Nameexact_genome_1512568488_43_6926_1
Workunit2605952
Created7 Dec 2017, 22:50:36 UTC
Sent7 Dec 2017, 22:55:42 UTC
Report deadline16 Dec 2017, 22:20:47 UTC
Received8 Dec 2017, 2:17:08 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID53797
Run time2 hours 30 min 13 sec
CPU time2 hours 29 min 42 sec
Validate stateValid
Credit2,243.94
Device peak FLOPS3.64 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33

Stderr output

<core_client_version>7.2.42</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 81.8587112427s, input_fired_time: 0.9797024727, output_fired_time: 0.6412895918, propagate_forward_time: 32.4645690918, propagate_backward_time: 45.7667846680, weight_update_time: 0.0995566398, other_time: 2.0063629150
epoch time: 6.8900146484s, input_fired_time: 0.1032936200, output_fired_time: 0.0000000000, propagate_forward_time: 6.4462442398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3404769897
validation[          , genome  6926] predictions:    9735/  10000 (97.35%), best:    9792/10000 (97.92%), error:       926.62079, best error:       779.35980 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 81.6223220825s, input_fired_time: 0.9793741703, output_fired_time: 0.6404798627, propagate_forward_time: 32.3616600037, propagate_backward_time: 45.6558303833, weight_update_time: 0.0992309079, other_time: 1.9849739075
epoch time: 6.9290184975s, input_fired_time: 0.1041191444, output_fired_time: 0.0000000000, propagate_forward_time: 6.4853148460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3395843506
validation[          , genome  6926] predictions:    9743/  10000 (97.43%), best:    9792/10000 (97.92%), error:       879.58124, best error:       779.35980 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 81.7415542603s, input_fired_time: 0.9744387269, output_fired_time: 0.6390669942, propagate_forward_time: 32.5153770447, propagate_backward_time: 45.6461982727, weight_update_time: 0.0989066511, other_time: 1.9664688110
epoch time: 6.8407659531s, input_fired_time: 0.1033536047, output_fired_time: 0.0000000000, propagate_forward_time: 6.3996992111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3377132416
validation[          , genome  6926] predictions:    9755/  10000 (97.55%), best:    9792/10000 (97.92%), error:       810.77472, best error:       779.35980 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 81.7121353149s, input_fired_time: 0.9794405103, output_fired_time: 0.6398094893, propagate_forward_time: 32.4576492310, propagate_backward_time: 45.6623725891, weight_update_time: 0.0989846289, other_time: 1.9728660583
epoch time: 6.9086613655s, input_fired_time: 0.1043341383, output_fired_time: 0.0000000000, propagate_forward_time: 6.4654116631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3389153481
validation[          , genome  6926] predictions:    9678/  10000 (96.78%), best:    9792/10000 (97.92%), error:       980.27277, best error:       779.35980 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 82.0861434937s, input_fired_time: 0.9842104912, output_fired_time: 0.6431016326, propagate_forward_time: 32.5466308594, propagate_backward_time: 45.9158859253, weight_update_time: 0.0998594612, other_time: 1.9963150024
epoch time: 6.9867429733s, input_fired_time: 0.1060936078, output_fired_time: 0.0000000000, propagate_forward_time: 6.5309987068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3496508598
validation[          , genome  6926] predictions:    9760/  10000 (97.60%), best:    9760/10000 (97.60%), error:       753.99506, best error:       753.99506 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 81.7845687866s, input_fired_time: 0.9810481071, output_fired_time: 0.6410267353, propagate_forward_time: 32.5243835449, propagate_backward_time: 45.6585083008, weight_update_time: 0.0992189571, other_time: 1.9795989990
epoch time: 6.9500713348s, input_fired_time: 0.1069642007, output_fired_time: 0.0000000000, propagate_forward_time: 6.4990310669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3440761566
validation[          , genome  6926] predictions:    9714/  10000 (97.14%), best:    9760/10000 (97.60%), error:      1022.55847, best error:       753.99506 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 81.7120361328s, input_fired_time: 0.9765784740, output_fired_time: 0.6391800046, propagate_forward_time: 32.3980484009, propagate_backward_time: 45.7238693237, weight_update_time: 0.0998661295, other_time: 1.9743576050
epoch time: 7.0028629303s, input_fired_time: 0.1039033756, output_fired_time: 0.0000000000, propagate_forward_time: 6.5590915680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3398680687
validation[          , genome  6926] predictions:    9696/  10000 (96.96%), best:    9760/10000 (97.60%), error:       972.44019, best error:       753.99506 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 81.6321868896s, input_fired_time: 0.9946598411, output_fired_time: 0.6396584511, propagate_forward_time: 32.4355506897, propagate_backward_time: 45.5724372864, weight_update_time: 0.0986628756, other_time: 1.9898834229
epoch time: 6.8678846359s, input_fired_time: 0.1058399901, output_fired_time: 0.0000000000, propagate_forward_time: 6.4199495316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3420948982
validation[          , genome  6926] predictions:    9750/  10000 (97.50%), best:    9760/10000 (97.60%), error:       826.68335, best error:       753.99506 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 81.7455673218s, input_fired_time: 0.9809366465, output_fired_time: 0.6477724314, propagate_forward_time: 32.4317817688, propagate_backward_time: 45.7138404846, weight_update_time: 0.0985586047, other_time: 1.9712371826
epoch time: 6.8355484009s, input_fired_time: 0.1028752401, output_fired_time: 0.0000000000, propagate_forward_time: 6.3991537094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3335194588
validation[          , genome  6926] predictions:    9625/  10000 (96.25%), best:    9760/10000 (97.60%), error:      1239.60278, best error:       753.99506 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 82.1504898071s, input_fired_time: 0.9815250039, output_fired_time: 0.6412811279, propagate_forward_time: 32.6130523682, propagate_backward_time: 45.9343757629, weight_update_time: 0.0995979235, other_time: 1.9802589417
epoch time: 6.9728078842s, input_fired_time: 0.1075498760, output_fired_time: 0.0000000000, propagate_forward_time: 6.5182142258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3470439911
validation[          , genome  6926] predictions:    9759/  10000 (97.59%), best:    9760/10000 (97.60%), error:       812.00250, best error:       753.99506 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 82.2095489502s, input_fired_time: 0.9897385240, output_fired_time: 0.6413020492, propagate_forward_time: 32.6158027649, propagate_backward_time: 45.9605903625, weight_update_time: 0.0997754410, other_time: 2.0021133423
