 12.3311491013s, input_fired_time: 0.1843107492, output_fired_time: 0.0000000000, propagate_forward_time: 11.6071853638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5396528244
validation[          , genome  7129] predictions:    9734/  10000 (97.34%), best:    9786/10000 (97.86%), error:       883.28107, best error:       726.72522 on epoch:    60, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 150.9459686279s, input_fired_time: 1.6509975195, output_fired_time: 1.1792877913, propagate_forward_time: 58.0040435791, propagate_backward_time: 87.1369476318, weight_update_time: 0.1393281668, other_time: 2.9746856689
epoch time: 12.3339815140s, input_fired_time: 0.1872141361, output_fired_time: 0.0000000000, propagate_forward_time: 11.6058464050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5409212112
validation[          , genome  7129] predictions:    9767/  10000 (97.67%), best:    9786/10000 (97.86%), error:       769.50433, best error:       726.72522 on epoch:    60, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 150.8938293457s, input_fired_time: 1.6479347944, output_fired_time: 1.1783111095, propagate_forward_time: 57.9595718384, propagate_backward_time: 87.1332168579, weight_update_time: 0.1396374702, other_time: 2.9747924805
epoch time: 12.1936483383s, input_fired_time: 0.1820309609, output_fired_time: 0.0000000000, propagate_forward_time: 11.4735059738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5381116867
validation[          , genome  7129] predictions:    9692/  10000 (96.92%), best:    9786/10000 (97.86%), error:      1009.17432, best error:       726.72522 on epoch:    60, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 149.4603729248s, input_fired_time: 1.6403923035, output_fired_time: 1.1738168001, propagate_forward_time: 57.4242210388, propagate_backward_time: 86.2577285767, weight_update_time: 0.1383472383, other_time: 2.9642105103
epoch time: 12.3246355057s, input_fired_time: 0.1868640631, output_fired_time: 0.0000000000, propagate_forward_time: 11.5983438492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5394277573
validation[          , genome  7129] predictions:    9771/  10000 (97.71%), best:    9786/10000 (97.86%), error:       768.26538, best error:       726.72522 on epoch:    60, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 150.3917846680s, input_fired_time: 1.6421669722, output_fired_time: 1.1736929417, propagate_forward_time: 57.8111763000, propagate_backward_time: 86.7903518677, weight_update_time: 0.1390429735, other_time: 2.9744033813
epoch time: 12.3107004166s, input_fired_time: 0.1859483570, output_fired_time: 0.0000000000, propagate_forward_time: 11.5828781128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5418739319
validation[          , genome  7129] predictions:    9776/  10000 (97.76%), best:    9786/10000 (97.86%), error:       780.80255, best error:       726.72522 on epoch:    60, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 150.9834289551s, input_fired_time: 1.6498565674, output_fired_time: 1.1836479902, propagate_forward_time: 57.9422645569, propagate_backward_time: 87.2354431152, weight_update_time: 0.1400513649, other_time: 2.9722137451
epoch time: 12.3332061768s, input_fired_time: 0.1862334907, output_fired_time: 0.0000000000, propagate_forward_time: 11.6059331894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5410394669
validation[          , genome  7129] predictions:    9744/  10000 (97.44%), best:    9786/10000 (97.86%), error:       824.86353, best error:       726.72522 on epoch:    60, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 150.6291198730s, input_fired_time: 1.6503291130, output_fired_time: 1.1812975407, propagate_forward_time: 57.7911071777, propagate_backward_time: 87.0527648926, weight_update_time: 0.1396562606, other_time: 2.9536132812
epoch time: 12.3326168060s, input_fired_time: 0.1870417297, output_fired_time: 0.0000000000, propagate_forward_time: 11.6061935425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5393819809
validation[          , genome  7129] predictions:    9760/  10000 (97.60%), best:    9786/10000 (97.86%), error:       821.14008, best error:       726.72522 on epoch:    60, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 151.0196990967s, input_fired_time: 1.6534838676, output_fired_time: 1.1838403940, propagate_forward_time: 57.9776763916, propagate_backward_time: 87.2460632324, weight_update_time: 0.1401794404, other_time: 2.9586334229
epoch time: 12.3206825256s, input_fired_time: 0.1854879707, output_fired_time: 0.0000000000, propagate_forward_time: 11.5997343063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5354604721
validation[          , genome  7129] predictions:    9736/  10000 (97.36%), best:    9786/10000 (97.86%), error:       853.88989, best error:       726.72522 on epoch:    60, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 147.4683380127s, input_fired_time: 1.6254415512, output_fired_time: 1.1572811604, propagate_forward_time: 56.6803207397, propagate_backward_time: 85.0809173584, weight_update_time: 0.1361791492, other_time: 2.9243698120
