Nameexact_genome_1512568488_45_6589_0
Workunit2604196
Created7 Dec 2017, 20:49:10 UTC
Sent7 Dec 2017, 20:50:25 UTC
Report deadline20 Dec 2017, 15:07:10 UTC
Received8 Dec 2017, 7:02:24 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time3 hours 37 min 21 sec
CPU time3 hours 37 min 17 sec
Validate stateValid
Credit3,190.41
Device peak FLOPS4.03 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size153.46 MB
Peak swap size155.34 MB
Peak disk usage1.64 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
 117.5722122192s, input_fired_time: 1.4214570522, output_fired_time: 0.8634362817, propagate_forward_time: 45.6605491638, propagate_backward_time: 67.2972030640, weight_update_time: 0.1177987233, other_time: 2.3295669556
epoch time: 9.8003416061s, input_fired_time: 0.1525453329, output_fired_time: 0.0000000000, propagate_forward_time: 9.2441158295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4036808014
validation[          , genome  6589] predictions:    9704/  10000 (97.04%), best:    9750/10000 (97.50%), error:       904.59564, best error:       843.58472 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 115.7445907593s, input_fired_time: 1.4248220921, output_fired_time: 0.8525704741, propagate_forward_time: 44.9516677856, propagate_backward_time: 66.1248550415, weight_update_time: 0.1189656034, other_time: 2.3906784058
epoch time: 9.5095386505s, input_fired_time: 0.1503447145, output_fired_time: 0.0000000000, propagate_forward_time: 8.9413824081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4178113937
validation[          , genome  6589] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       809.00006, best error:       809.00006 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 115.5707397461s, input_fired_time: 1.4062005281, output_fired_time: 0.8507906795, propagate_forward_time: 44.8992996216, propagate_backward_time: 66.1111373901, weight_update_time: 0.1178463772, other_time: 2.3033065796
epoch time: 9.4605369568s, input_fired_time: 0.1494134218, output_fired_time: 0.0000000000, propagate_forward_time: 8.9179229736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3932008743
validation[          , genome  6589] predictions:    9718/  10000 (97.18%), best:    9746/10000 (97.46%), error:       906.16986, best error:       809.00006 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 117.8148040771s, input_fired_time: 1.4276309013, output_fired_time: 0.8642212152, propagate_forward_time: 45.8166122437, propagate_backward_time: 67.3848114014, weight_update_time: 0.1192305088, other_time: 2.3215332031
epoch time: 9.6250944138s, input_fired_time: 0.1554804146, output_fired_time: 0.0000000000, propagate_forward_time: 9.0605602264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4090538025
validation[          , genome  6589] predictions:    9748/  10000 (97.48%), best:    9746/10000 (97.46%), error:       827.33093, best error:       809.00006 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 118.2545089722s, input_fired_time: 1.4257873297, output_fired_time: 0.8653886914, propagate_forward_time: 45.9693565369, propagate_backward_time: 67.6912689209, weight_update_time: 0.1202055365, other_time: 2.3027038574
epoch time: 9.4555521011s, input_fired_time: 0.1501530409, output_fired_time: 0.0000000000, propagate_forward_time: 8.9110021591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3943967819
validation[          , genome  6589] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       800.85626, best error:       800.85626 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 118.1761322021s, input_fired_time: 1.4358495474, output_fired_time: 0.8644649982, propagate_forward_time: 45.9424018860, propagate_backward_time: 67.5405426025, weight_update_time: 0.1124636158, other_time: 2.3928680420
epoch time: 9.4905996323s, input_fired_time: 0.1502418071, output_fired_time: 0.0000000000, propagate_forward_time: 8.9125356674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4278221130
validation[          , genome  6589] predictions:    9744/  10000 (97.44%), best:    9752/10000 (97.52%), error:       808.68835, best error:       800.85626 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 117.1545028687s, input_fired_time: 1.4262886047, output_fired_time: 0.8612200022, propagate_forward_time: 45.5333137512, propagate_backward_time: 67.0242614746, weight_update_time: 0.1089463159, other_time: 2.3094177246
epoch time: 9.4728298187s, input_fired_time: 0.1509058028, output_fired_time: 0.0000000000, propagate_forward_time: 8.9224739075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3994503021
validation[          , genome  6589] predictions:    9728/  10000 (97.28%), best:    9752/10000 (97.52%), error:       890.03033, best error:       800.85626 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 114.5620422363s, input_fired_time: 1.4066300392, output_fired_time: 0.8432564139, propagate_forward_time: 44.5312995911, propagate_backward_time: 65.5385208130, weight_update_time: 0.1066341624, other_time: 2.2423324585
epoch time: 9.6394262314s, input_fired_time: 0.1556957960, output_fired_time: 0.0000000000, propagate_forward_time: 9.0859231949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3978071213
validation[          , genome  6589] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       784.45184, best error:       784.45184 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 117.0524291992s, input_fired_time: 1.4264830351, output_fired_time: 0.8588361740, propagate_forward_time: 45.5722808838, propagate_backward_time: 66.9221878052, weight_update_time: 0.1085780635, other_time: 2.2726440430
epoch time: 9.4554071426s, input_fired_time: 0.1501410902, output_fired_time: 0.0000000000, propagate_forward_time: 8.9155092239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3897571564
validation[          , genome  6589] predictions:    9756/  10000 (97.56%), best:    9759/10000 (97.59%), error:       791.62762, best error:       784.45184 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 116.5785140991s, input_fired_time: 1.4230673313, output_fired_time: 0.8597448468, propagate_forward_time: 45.2957649231, propagate_backward_time: 66.7472381592, weight_update_time: 0.1087536365, other_time: 2.2527008057
epoch time: 9.4514017105s, input_fired_time: 0.1507338136, output_fired_time: 0.0000000000, propagate_forward_time: 8.9112482071, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3894195557
validation[          , genome  6589] predictions:    9732/  10000 (97.32%), best:    9759/10000 (97.59%), error:       915.48987, best error:       784.45184 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 119.3569869995s, input_fired_time: 1.4270098209, output_fired_time: 0.8714646101, propagate_forward_time: 46.5316658020, propagate_backward_time: 68.2457504272, weight_update_time: 0.1103887409, other_time: 2.2810897827
epoch time: 9.4395484924s, input_fired_time: 0.1465019286, output_fired_time: 0.0000000000, propagate_forward_time: 8.9080581665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3849887848