epoch time: 7.0637183189s, input_fired_time: 0.1092682406, output_fired_time: 0.0000000000, propagate_forward_time: 6.5897035599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3647465706
validation[          , genome  6926] predictions:    9775/  10000 (97.75%), best:    9775/10000 (97.75%), error:       745.69098, best error:       745.69098 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 82.1836090088s, input_fired_time: 0.9882810712, output_fired_time: 0.6404185891, propagate_forward_time: 32.5461387634, propagate_backward_time: 46.0047454834, weight_update_time: 0.0994048119, other_time: 2.0040245056
epoch time: 6.9230909348s, input_fired_time: 0.1057336330, output_fired_time: 0.0000000000, propagate_forward_time: 6.4745516777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3428053856
validation[          , genome  6926] predictions:    9761/  10000 (97.61%), best:    9775/10000 (97.75%), error:       808.08209, best error:       745.69098 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 82.1686096191s, input_fired_time: 0.9813616872, output_fired_time: 0.6502268314, propagate_forward_time: 32.6093864441, propagate_backward_time: 45.9053115845, weight_update_time: 0.0995443985, other_time: 2.0223197937
epoch time: 6.8918819427s, input_fired_time: 0.1046292782, output_fired_time: 0.0000000000, propagate_forward_time: 6.4505400658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3367123604
validation[          , genome  6926] predictions:    9736/  10000 (97.36%), best:    9775/10000 (97.75%), error:       820.13257, best error:       745.69098 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 81.9060592651s, input_fired_time: 0.9896832108, output_fired_time: 0.6398274899, propagate_forward_time: 32.4438858032, propagate_backward_time: 45.8542938232, weight_update_time: 0.0986171737, other_time: 1.9783706665
epoch time: 6.8278083801s, input_fired_time: 0.1048835516, output_fired_time: 0.0000000000, propagate_forward_time: 6.3893642426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3335604668
validation[          , genome  6926] predictions:    9790/  10000 (97.90%), best:    9790/10000 (97.90%), error:       691.38538, best error:       691.38538 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 81.3786544800s, input_fired_time: 0.9887048602, output_fired_time: 0.6369790435, propagate_forward_time: 32.2643966675, propagate_backward_time: 45.5304450989, weight_update_time: 0.0983146876, other_time: 1.9581260681
epoch time: 6.9081506729s, input_fired_time: 0.1066244394, output_fired_time: 0.0000000000, propagate_forward_time: 6.4625387192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3389873505
validation[          , genome  6926] predictions:    9769/  10000 (97.69%), best:    9790/10000 (97.90%), error:       762.89990, best error:       691.38538 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 82.2480392456s, input_fired_time: 0.9938208461, output_fired_time: 0.6510843635, propagate_forward_time: 32.6181526184, propagate_backward_time: 46.0041351318, weight_update_time: 0.0993363336, other_time: 1.9808464050
epoch time: 6.9858551025s, input_fired_time: 0.1071408689, output_fired_time: 0.0000000000, propagate_forward_time: 6.5363306999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3423833847
validation[          , genome  6926] predictions:    9767/  10000 (97.67%), best:    9790/10000 (97.90%), error:       777.95245, best error:       691.38538 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 81.6007385254s, input_fired_time: 0.9882000089, output_fired_time: 0.6381589770, propagate_forward_time: 32.3491020203, propagate_backward_time: 45.6586570740, weight_update_time: 0.0992651954, other_time: 1.9666213989
epoch time: 6.9303851128s, input_fired_time: 0.1089788824, output_fired_time: 0.0000000000, propagate_forward_time: 6.4780764580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3433299065
validation[          , genome  6926] predictions:    9747/  10000 (97.47%), best:    9790/10000 (97.90%), error:       809.50739, best error:       691.38538 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 82.1442794800s, input_fired_time: 0.9880875945, output_fired_time: 0.6736499667, propagate_forward_time: 32.5525398254, propagate_backward_time: 45.9483757019, weight_update_time: 0.0994861871, other_time: 1.9816207886
epoch time: 7.0297780037s, input_fired_time: 0.1090470999, output_fired_time: 0.0000000000, propagate_forward_time: 6.5686693192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3520617485
validation[          , genome  6926] predictions:    9771/  10000 (97.71%), best:    9790/10000 (97.90%), error:       746.39868, best error:       691.38538 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 81.6914443970s, input_fired_time: 0.9865470529, output_fired_time: 0.6414100528, propagate_forward_time: 32.4697990417, propagate_backward_time: 45.6378097534, weight_update_time: 0.1006504446, other_time: 1.9558753967
epoch time: 6.8605284691s, input_fired_time: 0.1056760922, output_fired_time: 0.0000000000, propagate_forward_time: 6.4212012291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3336510658
validation[          , genome  6926] predictions:    9788/  10000 (97.88%), best:    9790/10000 (97.90%), error:       708.96307, best error:       691.38538 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 81.7310180664s, input_fired_time: 0.9846113920, output_fired_time: 0.6377728581, propagate_forward_time: 32.3689117432, propagate_backward_time: 45.7707977295, weight_update_time: 0.0983212069, other_time: 1.9689254761
epoch time: 6.9070110321s, input_fired_time: 0.1068125293, output_fired_time: 0.0000000000, propagate_forward_time: 6.4602594376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3399391174
validation[          , genome  6926] predictions:    9748/  10000 (97.48%), best:    9790/10000 (97.90%), error:       822.12317, best error:       691.38538 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 82.1436538696s, input_fired_time: 0.9872557521, output_fired_time: 0.6501289010, propagate_forward_time: 32.5769386292, propagate_backward_time: 45.9149513245, weight_update_time: 0.1290477812, other_time: 2.0143737793
epoch time: 6.9014253616s, input_fired_time: 0.1061808914, output_fired_time: 0.0000000000, propagate_forward_time: 6.4589495659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3362951279
validation[          , genome  6926] predictions:    9710/  10000 (97.10%), best:    9790/10000 (97.90%), error:       930.63660, best error:       691.38538 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 81.7061996460s, input_fired_time: 0.9869334698, output_fired_time: 0.6396186352, propagate_forward_time: 32.4432907104, propagate_backward_time: 45.6706085205, weight_update_time: 0.0989054665, other_time: 1.9657516479
epoch time: 6.9499382973s, input_fired_time: 0.1072481424, output_fired_time: 0.0000000000, propagate_forward_time: 6.5008034706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3418865204