epoch time: 12.3238058090s, input_fired_time: 0.1880808324, output_fired_time: 0.0000000000, propagate_forward_time: 11.5966873169, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5390377045
validation[          , genome  7129] predictions:    9766/  10000 (97.66%), best:    9786/10000 (97.86%), error:       774.68622, best error:       726.72522 on epoch:    60, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 143.6238861084s, input_fired_time: 1.5953407288, output_fired_time: 1.1284435987, propagate_forward_time: 55.1932525635, propagate_backward_time: 82.8179244995, weight_update_time: 0.1335609257, other_time: 2.8889236450
epoch time: 12.3293209076s, input_fired_time: 0.1862107664, output_fired_time: 0.0000000000, propagate_forward_time: 11.6049327850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5381774902
validation[          , genome  7129] predictions:    9779/  10000 (97.79%), best:    9786/10000 (97.86%), error:       803.25330, best error:       726.72522 on epoch:    60, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 149.1855316162s, input_fired_time: 1.6452267170, output_fired_time: 1.1707186699, propagate_forward_time: 57.2876358032, propagate_backward_time: 86.1393585205, weight_update_time: 0.1384811252, other_time: 2.9425888062
epoch time: 12.3213453293s, input_fired_time: 0.1873700470, output_fired_time: 0.0000000000, propagate_forward_time: 11.5965700150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5374050140
validation[          , genome  7129] predictions:    9758/  10000 (97.58%), best:    9786/10000 (97.86%), error:       787.14166, best error:       726.72522 on epoch:    60, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 149.7486572266s, input_fired_time: 1.6460437775, output_fired_time: 1.1788281202, propagate_forward_time: 57.4593544006, propagate_backward_time: 86.5161972046, weight_update_time: 0.1388981491, other_time: 2.9482345581
epoch time: 12.3428707123s, input_fired_time: 0.1862905771, output_fired_time: 0.0000000000, propagate_forward_time: 11.6169891357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5395908356
validation[          , genome  7129] predictions:    9742/  10000 (97.42%), best:    9786/10000 (97.86%), error:       882.37567, best error:       726.72522 on epoch:    60, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 150.8017272949s, input_fired_time: 1.6505801678, output_fired_time: 1.1778540611, propagate_forward_time: 57.8961067200, propagate_backward_time: 87.1127395630, weight_update_time: 0.1399136931, other_time: 2.9644546509
epoch time: 12.3302736282s, input_fired_time: 0.1878779083, output_fired_time: 0.0000000000, propagate_forward_time: 11.6045103073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5378856659
validation[          , genome  7129] predictions:    9758/  10000 (97.58%), best:    9786/10000 (97.86%), error:       817.77484, best error:       726.72522 on epoch:    60, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 149.1075897217s, input_fired_time: 1.6373754740, output_fired_time: 1.1623759270, propagate_forward_time: 57.3160896301, propagate_backward_time: 86.0565643311, weight_update_time: 0.1385639906, other_time: 2.9351959229
epoch time: 12.3343210220s, input_fired_time: 0.1859637201, output_fired_time: 0.0000000000, propagate_forward_time: 11.6089582443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5393991470
validation[          , genome  7129] predictions:    9591/  10000 (95.91%), best:    9786/10000 (97.86%), error:      1333.09314, best error:       726.72522 on epoch:    60, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 150.6100463867s, input_fired_time: 1.6520619392, output_fired_time: 1.1832537651, propagate_forward_time: 57.8645896912, propagate_backward_time: 86.9465026855, weight_update_time: 0.1391487122, other_time: 2.9636230469
epoch time: 12.3055381775s, input_fired_time: 0.1870101541, output_fired_time: 0.0000000000, propagate_forward_time: 11.5782251358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5403032303
validation[          , genome  7129] predictions:    9760/  10000 (97.60%), best:    9786/10000 (97.86%), error:       848.15442, best error:       726.72522 on epoch:    60, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 147.8026123047s, input_fired_time: 1.6356405020, output_fired_time: 1.1598129272, propagate_forward_time: 56.7371063232, propagate_backward_time: 85.3367156982, weight_update_time: 0.1368963718, other_time: 2.9333496094
epoch time: 12.3246307373s, input_fired_time: 0.1893201172, output_fired_time: 0.0000000000, propagate_forward_time: 11.5975246429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5377855301
validation[          , genome  7129] predictions:    9729/  10000 (97.29%), best:    9786/10000 (97.86%), error:       924.24469, best error:       726.72522 on epoch:    60, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 149.7224273682s, input_fired_time: 1.6494159698, output_fired_time: 1.1720455885, propagate_forward_time: 57.5199127197, propagate_backward_time: 86.4331893921, weight_update_time: 0.1382184029, other_time: 2.9478683472