validation[          , genome  6589] predictions:    9756/  10000 (97.56%), best:    9759/10000 (97.59%), error:       833.78442, best error:       784.45184 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 114.9061737061s, input_fired_time: 1.3927372694, output_fired_time: 0.8476752043, propagate_forward_time: 44.6487655640, propagate_backward_time: 65.8195343018, weight_update_time: 0.1068187281, other_time: 2.1974639893
epoch time: 9.4494276047s, input_fired_time: 0.1497776210, output_fired_time: 0.0000000000, propagate_forward_time: 8.9118185043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3878316879
validation[          , genome  6589] predictions:    9765/  10000 (97.65%), best:    9759/10000 (97.59%), error:       802.86591, best error:       784.45184 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 116.2450866699s, input_fired_time: 1.4174398184, output_fired_time: 0.8524985909, propagate_forward_time: 45.2314376831, propagate_backward_time: 66.5304870605, weight_update_time: 0.1078713238, other_time: 2.2132186890
epoch time: 9.4523792267s, input_fired_time: 0.1503487825, output_fired_time: 0.0000000000, propagate_forward_time: 8.9168338776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3851966858
validation[          , genome  6589] predictions:    9720/  10000 (97.20%), best:    9759/10000 (97.59%), error:       892.83514, best error:       784.45184 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 117.2219314575s, input_fired_time: 1.4131577015, output_fired_time: 0.8566913605, propagate_forward_time: 45.6661796570, propagate_backward_time: 67.0700531006, weight_update_time: 0.1088051200, other_time: 2.2158508301
epoch time: 9.4554224014s, input_fired_time: 0.1495916694, output_fired_time: 0.0000000000, propagate_forward_time: 8.9206323624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3851985931
validation[          , genome  6589] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       782.23468, best error:       782.23468 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 115.2375335693s, input_fired_time: 1.3976595402, output_fired_time: 0.8429795504, propagate_forward_time: 44.8237228394, propagate_backward_time: 66.0025253296, weight_update_time: 0.1070755944, other_time: 2.1706466675
epoch time: 9.4254140854s, input_fired_time: 0.1446575075, output_fired_time: 0.0000000000, propagate_forward_time: 8.9049053192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3758516312
validation[          , genome  6589] predictions:    9735/  10000 (97.35%), best:    9764/10000 (97.64%), error:       820.94318, best error:       782.23468 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 116.9111938477s, input_fired_time: 1.4122924805, output_fired_time: 0.8526051641, propagate_forward_time: 45.4793357849, propagate_backward_time: 66.9700927734, weight_update_time: 0.1085454449, other_time: 2.1968688965
epoch time: 9.9198789597s, input_fired_time: 0.1555985510, output_fired_time: 0.0000000000, propagate_forward_time: 9.3625307083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4017496109
validation[          , genome  6589] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       764.87891, best error:       764.87891 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 115.9592514038s, input_fired_time: 1.4091323614, output_fired_time: 0.8537364006, propagate_forward_time: 45.1035842896, propagate_backward_time: 66.3908691406, weight_update_time: 0.1081905589, other_time: 2.2019271851
epoch time: 9.4451198578s, input_fired_time: 0.1468993723, output_fired_time: 0.0000000000, propagate_forward_time: 8.9110670090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3871536255
validation[          , genome  6589] predictions:    9738/  10000 (97.38%), best:    9769/10000 (97.69%), error:       823.24945, best error:       764.87891 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 116.7037429810s, input_fired_time: 1.4168876410, output_fired_time: 0.8507470489, propagate_forward_time: 45.3827972412, propagate_backward_time: 66.8527755737, weight_update_time: 0.1087367162, other_time: 2.2005386353
epoch time: 9.4565868378s, input_fired_time: 0.1495020539, output_fired_time: 0.0000000000, propagate_forward_time: 8.9137458801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3933391571
validation[          , genome  6589] predictions:    9683/  10000 (96.83%), best:    9769/10000 (97.69%), error:       982.32147, best error:       764.87891 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 116.6569595337s, input_fired_time: 1.4011892080, output_fired_time: 0.8591645956, propagate_forward_time: 45.2904014587, propagate_backward_time: 66.9324264526, weight_update_time: 0.1077327430, other_time: 2.1737747192
epoch time: 9.4834089279s, input_fired_time: 0.1478358507, output_fired_time: 0.0000000000, propagate_forward_time: 8.9562149048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3793582916
validation[          , genome  6589] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       746.46472, best error:       746.46472 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 117.6507644653s, input_fired_time: 1.4256273508, output_fired_time: 0.8547720909, propagate_forward_time: 45.7711677551, propagate_backward_time: 67.3726196289, weight_update_time: 0.1105426326, other_time: 2.2265777588
epoch time: 9.7400960922s, input_fired_time: 0.1583089381, output_fired_time: 0.0000000000, propagate_forward_time: 9.1675405502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4142465591
validation[          , genome  6589] predictions:    9674/  10000 (96.74%), best:    9764/10000 (97.64%), error:      1047.60547, best error:       746.46472 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 120.8968353271s, input_fired_time: 1.5194054842, output_fired_time: 0.8859331608, propagate_forward_time: 47.0061035156, propagate_backward_time: 69.0283889771, weight_update_time: 0.1217426360, other_time: 2.4570007324
epoch time: 10.0059032440s, input_fired_time: 0.1687303632, output_fired_time: 0.0000000000, propagate_forward_time: 9.4159326553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4212398529
validation[          , genome  6589] predictions:    9749/  10000 (97.49%), best:    9764/10000 (97.64%), error:       823.38019, best error:       746.46472 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 120.4036178589s, input_fired_time: 1.5348074436, output_fired_time: 0.8903852701, propagate_forward_time: 46.6822013855, propagate_backward_time: 68.8182754517, weight_update_time: 0.1213443652, other_time: 2.4779434204
epoch time: 10.0045413971s, input_fired_time: 0.1697097570, output_fired_time: 0.0000000000, propagate_forward_time: 9.4005460739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4342851639