validation[          , genome  6926] predictions:    9754/  10000 (97.54%), best:    9790/10000 (97.90%), error:       821.51184, best error:       691.38538 on epoch:    27, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 81.7358627319s, input_fired_time: 0.9995516539, output_fired_time: 0.6470139623, propagate_forward_time: 32.4540596008, propagate_backward_time: 45.6670417786, weight_update_time: 0.0996271074, other_time: 1.9682006836
epoch time: 6.8810410500s, input_fired_time: 0.1065589562, output_fired_time: 0.0000000000, propagate_forward_time: 6.4342784882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3402037621
validation[          , genome  6926] predictions:    9764/  10000 (97.64%), best:    9790/10000 (97.90%), error:       781.29871, best error:       691.38538 on epoch:    27, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 81.5186691284s, input_fired_time: 0.9901886582, output_fired_time: 0.6382710934, propagate_forward_time: 32.4328384399, propagate_backward_time: 45.4701423645, weight_update_time: 0.0985053107, other_time: 1.9872322083
epoch time: 7.0011606216s, input_fired_time: 0.1103181243, output_fired_time: 0.0000000000, propagate_forward_time: 6.5339751244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3568673134
validation[          , genome  6926] predictions:    9736/  10000 (97.36%), best:    9790/10000 (97.90%), error:       839.93243, best error:       691.38538 on epoch:    27, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 81.6986465454s, input_fired_time: 0.9959054589, output_fired_time: 0.6380969882, propagate_forward_time: 32.4314231873, propagate_backward_time: 45.6490402222, weight_update_time: 0.0982913226, other_time: 1.9841804504
epoch time: 6.8810458183s, input_fired_time: 0.1073604971, output_fired_time: 0.0000000000, propagate_forward_time: 6.4353532791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3383321762
validation[          , genome  6926] predictions:    9768/  10000 (97.68%), best:    9790/10000 (97.90%), error:       828.53204, best error:       691.38538 on epoch:    27, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 81.6181640625s, input_fired_time: 0.9897341728, output_fired_time: 0.6432430148, propagate_forward_time: 32.3936424255, propagate_backward_time: 45.6275634766, weight_update_time: 0.0981350765, other_time: 1.9639854431
epoch time: 6.9162006378s, input_fired_time: 0.1071766913, output_fired_time: 0.0000000000, propagate_forward_time: 6.4696865082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3393373489
validation[          , genome  6926] predictions:    9764/  10000 (97.64%), best:    9790/10000 (97.90%), error:       828.46173, best error:       691.38538 on epoch:    27, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 81.7504425049s, input_fired_time: 0.9861007333, output_fired_time: 0.6373251081, propagate_forward_time: 32.4378356934, propagate_backward_time: 45.7231864929, weight_update_time: 0.0994367599, other_time: 1.9659996033
epoch time: 6.8918275833s, input_fired_time: 0.1062925830, output_fired_time: 0.0000000000, propagate_forward_time: 6.4472494125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3382854462
validation[          , genome  6926] predictions:    9788/  10000 (97.88%), best:    9790/10000 (97.90%), error:       693.38513, best error:       691.38538 on epoch:    27, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 82.1667938232s, input_fired_time: 0.9960266352, output_fired_time: 0.6474599838, propagate_forward_time: 32.5871543884, propagate_backward_time: 45.9520416260, weight_update_time: 0.0999383181, other_time: 1.9841117859
epoch time: 6.9399809837s, input_fired_time: 0.1069776267, output_fired_time: 0.0000000000, propagate_forward_time: 6.4941110611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3388924599
validation[          , genome  6926] predictions:    9707/  10000 (97.07%), best:    9790/10000 (97.90%), error:       923.87982, best error:       691.38538 on epoch:    27, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 81.7145156860s, input_fired_time: 0.9965363145, output_fired_time: 0.6413122416, propagate_forward_time: 32.4738121033, propagate_backward_time: 45.6195487976, weight_update_time: 0.0990701318, other_time: 1.9833068848
epoch time: 6.8891048431s, input_fired_time: 0.1089889333, output_fired_time: 0.0000000000, propagate_forward_time: 6.4382395744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3418765068
validation[          , genome  6926] predictions:    9763/  10000 (97.63%), best:    9790/10000 (97.90%), error:       776.37665, best error:       691.38538 on epoch:    27, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 81.5470962524s, input_fired_time: 0.9995748401, output_fired_time: 0.6388502717, propagate_forward_time: 32.3646125793, propagate_backward_time: 45.5651664734, weight_update_time: 0.0988475829, other_time: 1.9788970947
epoch time: 6.8636846542s, input_fired_time: 0.1077276841, output_fired_time: 0.0000000000, propagate_forward_time: 6.4201927185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3357644081
validation[          , genome  6926] predictions:    9773/  10000 (97.73%), best:    9790/10000 (97.90%), error:       740.27252, best error:       691.38538 on epoch:    27, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 82.1807250977s, input_fired_time: 1.0023708344, output_fired_time: 0.6435075998, propagate_forward_time: 32.5585365295, propagate_backward_time: 45.9839363098, weight_update_time: 0.0990577042, other_time: 1.9923706055
epoch time: 6.9450902939s, input_fired_time: 0.1109058335, output_fired_time: 0.0000000000, propagate_forward_time: 6.4872779846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3469066620
validation[          , genome  6926] predictions:    9786/  10000 (97.86%), best:    9790/10000 (97.90%), error:       743.35059, best error:       691.38538 on epoch:    27, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 81.8186416626s, input_fired_time: 1.0032792091, output_fired_time: 0.6419020891, propagate_forward_time: 32.4406471252, propagate_backward_time: 45.7400398254, weight_update_time: 0.0985964984, other_time: 1.9927749634
epoch time: 6.9023208618s, input_fired_time: 0.1082813740, output_fired_time: 0.0000000000, propagate_forward_time: 6.4546389580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3394007683
validation[          , genome  6926] predictions:    9756/  10000 (97.56%), best:    9790/10000 (97.90%), error:       739.09796, best error:       691.38538 on epoch:    27, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 81.8512649536s, input_fired_time: 1.0017057657, output_fired_time: 0.6409533024, propagate_forward_time: 32.4769477844, propagate_backward_time: 45.7600593567, weight_update_time: 0.0987135842, other_time: 1.9715957642
epoch time: 6.9201693535s, input_fired_time: 0.1079203784, output_fired_time: 0.0000000000, propagate_forward_time: 6.4732394218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3390097618