epoch time: 12.3137979507s, input_fired_time: 0.1868380904, output_fired_time: 0.0000000000, propagate_forward_time: 11.5890159607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5379438400
validation[          , genome  7129] predictions:    9764/  10000 (97.64%), best:    9786/10000 (97.86%), error:       847.42377, best error:       726.72522 on epoch:    60, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 148.1368255615s, input_fired_time: 1.6398389339, output_fired_time: 1.1632604599, propagate_forward_time: 56.8690910339, propagate_backward_time: 85.5379638672, weight_update_time: 0.1372922659, other_time: 2.9266815186
epoch time: 12.0890932083s, input_fired_time: 0.1863878816, output_fired_time: 0.0000000000, propagate_forward_time: 11.3692598343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5334453583
validation[          , genome  7129] predictions:    9782/  10000 (97.82%), best:    9786/10000 (97.86%), error:       776.87897, best error:       726.72522 on epoch:    60, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 148.5346374512s, input_fired_time: 1.6422915459, output_fired_time: 1.1598778963, propagate_forward_time: 57.1817398071, propagate_backward_time: 85.6089401245, weight_update_time: 0.1373547018, other_time: 2.9417877197
epoch time: 12.2346353531s, input_fired_time: 0.1871353388, output_fired_time: 0.0000000000, propagate_forward_time: 11.5115909576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5359086990
validation[          , genome  7129] predictions:    9745/  10000 (97.45%), best:    9786/10000 (97.86%), error:       879.67133, best error:       726.72522 on epoch:    60, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 150.6554870605s, input_fired_time: 1.6567904949, output_fired_time: 1.1828346252, propagate_forward_time: 57.8019866943, propagate_backward_time: 87.0454940796, weight_update_time: 0.1392026544, other_time: 2.9683914185
epoch time: 12.3497953415s, input_fired_time: 0.1882689297, output_fired_time: 0.0000000000, propagate_forward_time: 11.6237220764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5378046036
validation[          , genome  7129] predictions:    9731/  10000 (97.31%), best:    9786/10000 (97.86%), error:       922.17133, best error:       726.72522 on epoch:    60, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 150.5637207031s, input_fired_time: 1.6561762094, output_fired_time: 1.1720223427, propagate_forward_time: 57.8444175720, propagate_backward_time: 86.9277801514, weight_update_time: 0.1395897269, other_time: 2.9633178711
epoch time: 12.3519430161s, input_fired_time: 0.1893503517, output_fired_time: 0.0000000000, propagate_forward_time: 11.6195278168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5430650711
validation[          , genome  7129] predictions:    9784/  10000 (97.84%), best:    9786/10000 (97.86%), error:       763.13965, best error:       726.72522 on epoch:    60, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 150.1407165527s, input_fired_time: 1.6521463394, output_fired_time: 1.1740233898, propagate_forward_time: 57.7165985107, propagate_backward_time: 86.6464538574, weight_update_time: 0.1386176497, other_time: 2.9514923096
epoch time: 12.3266525269s, input_fired_time: 0.1866999418, output_fired_time: 0.0000000000, propagate_forward_time: 11.5970869064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5428657532
validation[          , genome  7129] predictions:    9762/  10000 (97.62%), best:    9786/10000 (97.86%), error:       812.57111, best error:       726.72522 on epoch:    60, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 149.2799377441s, input_fired_time: 1.6402951479, output_fired_time: 1.1589835882, propagate_forward_time: 57.4156990051, propagate_backward_time: 86.1205749512, weight_update_time: 0.1389898211, other_time: 2.9443969727
epoch time: 12.2044935226s, input_fired_time: 0.1890932769, output_fired_time: 0.0000000000, propagate_forward_time: 11.4761314392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5392684937
validation[          , genome  7129] predictions:    9771/  10000 (97.71%), best:    9786/10000 (97.86%), error:       824.60034, best error:       726.72522 on epoch:    60, 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: 60.6187591553s, input_fired_time: 0.9153541923, output_fired_time: 0.0000000000, propagate_forward_time: 56.9804229736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.7229804993
best training[          , genome  7129] predictions:   49557/  50000 (99.11%), best:    9786/10000 (97.86%), error:      1673.26672, best error:       726.72522 on epoch:    60, 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: 12.3544111252s, input_fired_time: 0.1822401881, output_fired_time: 0.0000000000, propagate_forward_time: 11.6288022995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5433683395
   testing[          , genome  7129] predictions:    9793/  10000 (97.93%), best:    9786/10000 (97.86%), error:       685.55609, best error:       726.72522 on epoch:    60, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
01:32:16 (73014): called boinc_finish(0)

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