validation[          , genome  6589] predictions:    9765/  10000 (97.65%), best:    9764/10000 (97.64%), error:       809.13580, best error:       746.46472 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 122.8519515991s, input_fired_time: 1.5160501003, output_fired_time: 0.9036665559, propagate_forward_time: 47.6661987305, propagate_backward_time: 70.3004989624, weight_update_time: 0.1229146421, other_time: 2.4655380249
epoch time: 10.2401657104s, input_fired_time: 0.1640057862, output_fired_time: 0.0000000000, propagate_forward_time: 9.6414871216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4346723557
validation[          , genome  6589] predictions:    9740/  10000 (97.40%), best:    9764/10000 (97.64%), error:       880.79980, best error:       746.46472 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 119.9328231812s, input_fired_time: 1.4738976955, output_fired_time: 0.8840808868, propagate_forward_time: 46.6565666199, propagate_backward_time: 68.5069808960, weight_update_time: 0.1205393374, other_time: 2.4112930298
epoch time: 9.6912889481s, input_fired_time: 0.1575841159, output_fired_time: 0.0000000000, propagate_forward_time: 9.1276969910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4060077667
validation[          , genome  6589] predictions:    9691/  10000 (96.91%), best:    9764/10000 (97.64%), error:      1039.17627, best error:       746.46472 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 119.9620056152s, input_fired_time: 1.4820910692, output_fired_time: 0.8809702992, propagate_forward_time: 46.5109672546, propagate_backward_time: 68.6631927490, weight_update_time: 0.1206795797, other_time: 2.4247741699
epoch time: 9.7141208649s, input_fired_time: 0.1599013805, output_fired_time: 0.0000000000, propagate_forward_time: 9.1452655792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4089536667
validation[          , genome  6589] predictions:    9722/  10000 (97.22%), best:    9764/10000 (97.64%), error:       882.45300, best error:       746.46472 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 119.5058517456s, input_fired_time: 1.4699419737, output_fired_time: 0.8841509223, propagate_forward_time: 46.4063682556, propagate_backward_time: 68.3283691406, weight_update_time: 0.1193793938, other_time: 2.4170227051
epoch time: 9.4797515869s, input_fired_time: 0.1522684544, output_fired_time: 0.0000000000, propagate_forward_time: 8.9331159592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3943672180
validation[          , genome  6589] predictions:    9757/  10000 (97.57%), best:    9764/10000 (97.64%), error:       815.86188, best error:       746.46472 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 118.5923461914s, input_fired_time: 1.4469271898, output_fired_time: 0.8738580942, propagate_forward_time: 45.9733772278, propagate_backward_time: 67.9076690674, weight_update_time: 0.1111010537, other_time: 2.3905181885
epoch time: 9.7449579239s, input_fired_time: 0.1578186452, output_fired_time: 0.0000000000, propagate_forward_time: 9.1568155289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4303236008
validation[          , genome  6589] predictions:    9769/  10000 (97.69%), best:    9764/10000 (97.64%), error:       827.39795, best error:       746.46472 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 119.9053192139s, input_fired_time: 1.4457013607, output_fired_time: 0.8775113225, propagate_forward_time: 46.6491012573, propagate_backward_time: 68.6343231201, weight_update_time: 0.1100929230, other_time: 2.2986831665
epoch time: 9.7749147415s, input_fired_time: 0.1544305086, output_fired_time: 0.0000000000, propagate_forward_time: 9.2070140839, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4134702682
validation[          , genome  6589] predictions:    9762/  10000 (97.62%), best:    9764/10000 (97.64%), error:       780.23407, best error:       746.46472 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 118.2760162354s, input_fired_time: 1.4225029945, output_fired_time: 0.8678516150, propagate_forward_time: 46.0067138672, propagate_backward_time: 67.7526168823, weight_update_time: 0.1088321730, other_time: 2.2263336182
epoch time: 9.8285894394s, input_fired_time: 0.1525255591, output_fired_time: 0.0000000000, propagate_forward_time: 9.2822570801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3938064575
validation[          , genome  6589] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       741.47699, best error:       741.47699 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 120.5374908447s, input_fired_time: 1.4380562305, output_fired_time: 0.8819527626, propagate_forward_time: 47.0146751404, propagate_backward_time: 68.9820785522, weight_update_time: 0.1099689081, other_time: 2.2207260132
epoch time: 9.5000076294s, input_fired_time: 0.1580791324, output_fired_time: 0.0000000000, propagate_forward_time: 8.9382934570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4036350250
validation[          , genome  6589] predictions:    9765/  10000 (97.65%), best:    9766/10000 (97.66%), error:       788.28961, best error:       741.47699 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 117.1591873169s, input_fired_time: 1.4565852880, output_fired_time: 0.8621089458, propagate_forward_time: 45.3944702148, propagate_backward_time: 67.0448379517, weight_update_time: 0.1185326874, other_time: 2.4011840820
epoch time: 10.2790489197s, input_fired_time: 0.1656914055, output_fired_time: 0.0000000000, propagate_forward_time: 9.6965560913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4168014526
validation[          , genome  6589] predictions:    9747/  10000 (97.47%), best:    9766/10000 (97.66%), error:       791.43689, best error:       741.47699 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 120.6572799683s, input_fired_time: 1.4382166862, output_fired_time: 0.8864461780, propagate_forward_time: 46.9696197510, propagate_backward_time: 69.1076812744, weight_update_time: 0.1119072959, other_time: 2.2553176880
epoch time: 9.7703619003s, input_fired_time: 0.1534033120, output_fired_time: 0.0000000000, propagate_forward_time: 9.2191267014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3978319168
validation[          , genome  6589] predictions:    9788/  10000 (97.88%), best:    9788/10000 (97.88%), error:       709.20361, best error:       709.20361 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 119.4455718994s, input_fired_time: 1.4282486439, output_fired_time: 0.8775189519, propagate_forward_time: 46.5859107971, propagate_backward_time: 68.3293228149, weight_update_time: 0.1109620035, other_time: 2.2245712280
epoch time: 9.4838037491s, input_fired_time: 0.1487306058, output_fired_time: 0.0000000000, propagate_forward_time: 8.9491109848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3859624863
validation[          , genome  6589] predictions:    9759/  10000 (97.59%), best:    9788/10000 (97.88%), error:       774.87628, best error:       709.20361 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 116.4973602295s, input_fired_time: 1.4108659029, output_fired_time: 0.8580006361, propagate_forward_time: 45.2389945984, propagate_backward_time: 66.8075637817, weight_update_time: 0.1083251983, other_time: 2.1819381714