validation[          , genome  6926] predictions:    9767/  10000 (97.67%), best:    9790/10000 (97.90%), error:       725.78033, best error:       691.38538 on epoch:    27, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 81.9641647339s, input_fired_time: 0.9986579418, output_fired_time: 0.6416726112, propagate_forward_time: 32.5180549622, propagate_backward_time: 45.8101692200, weight_update_time: 0.0994425267, other_time: 1.9956130981
epoch time: 6.9371457100s, input_fired_time: 0.1091107205, output_fired_time: 0.0000000000, propagate_forward_time: 6.4842476845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3437871933
validation[          , genome  6926] predictions:    9805/  10000 (98.05%), best:    9805/10000 (98.05%), error:       676.17426, best error:       676.17426 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 82.2451324463s, input_fired_time: 0.9932249188, output_fired_time: 0.6412733793, propagate_forward_time: 32.5381622314, propagate_backward_time: 46.0719146729, weight_update_time: 0.0995653421, other_time: 2.0005569458
epoch time: 6.9093842506s, input_fired_time: 0.1077592224, output_fired_time: 0.0000000000, propagate_forward_time: 6.4649009705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3367242813
validation[          , genome  6926] predictions:    9791/  10000 (97.91%), best:    9805/10000 (98.05%), error:       701.84143, best error:       676.17426 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 81.6900253296s, input_fired_time: 0.9912338853, output_fired_time: 0.6406146884, propagate_forward_time: 32.4226989746, propagate_backward_time: 45.6755523682, weight_update_time: 0.0996064767, other_time: 1.9599227905
epoch time: 6.8801665306s, input_fired_time: 0.1075179428, output_fired_time: 0.0000000000, propagate_forward_time: 6.4258041382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3468446732
validation[          , genome  6926] predictions:    9778/  10000 (97.78%), best:    9805/10000 (98.05%), error:       748.21356, best error:       676.17426 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 82.2768707275s, input_fired_time: 0.9952697158, output_fired_time: 0.6415527463, propagate_forward_time: 32.6195411682, propagate_backward_time: 46.0570831299, weight_update_time: 0.0989312455, other_time: 1.9634208679
epoch time: 6.8979334831s, input_fired_time: 0.1060322225, output_fired_time: 0.0000000000, propagate_forward_time: 6.4554839134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3364171982
validation[          , genome  6926] predictions:    9780/  10000 (97.80%), best:    9805/10000 (98.05%), error:       753.39459, best error:       676.17426 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 81.7297363281s, input_fired_time: 0.9886381626, output_fired_time: 0.6456354856, propagate_forward_time: 32.4683876038, propagate_backward_time: 45.6607208252, weight_update_time: 0.0987589136, other_time: 1.9663505554
epoch time: 6.8920779228s, input_fired_time: 0.1073468626, output_fired_time: 0.0000000000, propagate_forward_time: 6.4476747513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3370561600
validation[          , genome  6926] predictions:    9783/  10000 (97.83%), best:    9805/10000 (98.05%), error:       731.18524, best error:       676.17426 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 82.2053756714s, input_fired_time: 1.0016050339, output_fired_time: 0.6380638480, propagate_forward_time: 32.6911582947, propagate_backward_time: 45.8818397522, weight_update_time: 0.0987913311, other_time: 1.9927139282
epoch time: 6.9202198982s, input_fired_time: 0.1099734157, output_fired_time: 0.0000000000, propagate_forward_time: 6.4653401375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3449063301
validation[          , genome  6926] predictions:    9778/  10000 (97.78%), best:    9805/10000 (98.05%), error:       735.79431, best error:       676.17426 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 81.6925201416s, input_fired_time: 0.9967020154, output_fired_time: 0.6402755380, propagate_forward_time: 32.3815574646, propagate_backward_time: 45.6822509766, weight_update_time: 0.0990484133, other_time: 1.9917335510
epoch time: 6.9829545021s, input_fired_time: 0.1087889001, output_fired_time: 0.0000000000, propagate_forward_time: 6.5315170288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3426485062
validation[          , genome  6926] predictions:    9785/  10000 (97.85%), best:    9805/10000 (98.05%), error:       700.87146, best error:       676.17426 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 82.1198272705s, input_fired_time: 0.9936388731, output_fired_time: 0.6394281387, propagate_forward_time: 32.6632995605, propagate_backward_time: 45.8572311401, weight_update_time: 0.0991780534, other_time: 1.9662322998
epoch time: 6.9254236221s, input_fired_time: 0.1081700698, output_fired_time: 0.0000000000, propagate_forward_time: 6.4786019325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3386516571
validation[          , genome  6926] predictions:    9809/  10000 (98.09%), best:    9809/10000 (98.09%), error:       634.81952, best error:       634.81952 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 81.7629318237s, input_fired_time: 1.0029453039, output_fired_time: 0.6415300369, propagate_forward_time: 32.4158172607, propagate_backward_time: 45.7446670532, weight_update_time: 0.0988633931, other_time: 1.9579696655
epoch time: 6.9630680084s, input_fired_time: 0.1071994603, output_fired_time: 0.0000000000, propagate_forward_time: 6.5147209167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3411474228
validation[          , genome  6926] predictions:    9756/  10000 (97.56%), best:    9809/10000 (98.09%), error:       783.58057, best error:       634.81952 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 81.7784576416s, input_fired_time: 0.9977292418, output_fired_time: 0.6468248963, propagate_forward_time: 32.4467544556, propagate_backward_time: 45.7051658630, weight_update_time: 0.0985942930, other_time: 1.9819831848
epoch time: 6.9598913193s, input_fired_time: 0.1091153771, output_fired_time: 0.0000000000, propagate_forward_time: 6.5096440315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3411316872
validation[          , genome  6926] predictions:    9708/  10000 (97.08%), best:    9809/10000 (98.09%), error:       953.53027, best error:       634.81952 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 81.5175857544s, input_fired_time: 0.9932548404, output_fired_time: 0.6368911266, propagate_forward_time: 32.3820915222, propagate_backward_time: 45.5574951172, weight_update_time: 0.0983586386, other_time: 1.9478492737
epoch time: 6.8735976219s, input_fired_time: 0.1076740623, output_fired_time: 0.0000000000, propagate_forward_time: 6.4238085747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3421149254
validation[          , genome  6926] predictions:    9800/  10000 (98.00%), best:    9809/10000 (98.09%), error:       644.07074, best error:       634.81952 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 81.9396286011s, input_fired_time: 1.0120946169, output_fired_time: 0.6374939680, propagate_forward_time: 32.5433349609, propagate_backward_time: 45.7821693420, weight_update_time: 0.0990321711, other_time: 1.9645347595
epoch time: 6.9666891098s, input_fired_time: 0.1096641347, output_fired_time: 0.0000000000, propagate_forward_time: 6.5058279037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3511972427
validation[          , genome  6926] predictions:    9810/  10000 (98.10%), best:    9810/10000 (98.10%), error:       633.62347, best error:       633.62347 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 81.5455932617s, input_fired_time: 0.9909458160, output_fired_time: 0.6367102265, propagate_forward_time: 32.4129028320, propagate_backward_time: 45.5555000305, weight_update_time: 0.0994805768, other_time: 1.9495353699
epoch time: 6.9221863747s, input_fired_time: 0.1095596775, output_fired_time: 0.0000000000, propagate_forward_time: 6.4716830254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3409438133
validation[          , genome  6926] predictions:    9660/  10000 (96.60%), best:    9810/10000 (98.10%), error:      1097.50049, best error:       633.62347 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 81.7784652710s, input_fired_time: 0.9969069958, output_fired_time: 0.6386359334, propagate_forward_time: 32.4385833740, propagate_backward_time: 45.7372245789, weight_update_time: 0.0994150266, other_time: 1.9671134949
epoch time: 6.8888940811s, input_fired_time: 0.1081233025, output_fired_time: 0.0000000000, propagate_forward_time: 6.4427852631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3379855156
validation[          , genome  6926] predictions:    9725/  10000 (97.25%), best:    9810/10000 (98.10%), error:       895.01361, best error:       633.62347 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 81.6735153198s, input_fired_time: 0.9963678122, output_fired_time: 0.6399627924, propagate_forward_time: 32.4015502930, propagate_backward_time: 45.6775474548, weight_update_time: 0.0996861532, other_time: 1.9580879211
epoch time: 6.9162735939s, input_fired_time: 0.1084219813, output_fired_time: 0.0000000000, propagate_forward_time: 6.4698777199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3379740715
validation[          , genome  6926] predictions:    9811/  10000 (98.11%), best:    9810/10000 (98.10%), error:       644.71167, best error:       633.62347 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 82.0417251587s, input_fired_time: 1.0034818649, output_fired_time: 0.6389116645, propagate_forward_time: 32.5979995728, propagate_backward_time: 45.8291091919, weight_update_time: 0.0992018133, other_time: 1.9722290039
epoch time: 6.9831423759s, input_fired_time: 0.1179402247, output_fired_time: 0.0000000000, propagate_forward_time: 6.5247387886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3404631615
validation[          , genome  6926] predictions:    9805/  10000 (98.05%), best:    9810/10000 (98.10%), error:       666.92712, best error:       633.62347 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 81.8945236206s, input_fired_time: 1.0026906729, output_fired_time: 0.6390563250, propagate_forward_time: 32.4970817566, propagate_backward_time: 45.7727928162, weight_update_time: 0.0993582234, other_time: 1.9829025269
epoch time: 6.8977298737s, input_fired_time: 0.1100455299, output_fired_time: 0.0000000000, propagate_forward_time: 6.4472556114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3404288292
validation[          , genome  6926] predictions:    9726/  10000 (97.26%), best:    9810/10000 (98.10%), error:       849.30481, best error:       633.62347 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 81.6303787231s, input_fired_time: 1.0039201975, output_fired_time: 0.6372063160, propagate_forward_time: 32.3777313232, propagate_backward_time: 45.6312179565, weight_update_time: 0.0985859707, other_time: 1.9803009033
epoch time: 6.8875250816s, input_fired_time: 0.1103005931, output_fired_time: 0.0000000000, propagate_forward_time: 6.4361891747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3410353661
validation[          , genome  6926] predictions:    9791/  10000 (97.91%), best:    9810/10000 (98.10%), error:       693.86627, best error:       633.62347 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 81.6398162842s, input_fired_time: 1.0009309053, output_fired_time: 0.6368722320, propagate_forward_time: 32.4296302795, propagate_backward_time: 45.6056785583, weight_update_time: 0.0990059152, other_time: 1.9667053223
epoch time: 6.9486875534s, input_fired_time: 0.1179779917, output_fired_time: 0.0000000000, propagate_forward_time: 6.4909405708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3397688866
validation[          , genome  6926] predictions:    9821/  10000 (98.21%), best:    9821/10000 (98.21%), error:       614.83301, best error:       614.83301 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 82.2965850830s, input_fired_time: 1.0071763992, output_fired_time: 0.6524716616, propagate_forward_time: 32.6700973511, propagate_backward_time: 45.9882926941, weight_update_time: 0.0995331332, other_time: 1.9785423279
epoch time: 6.9168200493s, input_fired_time: 0.1104696989, output_fired_time: 0.0000000000, propagate_forward_time: 6.4690442085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3373060226
validation[          , genome  6926] predictions:    9782/  10000 (97.82%), best:    9821/10000 (98.21%), error:       734.80792, best error:       614.83301 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 82.0081024170s, input_fired_time: 1.0076434612, output_fired_time: 0.6433753967, propagate_forward_time: 32.5177307129, propagate_backward_time: 45.8624000549, weight_update_time: 0.0990446582, other_time: 1.9769554138
epoch time: 6.9090313911s, input_fired_time: 0.1085332334, output_fired_time: 0.0000000000, propagate_forward_time: 6.4642682076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3362298012
validation[          , genome  6926] predictions:    9799/  10000 (97.99%), best:    9821/10000 (98.21%), error:       710.93958, best error:       614.83301 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 82.4429855347s, input_fired_time: 1.0702910423, output_fired_time: 0.6452819109, propagate_forward_time: 32.6587486267, propagate_backward_time: 46.0895233154, weight_update_time: 0.0994392112, other_time: 1.9791450500
epoch time: 6.8962292671s, input_fired_time: 0.1096173227, output_fired_time: 0.0000000000, propagate_forward_time: 6.4505290985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3360829353
validation[          , genome  6926] predictions:    9799/  10000 (97.99%), best:    9821/10000 (98.21%), error:       655.25610, best error:       614.83301 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 81.8094635010s, input_fired_time: 0.9975563884, output_fired_time: 0.6380227208, propagate_forward_time: 32.4820709229, propagate_backward_time: 45.7429428101, weight_update_time: 0.0984906927, other_time: 1.9488677979