epoch time: 9.7662858963s, input_fired_time: 0.1530675888, output_fired_time: 0.0000000000, propagate_forward_time: 9.2244567871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3887615204
validation[          , genome  6589] predictions:    9795/  10000 (97.95%), best:    9795/10000 (97.95%), error:       679.18695, best error:       679.18695 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 118.9766387939s, input_fired_time: 1.4178985357, output_fired_time: 0.8749065399, propagate_forward_time: 46.2969665527, propagate_backward_time: 68.1965789795, weight_update_time: 0.1098582596, other_time: 2.1902847290
epoch time: 9.4666404724s, input_fired_time: 0.1470865309, output_fired_time: 0.0000000000, propagate_forward_time: 8.9420394897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3775148392
validation[          , genome  6589] predictions:    9743/  10000 (97.43%), best:    9795/10000 (97.95%), error:       866.56671, best error:       679.18695 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 118.7420806885s, input_fired_time: 1.4170906544, output_fired_time: 0.8729242086, propagate_forward_time: 46.1773605347, propagate_backward_time: 68.0797119141, weight_update_time: 0.1108719930, other_time: 2.1949920654
epoch time: 9.4957332611s, input_fired_time: 0.1516038626, output_fired_time: 0.0000000000, propagate_forward_time: 8.9585218430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3856077194
validation[          , genome  6589] predictions:    9769/  10000 (97.69%), best:    9795/10000 (97.95%), error:       783.67218, best error:       679.18695 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 120.0258178711s, input_fired_time: 1.4383246899, output_fired_time: 0.8816213012, propagate_forward_time: 46.8708801270, propagate_backward_time: 68.6027679443, weight_update_time: 0.1098182201, other_time: 2.2322235107
epoch time: 10.3561658859s, input_fired_time: 0.1606040299, output_fired_time: 0.0000000000, propagate_forward_time: 9.7782592773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4173021317
validation[          , genome  6589] predictions:    9760/  10000 (97.60%), best:    9795/10000 (97.95%), error:       795.81995, best error:       679.18695 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 120.4834823608s, input_fired_time: 1.4378807545, output_fired_time: 0.8862943649, propagate_forward_time: 46.9060821533, propagate_backward_time: 69.0033798218, weight_update_time: 0.1116762310, other_time: 2.2498474121
epoch time: 9.8982114792s, input_fired_time: 0.1592903584, output_fired_time: 0.0000000000, propagate_forward_time: 9.3406429291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3982782364
validation[          , genome  6589] predictions:    9773/  10000 (97.73%), best:    9795/10000 (97.95%), error:       751.29260, best error:       679.18695 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 118.8181152344s, input_fired_time: 1.4260922670, output_fired_time: 0.8805954456, propagate_forward_time: 46.1417083740, propagate_backward_time: 68.1344146729, weight_update_time: 0.1107517630, other_time: 2.2353057861
epoch time: 9.6839666367s, input_fired_time: 0.1529925913, output_fired_time: 0.0000000000, propagate_forward_time: 9.1459150314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3850593567
validation[          , genome  6589] predictions:    9790/  10000 (97.90%), best:    9790/10000 (97.90%), error:       672.08203, best error:       672.08203 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 119.4059829712s, input_fired_time: 1.4223148823, output_fired_time: 0.8796150088, propagate_forward_time: 46.3060684204, propagate_backward_time: 68.5771636963, weight_update_time: 0.1105249226, other_time: 2.2208175659
epoch time: 9.6443920135s, input_fired_time: 0.1508392394, output_fired_time: 0.0000000000, propagate_forward_time: 9.1094722748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3840808868
validation[          , genome  6589] predictions:    9715/  10000 (97.15%), best:    9790/10000 (97.90%), error:       934.41772, best error:       672.08203 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 118.5251235962s, input_fired_time: 1.4212861061, output_fired_time: 0.8765834570, propagate_forward_time: 46.2178955078, propagate_backward_time: 67.8311538696, weight_update_time: 0.1088492274, other_time: 2.1781997681
epoch time: 9.6569557190s, input_fired_time: 0.1503073722, output_fired_time: 0.0000000000, propagate_forward_time: 9.1198406219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3868074417
validation[          , genome  6589] predictions:    9696/  10000 (96.96%), best:    9790/10000 (97.90%), error:       959.46033, best error:       672.08203 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 118.3336029053s, input_fired_time: 1.4180265665, output_fired_time: 0.8692084551, propagate_forward_time: 46.0712776184, propagate_backward_time: 67.7682723999, weight_update_time: 0.1088020876, other_time: 2.2068099976
epoch time: 9.5296783447s, input_fired_time: 0.1504125297, output_fired_time: 0.0000000000, propagate_forward_time: 8.9905929565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3886728287
validation[          , genome  6589] predictions:    9766/  10000 (97.66%), best:    9790/10000 (97.90%), error:       774.83502, best error:       672.08203 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 116.5266418457s, input_fired_time: 1.4034698009, output_fired_time: 0.8618910313, propagate_forward_time: 45.2188339233, propagate_backward_time: 66.8737716675, weight_update_time: 0.1079386249, other_time: 2.1686706543
epoch time: 9.9834938049s, input_fired_time: 0.1561382413, output_fired_time: 0.0000000000, propagate_forward_time: 9.4249773026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4023780823
validation[          , genome  6589] predictions:    9777/  10000 (97.77%), best:    9790/10000 (97.90%), error:       746.19025, best error:       672.08203 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 119.2942733765s, input_fired_time: 1.4254431725, output_fired_time: 0.8775170445, propagate_forward_time: 46.4350128174, propagate_backward_time: 68.3280258179, weight_update_time: 0.1114306301, other_time: 2.2282714844
epoch time: 9.7833509445s, input_fired_time: 0.1519119591, output_fired_time: 0.0000000000, propagate_forward_time: 9.2431335449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3883056641
validation[          , genome  6589] predictions:    9692/  10000 (96.92%), best:    9790/10000 (97.90%), error:      1038.11926, best error:       672.08203 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 116.8162231445s, input_fired_time: 1.4054173231, output_fired_time: 0.8628084660, propagate_forward_time: 45.3642501831, propagate_backward_time: 67.0260391235, weight_update_time: 0.1080274731, other_time: 2.1577072144