epoch time: 7.0988554955s, input_fired_time: 0.1103009656, output_fired_time: 0.0000000000, propagate_forward_time: 6.6465454102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3420090675
validation[          , genome  6926] predictions:    9798/  10000 (97.98%), best:    9821/10000 (98.21%), error:       674.34589, best error:       614.83301 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 82.1091079712s, input_fired_time: 0.9994559884, output_fired_time: 0.6412039399, propagate_forward_time: 32.5436668396, propagate_backward_time: 45.9552955627, weight_update_time: 0.0991840065, other_time: 1.9694824219
epoch time: 7.1618595123s, input_fired_time: 0.1154513955, output_fired_time: 0.0000000000, propagate_forward_time: 6.6887378693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3576703072
validation[          , genome  6926] predictions:    9769/  10000 (97.69%), best:    9821/10000 (98.21%), error:       793.24738, best error:       614.83301 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 81.8958816528s, input_fired_time: 1.0257359743, output_fired_time: 0.6363984346, propagate_forward_time: 32.5802421570, propagate_backward_time: 45.6956672668, weight_update_time: 0.0976951569, other_time: 1.9578399658
epoch time: 6.8849735260s, input_fired_time: 0.1109033003, output_fired_time: 0.0000000000, propagate_forward_time: 6.4373531342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3367171288
validation[          , genome  6926] predictions:    9779/  10000 (97.79%), best:    9821/10000 (98.21%), error:       686.61505, best error:       614.83301 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 81.4415054321s, input_fired_time: 1.0006654263, output_fired_time: 0.6436324716, propagate_forward_time: 32.3372077942, propagate_backward_time: 45.5117492676, weight_update_time: 0.0980492830, other_time: 1.9482536316
epoch time: 6.9083113670s, input_fired_time: 0.1088184789, output_fired_time: 0.0000000000, propagate_forward_time: 6.4640989304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3353939056
validation[          , genome  6926] predictions:    9763/  10000 (97.63%), best:    9821/10000 (98.21%), error:       788.14679, best error:       614.83301 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 81.7608718872s, input_fired_time: 1.0036782026, output_fired_time: 0.6387256980, propagate_forward_time: 32.5668640137, propagate_backward_time: 45.5835113525, weight_update_time: 0.0988452807, other_time: 1.9680938721
epoch time: 6.9174118042s, input_fired_time: 0.1104506552, output_fired_time: 0.0000000000, propagate_forward_time: 6.4675283432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3394327164
validation[          , genome  6926] predictions:    9783/  10000 (97.83%), best:    9821/10000 (98.21%), error:       762.56512, best error:       614.83301 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 81.8966903687s, input_fired_time: 1.0093847513, output_fired_time: 0.6404838562, propagate_forward_time: 32.4757614136, propagate_backward_time: 45.8029785156, weight_update_time: 0.0992986932, other_time: 1.9680862427
epoch time: 6.9235749245s, input_fired_time: 0.1088738441, output_fired_time: 0.0000000000, propagate_forward_time: 6.4782557487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3364453316
validation[          , genome  6926] predictions:    9801/  10000 (98.01%), best:    9821/10000 (98.21%), error:       642.34991, best error:       614.83301 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 82.1020278931s, input_fired_time: 1.0032031536, output_fired_time: 0.6374261379, propagate_forward_time: 32.5662231445, propagate_backward_time: 45.8926315308, weight_update_time: 0.0990157202, other_time: 2.0025405884
epoch time: 6.9686837196s, input_fired_time: 0.1093167961, output_fired_time: 0.0000000000, propagate_forward_time: 6.5228629112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3365039825
validation[          , genome  6926] predictions:    9808/  10000 (98.08%), best:    9821/10000 (98.21%), error:       635.92114, best error:       614.83301 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 82.0026321411s, input_fired_time: 1.0100380182, output_fired_time: 0.6390054226, propagate_forward_time: 32.5174942017, propagate_backward_time: 45.8790435791, weight_update_time: 0.0990634263, other_time: 1.9570465088
epoch time: 6.9864954948s, input_fired_time: 0.1138839200, output_fired_time: 0.0000000000, propagate_forward_time: 6.5187597275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3538517952
validation[          , genome  6926] predictions:    9804/  10000 (98.04%), best:    9821/10000 (98.21%), error:       646.77429, best error:       614.83301 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 81.9286270142s, input_fired_time: 1.0030156374, output_fired_time: 0.6392639875, propagate_forward_time: 32.5376625061, propagate_backward_time: 45.7730979919, weight_update_time: 0.0989154056, other_time: 1.9755859375
epoch time: 6.9901442528s, input_fired_time: 0.1105090231, output_fired_time: 0.0000000000, propagate_forward_time: 6.5438508987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3357844353
validation[          , genome  6926] predictions:    9781/  10000 (97.81%), best:    9821/10000 (98.21%), error:       710.76733, best error:       614.83301 on epoch:    65, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 81.8274765015s, input_fired_time: 1.0140937567, output_fired_time: 0.6387363672, propagate_forward_time: 32.4852828979, propagate_backward_time: 45.7221412659, weight_update_time: 0.0990230888, other_time: 1.9672279358
epoch time: 6.9161663055s, input_fired_time: 0.1104198396, output_fired_time: 0.0000000000, propagate_forward_time: 6.4684653282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3372812271
validation[          , genome  6926] predictions:    9789/  10000 (97.89%), best:    9821/10000 (98.21%), error:       677.47681, best error:       614.83301 on epoch:    65, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 82.3202133179s, input_fired_time: 1.0235921144, output_fired_time: 0.6515537500, propagate_forward_time: 32.6048927307, propagate_backward_time: 46.0186958313, weight_update_time: 0.0992647558, other_time: 2.0214843750
epoch time: 6.8648209572s, input_fired_time: 0.1072393432, output_fired_time: 0.0000000000, propagate_forward_time: 6.4262704849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3313112259
validation[          , genome  6926] predictions:    9816/  10000 (98.16%), best:    9821/10000 (98.21%), error:       649.38489, best error:       614.83301 on epoch:    65, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 81.3750915527s, input_fired_time: 0.9931049943, output_fired_time: 0.6386935711, propagate_forward_time: 32.2946548462, propagate_backward_time: 45.5042076111, weight_update_time: 0.0985204056, other_time: 1.9444313049