epoch time: 9.8114118576s, input_fired_time: 0.1531440616, output_fired_time: 0.0000000000, propagate_forward_time: 9.2758388519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3824291229
validation[          , genome  6589] predictions:    9745/  10000 (97.45%), best:    9790/10000 (97.90%), error:       831.42017, best error:       672.08203 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 121.8822097778s, input_fired_time: 1.4599461555, output_fired_time: 0.8901141286, propagate_forward_time: 47.4077491760, propagate_backward_time: 69.8240280151, weight_update_time: 0.1160420701, other_time: 2.3003768921
epoch time: 11.2863779068s, input_fired_time: 0.1693330407, output_fired_time: 0.0000000000, propagate_forward_time: 10.6833572388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4336872101
validation[          , genome  6589] predictions:    9748/  10000 (97.48%), best:    9790/10000 (97.90%), error:       823.43536, best error:       672.08203 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 117.0570068359s, input_fired_time: 1.4225654602, output_fired_time: 0.8625249863, propagate_forward_time: 45.3732223511, propagate_backward_time: 67.1635437012, weight_update_time: 0.1096033081, other_time: 2.2351531982
epoch time: 9.9897365570s, input_fired_time: 0.1565424800, output_fired_time: 0.0000000000, propagate_forward_time: 9.4276676178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4055261612
validation[          , genome  6589] predictions:    9774/  10000 (97.74%), best:    9790/10000 (97.90%), error:       704.40161, best error:       672.08203 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 118.4240570068s, input_fired_time: 1.4344365597, output_fired_time: 0.8725520968, propagate_forward_time: 46.1795730591, propagate_backward_time: 67.7084197998, weight_update_time: 0.1094207838, other_time: 2.2290802002
epoch time: 9.8038845062s, input_fired_time: 0.1557482779, output_fired_time: 0.0000000000, propagate_forward_time: 9.2528171539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3953189850
validation[          , genome  6589] predictions:    9758/  10000 (97.58%), best:    9790/10000 (97.90%), error:       757.68195, best error:       672.08203 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 120.0472488403s, input_fired_time: 1.4463647604, output_fired_time: 0.8839494586, propagate_forward_time: 46.6402587891, propagate_backward_time: 68.8357086182, weight_update_time: 0.1117709130, other_time: 2.2409667969
epoch time: 9.6243095398s, input_fired_time: 0.1504187286, output_fired_time: 0.0000000000, propagate_forward_time: 9.0904808044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3834104538
validation[          , genome  6589] predictions:    9735/  10000 (97.35%), best:    9790/10000 (97.90%), error:       846.18842, best error:       672.08203 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 118.5760879517s, input_fired_time: 1.4223874807, output_fired_time: 0.8725671768, propagate_forward_time: 46.1327743530, propagate_backward_time: 67.9755096436, weight_update_time: 0.1098166108, other_time: 2.1728515625
epoch time: 10.0353488922s, input_fired_time: 0.1560962051, output_fired_time: 0.0000000000, propagate_forward_time: 9.4850826263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3941698074
validation[          , genome  6589] predictions:    9770/  10000 (97.70%), best:    9790/10000 (97.90%), error:       728.04126, best error:       672.08203 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 118.6508712769s, input_fired_time: 1.4276428223, output_fired_time: 0.8717795610, propagate_forward_time: 46.3153762817, propagate_backward_time: 67.8803405762, weight_update_time: 0.1087460220, other_time: 2.1557312012
epoch time: 9.7608175278s, input_fired_time: 0.1543843001, output_fired_time: 0.0000000000, propagate_forward_time: 9.2247676849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3816652298
validation[          , genome  6589] predictions:    9773/  10000 (97.73%), best:    9790/10000 (97.90%), error:       785.75677, best error:       672.08203 on epoch:    52, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 117.7453918457s, input_fired_time: 1.4267346859, output_fired_time: 0.8626391888, propagate_forward_time: 45.9511146545, propagate_backward_time: 67.3316879272, weight_update_time: 0.1087787151, other_time: 2.1732101440
epoch time: 9.7304773331s, input_fired_time: 0.1546342224, output_fired_time: 0.0000000000, propagate_forward_time: 9.1808748245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3949680328
validation[          , genome  6589] predictions:    9753/  10000 (97.53%), best:    9790/10000 (97.90%), error:       813.26196, best error:       672.08203 on epoch:    52, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 120.2240447998s, input_fired_time: 1.4442741871, output_fired_time: 0.8773539066, propagate_forward_time: 46.8169937134, propagate_backward_time: 68.8789443970, weight_update_time: 0.1109971106, other_time: 2.2064743042
epoch time: 10.1580543518s, input_fired_time: 0.1608119309, output_fired_time: 0.0000000000, propagate_forward_time: 9.5903778076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4068641663
validation[          , genome  6589] predictions:    9724/  10000 (97.24%), best:    9790/10000 (97.90%), error:       906.65265, best error:       672.08203 on epoch:    52, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 118.7289276123s, input_fired_time: 1.4332565069, output_fired_time: 0.8768529892, propagate_forward_time: 46.1833190918, propagate_backward_time: 68.0582733154, weight_update_time: 0.1093590036, other_time: 2.1772232056
epoch time: 9.7123994827s, input_fired_time: 0.1529747844, output_fired_time: 0.0000000000, propagate_forward_time: 9.1756105423, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3838138580
validation[          , genome  6589] predictions:    9697/  10000 (96.97%), best:    9790/10000 (97.90%), error:       957.96759, best error:       672.08203 on epoch:    52, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 118.9200134277s, input_fired_time: 1.4323080778, output_fired_time: 0.8729861379, propagate_forward_time: 46.3911857605, propagate_backward_time: 68.0379180908, weight_update_time: 0.1101237833, other_time: 2.1856231689
epoch time: 9.9133539200s, input_fired_time: 0.1564273238, output_fired_time: 0.0000000000, propagate_forward_time: 9.3660802841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3908462524
validation[          , genome  6589] predictions:    9735/  10000 (97.35%), best:    9790/10000 (97.90%), error:       828.65112, best error:       672.08203 on epoch:    52, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 117.5534362793s, input_fired_time: 1.4270496368, output_fired_time: 0.8589379787, propagate_forward_time: 45.8367652893, propagate_backward_time: 67.2681579590, weight_update_time: 0.1086765453, other_time: 2.1625213623
epoch time: 9.8464994431s, input_fired_time: 0.1554325372, output_fired_time: 0.0000000000, propagate_forward_time: 9.3018207550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3892459869