epoch time: 6.8604459763s, input_fired_time: 0.1067714095, output_fired_time: 0.0000000000, propagate_forward_time: 6.4213619232, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3323125839
validation[          , genome  6926] predictions:    9815/  10000 (98.15%), best:    9821/10000 (98.21%), error:       653.03748, best error:       614.83301 on epoch:    65, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 81.6238327026s, input_fired_time: 1.0100924969, output_fired_time: 0.6397910714, propagate_forward_time: 32.4201240540, propagate_backward_time: 45.5893402100, weight_update_time: 0.0986871943, other_time: 1.9644813538
epoch time: 6.9701042175s, input_fired_time: 0.1106187999, output_fired_time: 0.0000000000, propagate_forward_time: 6.5204257965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3390598297
validation[          , genome  6926] predictions:    9814/  10000 (98.14%), best:    9821/10000 (98.21%), error:       664.64301, best error:       614.83301 on epoch:    65, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 81.3634719849s, input_fired_time: 0.9922074080, output_fired_time: 0.6351796389, propagate_forward_time: 32.3636131287, propagate_backward_time: 45.4242477417, weight_update_time: 0.0988905653, other_time: 1.9482231140
epoch time: 6.8846626282s, input_fired_time: 0.1090000570, output_fired_time: 0.0000000000, propagate_forward_time: 6.4401745796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3354878426
validation[          , genome  6926] predictions:    9793/  10000 (97.93%), best:    9821/10000 (98.21%), error:       736.15009, best error:       614.83301 on epoch:    65, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 82.0749893188s, input_fired_time: 1.0301353931, output_fired_time: 0.6394740343, propagate_forward_time: 32.5068206787, propagate_backward_time: 45.9416465759, weight_update_time: 0.0984793156, other_time: 1.9569129944
epoch time: 6.8723015785s, input_fired_time: 0.1089093611, output_fired_time: 0.0000000000, propagate_forward_time: 6.4310970306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3322954178
validation[          , genome  6926] predictions:    9801/  10000 (98.01%), best:    9821/10000 (98.21%), error:       696.58118, best error:       614.83301 on epoch:    65, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 81.8989028931s, input_fired_time: 1.0138431787, output_fired_time: 0.6471343040, propagate_forward_time: 32.5214309692, propagate_backward_time: 45.7272605896, weight_update_time: 0.0984428674, other_time: 1.9892387390
epoch time: 7.1045546532s, input_fired_time: 0.1160303280, output_fired_time: 0.0000000000, propagate_forward_time: 6.6067209244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3818035126
validation[          , genome  6926] predictions:    9781/  10000 (97.81%), best:    9821/10000 (98.21%), error:       704.55768, best error:       614.83301 on epoch:    65, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 82.4424972534s, input_fired_time: 1.0322148800, output_fired_time: 0.6446068287, propagate_forward_time: 32.7094078064, propagate_backward_time: 46.0594024658, weight_update_time: 0.0988791585, other_time: 1.9968681335
epoch time: 6.9844408035s, input_fired_time: 0.1095298454, output_fired_time: 0.0000000000, propagate_forward_time: 6.5323777199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3425331116
validation[          , genome  6926] predictions:    9790/  10000 (97.90%), best:    9821/10000 (98.21%), error:       689.41113, best error:       614.83301 on epoch:    65, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 81.4861984253s, input_fired_time: 0.9908636808, output_fired_time: 0.6360972524, propagate_forward_time: 32.3137130737, propagate_backward_time: 45.6054916382, weight_update_time: 0.0978844240, other_time: 1.9400329590
epoch time: 6.8449506760s, input_fired_time: 0.1070648804, output_fired_time: 0.0000000000, propagate_forward_time: 6.4101076126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3277783394
validation[          , genome  6926] predictions:    9804/  10000 (98.04%), best:    9821/10000 (98.21%), error:       644.10809, best error:       614.83301 on epoch:    65, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 81.4661788940s, input_fired_time: 1.0000257492, output_fired_time: 0.6386073828, propagate_forward_time: 32.3497161865, propagate_backward_time: 45.5099372864, weight_update_time: 0.1025638506, other_time: 1.9678916931
epoch time: 6.8867182732s, input_fired_time: 0.1088090762, output_fired_time: 0.0000000000, propagate_forward_time: 6.4452328682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3326764107
validation[          , genome  6926] predictions:    9781/  10000 (97.81%), best:    9821/10000 (98.21%), error:       697.13257, best error:       614.83301 on epoch:    65, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 82.0926208496s, input_fired_time: 1.0125688314, output_fired_time: 0.6484237313, propagate_forward_time: 32.6207046509, propagate_backward_time: 45.8338356018, weight_update_time: 0.0990358889, other_time: 1.9770927429
epoch time: 6.9518938065s, input_fired_time: 0.1160396487, output_fired_time: 0.0000000000, propagate_forward_time: 6.4859476089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3499064445
validation[          , genome  6926] predictions:    9723/  10000 (97.23%), best:    9821/10000 (98.21%), error:       959.28406, best error:       614.83301 on epoch:    65, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 82.2018508911s, input_fired_time: 1.0419459343, output_fired_time: 0.6402825117, propagate_forward_time: 32.6099090576, propagate_backward_time: 45.9201354980, weight_update_time: 0.0989048630, other_time: 1.9895782471
epoch time: 7.0878186226s, input_fired_time: 0.1125859916, output_fired_time: 0.0000000000, propagate_forward_time: 6.6239466667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3512859344
validation[          , genome  6926] predictions:    9796/  10000 (97.96%), best:    9821/10000 (98.21%), error:       710.86945, best error:       614.83301 on epoch:    65, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 81.4981765747s, input_fired_time: 1.0038428307, output_fired_time: 0.6386126280, propagate_forward_time: 32.3247184753, propagate_backward_time: 45.5600891113, weight_update_time: 0.0984335095, other_time: 1.9709129333
epoch time: 6.8825011253s, input_fired_time: 0.1090170145, output_fired_time: 0.0000000000, propagate_forward_time: 6.4398560524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3336281776
validation[          , genome  6926] predictions:    9782/  10000 (97.82%), best:    9821/10000 (98.21%), error:       721.85089, best error:       614.83301 on epoch:    65, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 81.6765518188s, input_fired_time: 1.0052936077, output_fired_time: 0.6375153661, propagate_forward_time: 32.4029541016, propagate_backward_time: 45.6669769287, weight_update_time: 0.0986855179, other_time: 1.9638137817