validation[          , genome  6589] predictions:    9776/  10000 (97.76%), best:    9790/10000 (97.90%), error:       757.88831, best error:       672.08203 on epoch:    52, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 118.4529113770s, input_fired_time: 1.4290336370, output_fired_time: 0.8733024001, propagate_forward_time: 46.0114250183, propagate_backward_time: 67.9612808228, weight_update_time: 0.1092694551, other_time: 2.1778793335
epoch time: 9.4756565094s, input_fired_time: 0.1518024206, output_fired_time: 0.0000000000, propagate_forward_time: 8.9462461472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3776082993
validation[          , genome  6589] predictions:    9792/  10000 (97.92%), best:    9790/10000 (97.90%), error:       716.06030, best error:       672.08203 on epoch:    52, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 119.6418685913s, input_fired_time: 1.4417754412, output_fired_time: 0.8709083796, propagate_forward_time: 46.4743309021, propagate_backward_time: 68.6229782104, weight_update_time: 0.1110440418, other_time: 2.2318801880
epoch time: 10.0744047165s, input_fired_time: 0.1595740914, output_fired_time: 0.0000000000, propagate_forward_time: 9.5066509247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4081792831
validation[          , genome  6589] predictions:    9792/  10000 (97.92%), best:    9790/10000 (97.90%), error:       730.79358, best error:       672.08203 on epoch:    52, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 120.4999008179s, input_fired_time: 1.4573912621, output_fired_time: 0.8753364086, propagate_forward_time: 46.8273010254, propagate_backward_time: 69.0936889648, weight_update_time: 0.1115556732, other_time: 2.2461853027
epoch time: 9.8552503586s, input_fired_time: 0.1583481282, output_fired_time: 0.0000000000, propagate_forward_time: 9.2938175201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4030847549
validation[          , genome  6589] predictions:    9794/  10000 (97.94%), best:    9790/10000 (97.90%), error:       696.24670, best error:       672.08203 on epoch:    52, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 121.2271041870s, input_fired_time: 1.4527868032, output_fired_time: 0.8910468817, propagate_forward_time: 47.0436668396, propagate_backward_time: 69.5784301758, weight_update_time: 0.1119806543, other_time: 2.2611694336
epoch time: 9.9340925217s, input_fired_time: 0.1572074741, output_fired_time: 0.0000000000, propagate_forward_time: 9.3687295914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4081554413
validation[          , genome  6589] predictions:    9794/  10000 (97.94%), best:    9790/10000 (97.90%), error:       675.50940, best error:       672.08203 on epoch:    52, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 117.6271667480s, input_fired_time: 1.4191333055, output_fired_time: 0.8643516898, propagate_forward_time: 45.7259178162, propagate_backward_time: 67.4281997681, weight_update_time: 0.1102228835, other_time: 2.1895675659
epoch time: 9.8764953613s, input_fired_time: 0.1595901102, output_fired_time: 0.0000000000, propagate_forward_time: 9.3099203110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4069852829
validation[          , genome  6589] predictions:    9772/  10000 (97.72%), best:    9790/10000 (97.90%), error:       788.98474, best error:       672.08203 on epoch:    52, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 116.7300338745s, input_fired_time: 1.4191496372, output_fired_time: 0.8586901426, propagate_forward_time: 45.4675559998, propagate_backward_time: 66.8287506104, weight_update_time: 0.1079822481, other_time: 2.1558837891
epoch time: 9.7622365952s, input_fired_time: 0.1549535245, output_fired_time: 0.0000000000, propagate_forward_time: 9.2203454971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3869371414
validation[          , genome  6589] predictions:    9796/  10000 (97.96%), best:    9790/10000 (97.90%), error:       700.32593, best error:       672.08203 on epoch:    52, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 120.2955551147s, input_fired_time: 1.4564126730, output_fired_time: 0.8912781477, propagate_forward_time: 46.8081665039, propagate_backward_time: 68.9374465942, weight_update_time: 0.1104948744, other_time: 2.2022476196
epoch time: 9.6824922562s, input_fired_time: 0.1554186940, output_fired_time: 0.0000000000, propagate_forward_time: 9.1374139786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3896598816
validation[          , genome  6589] predictions:    9771/  10000 (97.71%), best:    9790/10000 (97.90%), error:       747.17450, best error:       672.08203 on epoch:    52, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 118.5220870972s, input_fired_time: 1.4571568966, output_fired_time: 0.8613786697, propagate_forward_time: 46.1023330688, propagate_backward_time: 67.9108123779, weight_update_time: 0.1091099009, other_time: 2.1904067993
epoch time: 9.9514474869s, input_fired_time: 0.1585485339, output_fired_time: 0.0000000000, propagate_forward_time: 9.4021015167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3907976151
validation[          , genome  6589] predictions:    9764/  10000 (97.64%), best:    9790/10000 (97.90%), error:       776.58447, best error:       672.08203 on epoch:    52, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 119.7558364868s, input_fired_time: 1.4752179384, output_fired_time: 0.8730401397, propagate_forward_time: 46.6039237976, propagate_backward_time: 68.5176239014, weight_update_time: 0.1138939410, other_time: 2.2860260010
epoch time: 9.8685951233s, input_fired_time: 0.1607697010, output_fired_time: 0.0000000000, propagate_forward_time: 9.3026380539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4051876068
validation[          , genome  6589] predictions:    9750/  10000 (97.50%), best:    9790/10000 (97.90%), error:       867.27484, best error:       672.08203 on epoch:    52, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 119.6769638062s, input_fired_time: 1.4959914684, output_fired_time: 0.8727302551, propagate_forward_time: 46.4599609375, propagate_backward_time: 68.5847930908, weight_update_time: 0.1106709838, other_time: 2.2634887695
epoch time: 9.6583280563s, input_fired_time: 0.1615036279, output_fired_time: 0.0000000000, propagate_forward_time: 9.1046972275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3921270370
validation[          , genome  6589] predictions:    9778/  10000 (97.78%), best:    9790/10000 (97.90%), error:       746.55804, best error:       672.08203 on epoch:    52, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 119.6588973999s, input_fired_time: 1.4892827272, output_fired_time: 0.8769027591, propagate_forward_time: 46.3984909058, propagate_backward_time: 68.6202774048, weight_update_time: 0.1109926403, other_time: 2.2739486694
epoch time: 9.9418430328s, input_fired_time: 0.1638663858, output_fired_time: 0.0000000000, propagate_forward_time: 9.3761577606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4018192291