epoch time: 6.8785672188s, input_fired_time: 0.1083972603, output_fired_time: 0.0000000000, propagate_forward_time: 6.4375095367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3326601982
validation[          , genome  6926] predictions:    9778/  10000 (97.78%), best:    9821/10000 (98.21%), error:       722.61554, best error:       614.83301 on epoch:    65, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 82.0562667847s, input_fired_time: 1.0228962898, output_fired_time: 0.6473429203, propagate_forward_time: 32.5878982544, propagate_backward_time: 45.8483581543, weight_update_time: 0.0988534465, other_time: 1.9497680664
epoch time: 6.9737534523s, input_fired_time: 0.1143199354, output_fired_time: 0.0000000000, propagate_forward_time: 6.5145339966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3448996544
validation[          , genome  6926] predictions:    9804/  10000 (98.04%), best:    9821/10000 (98.21%), error:       674.08167, best error:       614.83301 on epoch:    65, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 82.0285949707s, input_fired_time: 1.0217812061, output_fired_time: 0.6424708962, propagate_forward_time: 32.5170745850, propagate_backward_time: 45.8434600830, weight_update_time: 0.0991217792, other_time: 2.0038070679
epoch time: 6.9268207550s, input_fired_time: 0.1130657271, output_fired_time: 0.0000000000, propagate_forward_time: 6.4694614410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3442935944
validation[          , genome  6926] predictions:    9807/  10000 (98.07%), best:    9821/10000 (98.21%), error:       655.50427, best error:       614.83301 on epoch:    65, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 81.8259582520s, input_fired_time: 1.0097606182, output_fired_time: 0.6395084262, propagate_forward_time: 32.5097045898, propagate_backward_time: 45.6870155334, weight_update_time: 0.0992404222, other_time: 1.9799690247
epoch time: 6.9379677773s, input_fired_time: 0.1149915457, output_fired_time: 0.0000000000, propagate_forward_time: 6.4800982475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3428778648
validation[          , genome  6926] predictions:    9790/  10000 (97.90%), best:    9821/10000 (98.21%), error:       679.77875, best error:       614.83301 on epoch:    65, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 81.6806793213s, input_fired_time: 1.0225825310, output_fired_time: 0.6514772773, propagate_forward_time: 32.3893852234, propagate_backward_time: 45.6309013367, weight_update_time: 0.0989437401, other_time: 1.9863357544
epoch time: 6.8875389099s, input_fired_time: 0.1133104935, output_fired_time: 0.0000000000, propagate_forward_time: 6.4318776131, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3423509598
validation[          , genome  6926] predictions:    9789/  10000 (97.89%), best:    9821/10000 (98.21%), error:       656.97565, best error:       614.83301 on epoch:    65, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 82.0798339844s, input_fired_time: 1.0233954191, output_fired_time: 0.6418319345, propagate_forward_time: 32.4897956848, propagate_backward_time: 45.9394607544, weight_update_time: 0.0987305120, other_time: 1.9853553772
epoch time: 7.1557927132s, input_fired_time: 0.1109794974, output_fired_time: 0.0000000000, propagate_forward_time: 6.7053165436, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3394966125
validation[          , genome  6926] predictions:    9762/  10000 (97.62%), best:    9821/10000 (98.21%), error:       811.13892, best error:       614.83301 on epoch:    65, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 81.9660263062s, input_fired_time: 1.0238763094, output_fired_time: 0.6390157938, propagate_forward_time: 32.5597534180, propagate_backward_time: 45.7413139343, weight_update_time: 0.0985448137, other_time: 2.0020637512
epoch time: 6.9046134949s, input_fired_time: 0.1090585962, output_fired_time: 0.0000000000, propagate_forward_time: 6.4645113945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3310437202
validation[          , genome  6926] predictions:    9780/  10000 (97.80%), best:    9821/10000 (98.21%), error:       723.79773, best error:       614.83301 on epoch:    65, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 82.1792526245s, input_fired_time: 1.0256302357, output_fired_time: 0.6405738592, propagate_forward_time: 32.5608139038, propagate_backward_time: 45.9551849365, weight_update_time: 0.0990918055, other_time: 1.9970550537
epoch time: 6.9979577065s, input_fired_time: 0.1168115735, output_fired_time: 0.0000000000, propagate_forward_time: 6.5243926048, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3567533493
validation[          , genome  6926] predictions:    9746/  10000 (97.46%), best:    9821/10000 (98.21%), error:       819.06757, best error:       614.83301 on epoch:    65, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 81.5094909668s, input_fired_time: 0.9966955781, output_fired_time: 0.6380344033, propagate_forward_time: 32.3413658142, propagate_backward_time: 45.5854148865, weight_update_time: 0.0987356156, other_time: 1.9479827881
epoch time: 6.9200234413s, input_fired_time: 0.1121767983, output_fired_time: 0.0000000000, propagate_forward_time: 6.4718790054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3359675407
validation[          , genome  6926] predictions:    9790/  10000 (97.90%), best:    9821/10000 (98.21%), error:       691.07349, best error:       614.83301 on epoch:    65, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 81.6514816284s, input_fired_time: 1.0078443289, output_fired_time: 0.6375193596, propagate_forward_time: 32.4445915222, propagate_backward_time: 45.6033668518, weight_update_time: 0.0978796408, other_time: 1.9581604004
epoch time: 6.9088788033s, input_fired_time: 0.1088542417, output_fired_time: 0.0000000000, propagate_forward_time: 6.4604783058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3395462036
validation[          , genome  6926] predictions:    9768/  10000 (97.68%), best:    9821/10000 (98.21%), error:       747.86505, best error:       614.83301 on epoch:    65, 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: 34.5879287720s, input_fired_time: 0.5586955547, output_fired_time: 0.0000000000, propagate_forward_time: 32.2842750549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.7449569702
best training[          , genome  6926] predictions:   49723/  50000 (99.45%), best:    9821/10000 (98.21%), error:      1228.64099, best error:       614.83301 on epoch:    65, 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: 6.9257426262s, input_fired_time: 0.1097996682, output_fired_time: 0.0000000000, propagate_forward_time: 6.4712123871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3447303772
   testing[          , genome  6926] predictions:    9819/  10000 (98.19%), best:    9821/10000 (98.21%), error:       607.09418, best error:       614.83301 on epoch:    65, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
01:46:42 (24152): called boinc_finish(0)

</stderr_txt>
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