validation[          , genome  6589] predictions:    9749/  10000 (97.49%), best:    9790/10000 (97.90%), error:       808.79279, best error:       672.08203 on epoch:    52, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 120.9846801758s, input_fired_time: 1.4788422585, output_fired_time: 0.8893534541, propagate_forward_time: 47.0739212036, propagate_backward_time: 69.2520446777, weight_update_time: 0.1117490903, other_time: 2.2905197144
epoch time: 9.6204538345s, input_fired_time: 0.1576344073, output_fired_time: 0.0000000000, propagate_forward_time: 9.0639171600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3989019394
validation[          , genome  6589] predictions:    9749/  10000 (97.49%), best:    9790/10000 (97.90%), error:       896.33258, best error:       672.08203 on epoch:    52, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 120.1479415894s, input_fired_time: 1.4637758732, output_fired_time: 0.8784376383, propagate_forward_time: 46.7488746643, propagate_backward_time: 68.8211517334, weight_update_time: 0.1114727780, other_time: 2.2357025146
epoch time: 9.4645347595s, input_fired_time: 0.1543466747, output_fired_time: 0.0000000000, propagate_forward_time: 8.9317035675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3784847260
validation[          , genome  6589] predictions:    9761/  10000 (97.61%), best:    9790/10000 (97.90%), error:       844.66199, best error:       672.08203 on epoch:    52, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 120.5036087036s, input_fired_time: 1.4625378847, output_fired_time: 0.8834767342, propagate_forward_time: 46.8340606689, propagate_backward_time: 69.1044235229, weight_update_time: 0.1120227948, other_time: 2.2191085815
epoch time: 12.1241044998s, input_fired_time: 0.1838075966, output_fired_time: 0.0000000000, propagate_forward_time: 11.4862012863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4540958405
validation[          , genome  6589] predictions:    9740/  10000 (97.40%), best:    9790/10000 (97.90%), error:       810.39838, best error:       672.08203 on epoch:    52, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 118.9636764526s, input_fired_time: 1.4580253363, output_fired_time: 0.8736057878, propagate_forward_time: 46.3132286072, propagate_backward_time: 68.1060791016, weight_update_time: 0.1110632047, other_time: 2.2127380371
epoch time: 10.7601966858s, input_fired_time: 0.1803116649, output_fired_time: 0.0000000000, propagate_forward_time: 10.1274099350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4524755478
validation[          , genome  6589] predictions:    9776/  10000 (97.76%), best:    9790/10000 (97.90%), error:       748.50665, best error:       672.08203 on epoch:    52, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 119.6411209106s, input_fired_time: 1.4618141651, output_fired_time: 0.8747965097, propagate_forward_time: 46.5125274658, propagate_backward_time: 68.5404281616, weight_update_time: 0.1109921113, other_time: 2.2515563965
epoch time: 9.5768556595s, input_fired_time: 0.1568103880, output_fired_time: 0.0000000000, propagate_forward_time: 9.0316324234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3884124756
validation[          , genome  6589] predictions:    9770/  10000 (97.70%), best:    9790/10000 (97.90%), error:       754.13739, best error:       672.08203 on epoch:    52, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 118.8496322632s, input_fired_time: 1.4621452093, output_fired_time: 0.8769488335, propagate_forward_time: 46.1093406677, propagate_backward_time: 68.1204452515, weight_update_time: 0.1114562154, other_time: 2.2807540894
epoch time: 9.6761093140s, input_fired_time: 0.1578169912, output_fired_time: 0.0000000000, propagate_forward_time: 9.1246004105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3936920166
validation[          , genome  6589] predictions:    9773/  10000 (97.73%), best:    9790/10000 (97.90%), error:       736.97113, best error:       672.08203 on epoch:    52, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 118.8703079224s, input_fired_time: 1.4577820301, output_fired_time: 0.8807050586, propagate_forward_time: 46.2520751953, propagate_backward_time: 68.0538101196, weight_update_time: 0.1099234447, other_time: 2.2259368896
epoch time: 10.2056446075s, input_fired_time: 0.1650965363, output_fired_time: 0.0000000000, propagate_forward_time: 9.6361236572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4044246674
validation[          , genome  6589] predictions:    9776/  10000 (97.76%), best:    9790/10000 (97.90%), error:       787.69720, best error:       672.08203 on epoch:    52, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 122.9740676880s, input_fired_time: 1.4974876642, output_fired_time: 0.8960052133, propagate_forward_time: 47.9242744446, propagate_backward_time: 70.3598709106, weight_update_time: 0.1142631620, other_time: 2.2964248657
epoch time: 9.7860221863s, input_fired_time: 0.1607443541, output_fired_time: 0.0000000000, propagate_forward_time: 9.2336101532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3916673660
validation[          , genome  6589] predictions:    9744/  10000 (97.44%), best:    9790/10000 (97.90%), error:       896.98138, best error:       672.08203 on epoch:    52, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 118.4602203369s, input_fired_time: 1.4613231421, output_fired_time: 0.8738219738, propagate_forward_time: 45.9596557617, propagate_backward_time: 67.9343032837, weight_update_time: 0.1109539121, other_time: 2.2311096191
epoch time: 9.7553691864s, input_fired_time: 0.1571734548, output_fired_time: 0.0000000000, propagate_forward_time: 9.2147121429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3834838867
validation[          , genome  6589] predictions:    9716/  10000 (97.16%), best:    9790/10000 (97.90%), error:       929.90186, best error:       672.08203 on epoch:    52, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 118.5447463989s, input_fired_time: 1.4588743448, output_fired_time: 0.8683928847, propagate_forward_time: 46.0114860535, propagate_backward_time: 67.9997177124, weight_update_time: 0.1108645946, other_time: 2.2062759399
epoch time: 9.5970621109s, input_fired_time: 0.1587422192, output_fired_time: 0.0000000000, propagate_forward_time: 9.0575122833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3808078766
validation[          , genome  6589] predictions:    9751/  10000 (97.51%), best:    9790/10000 (97.90%), error:       835.48871, best error:       672.08203 on epoch:    52, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 124.0561752319s, input_fired_time: 1.5200316906, output_fired_time: 0.9055974483, propagate_forward_time: 48.3392486572, propagate_backward_time: 70.9918518066, weight_update_time: 0.1148743555, other_time: 2.2994461060
epoch time: 9.7432708740s, input_fired_time: 0.1622929126, output_fired_time: 0.0000000000, propagate_forward_time: 9.1757106781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4052677155
validation[          , genome  6589] predictions:    9778/  10000 (97.78%), best:    9790/10000 (97.90%), error:       748.58325, best error:       672.08203 on epoch:    52, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 120.1540603638s, input_fired_time: 1.4833056927, output_fired_time: 0.8768839836, propagate_forward_time: 46.7111587524, propagate_backward_time: 68.8348083496, weight_update_time: 0.1104670912, other_time: 2.2479019165
epoch time: 9.8088874817s, input_fired_time: 0.1587185264, output_fired_time: 0.0000000000, propagate_forward_time: 9.2667675018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3834018707
validation[          , genome  6589] predictions:    9657/  10000 (96.57%), best:    9790/10000 (97.90%), error:      1094.47034, best error:       672.08203 on epoch:    52, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 119.7931900024s, input_fired_time: 1.4639519453, output_fired_time: 0.8833435774, propagate_forward_time: 46.5233345032, propagate_backward_time: 68.7015457153, weight_update_time: 0.1116665751, other_time: 2.2210159302
epoch time: 10.8681879044s, input_fired_time: 0.1759399325, output_fired_time: 0.0000000000, propagate_forward_time: 10.2605733871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4316749573
validation[          , genome  6589] predictions:    9763/  10000 (97.63%), best:    9790/10000 (97.90%), error:       791.55438, best error:       672.08203 on epoch:    52, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 120.0896530151s, input_fired_time: 1.4670354128, output_fired_time: 0.8790053129, propagate_forward_time: 46.6732177734, propagate_backward_time: 68.8675689697, weight_update_time: 0.1111997589, other_time: 2.2028274536
epoch time: 9.8454456329s, input_fired_time: 0.1663963795, output_fired_time: 0.0000000000, propagate_forward_time: 9.2762908936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4027585983
validation[          , genome  6589] predictions:    9793/  10000 (97.93%), best:    9790/10000 (97.90%), error:       697.11115, best error:       672.08203 on epoch:    52, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 120.8349838257s, input_fired_time: 1.4867832661, output_fired_time: 0.8769387007, propagate_forward_time: 47.0052452087, propagate_backward_time: 69.2060394287, weight_update_time: 0.1123138443, other_time: 2.2599792480
epoch time: 9.4339284897s, input_fired_time: 0.1546365321, output_fired_time: 0.0000000000, propagate_forward_time: 8.9023332596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3769588470
validation[          , genome  6589] predictions:    9773/  10000 (97.73%), best:    9790/10000 (97.90%), error:       722.76691, best error:       672.08203 on epoch:    52, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 120.7618331909s, input_fired_time: 1.4777710438, output_fired_time: 0.8838104606, propagate_forward_time: 46.9659461975, propagate_backward_time: 69.2040023804, weight_update_time: 0.1118583828, other_time: 2.2303085327
epoch time: 9.8379774094s, input_fired_time: 0.1608929634, output_fired_time: 0.0000000000, propagate_forward_time: 9.2796525955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3974313736
validation[          , genome  6589] predictions:    9782/  10000 (97.82%), best:    9790/10000 (97.90%), error:       782.39471, best error:       672.08203 on epoch:    52, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 121.6716079712s, input_fired_time: 1.4900484085, output_fired_time: 0.8879075646, propagate_forward_time: 47.4245681763, propagate_backward_time: 69.6302337646, weight_update_time: 0.1126752719, other_time: 2.2388458252
epoch time: 10.0213937759s, input_fired_time: 0.1644529253, output_fired_time: 0.0000000000, propagate_forward_time: 9.4578866959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3990545273
validation[          , genome  6589] predictions:    9750/  10000 (97.50%), best:    9790/10000 (97.90%), error:       836.02460, best error:       672.08203 on epoch:    52, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 119.1724166870s, input_fired_time: 1.4844644070, output_fired_time: 0.8662112951, propagate_forward_time: 46.4561691284, propagate_backward_time: 68.1111221313, weight_update_time: 0.1104097515, other_time: 2.2544479370
epoch time: 9.8850002289s, input_fired_time: 0.1636774391, output_fired_time: 0.0000000000, propagate_forward_time: 9.3206167221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4007062912
validation[          , genome  6589] predictions:    9739/  10000 (97.39%), best:    9790/10000 (97.90%), error:       911.24774, best error:       672.08203 on epoch:    52, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 119.2358245850s, input_fired_time: 1.4849998951, output_fired_time: 0.8700198531, propagate_forward_time: 46.2266464233, propagate_backward_time: 68.3876342773, weight_update_time: 0.1112278849, other_time: 2.2665252686
epoch time: 9.7846012115s, input_fired_time: 0.1633638442, output_fired_time: 0.0000000000, propagate_forward_time: 9.2231712341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3980665207
validation[          , genome  6589] predictions:    9787/  10000 (97.87%), best:    9790/10000 (97.90%), error:       691.12146, best error:       672.08203 on epoch:    52, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 119.7702636719s, input_fired_time: 1.4934108257, output_fired_time: 0.8692661524, propagate_forward_time: 46.6045150757, propagate_backward_time: 68.5044326782, weight_update_time: 0.1121940985, other_time: 2.2986450195
epoch time: 10.0158739090s, input_fired_time: 0.1659380198, output_fired_time: 0.0000000000, propagate_forward_time: 9.4469385147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4029970169
validation[          , genome  6589] predictions:    9781/  10000 (97.81%), best:    9790/10000 (97.90%), error:       719.52667, best error:       672.08203 on epoch:    52, 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: 49.4434661865s, input_fired_time: 0.7926580906, output_fired_time: 0.0000000000, propagate_forward_time: 46.6022377014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.0485687256
best training[          , genome  6589] predictions:   49757/  50000 (99.51%), best:    9790/10000 (97.90%), error:      1138.22986, best error:       672.08203 on epoch:    52, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 9.8316898346s, input_fired_time: 0.1553560197, output_fired_time: 0.0000000000, propagate_forward_time: 9.2734146118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4029188156
   testing[          , genome  6589] predictions:    9827/  10000 (98.27%), best:    9790/10000 (97.90%), error:       583.03351, best error:       672.08203 on epoch:    52, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:02:10 (5976): called boinc_finish(0)

</stderr_txt>
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