Nameexact_genome_1512568488_45_7104_0
Workunit2606791
Created7 Dec 2017, 23:55:19 UTC
Sent7 Dec 2017, 23:57:16 UTC
Report deadline18 Dec 2017, 11:30:56 UTC
Received8 Dec 2017, 3:24:09 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID66849
Run time2 hours 25 min 56 sec
CPU time2 hours 20 min 39 sec
Validate stateValid
Credit2,620.43
Device peak FLOPS3.71 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.40 MB
Peak swap size159.52 MB
Peak disk usage2.30 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
_fired_time: 0.1168277711, output_fired_time: 0.0000000000, propagate_forward_time: 5.7770247459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2933497429
validation[          , genome  7104] predictions:    9717/  10000 (97.17%), best:    9748/10000 (97.48%), error:       860.36572, best error:       809.68762 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 78.2932357788s, input_fired_time: 0.9079590440, output_fired_time: 0.7255950570, propagate_forward_time: 28.8548374176, propagate_backward_time: 46.1130218506, weight_update_time: 0.1056369394, other_time: 1.6918258667
epoch time: 6.1906294823s, input_fired_time: 0.1065220237, output_fired_time: 0.0000000000, propagate_forward_time: 5.7934989929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2906084061
validation[          , genome  7104] predictions:    9711/  10000 (97.11%), best:    9748/10000 (97.48%), error:       922.85278, best error:       809.68762 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 78.5533981323s, input_fired_time: 0.9088058472, output_fired_time: 0.7055376172, propagate_forward_time: 29.1037311554, propagate_backward_time: 46.1697006226, weight_update_time: 0.1032545120, other_time: 1.6656265259
epoch time: 6.1475825310s, input_fired_time: 0.1045527533, output_fired_time: 0.0000000000, propagate_forward_time: 5.7503142357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2927155495
validation[          , genome  7104] predictions:    9751/  10000 (97.51%), best:    9751/10000 (97.51%), error:       798.17590, best error:       798.17590 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 79.3535766602s, input_fired_time: 0.8981163502, output_fired_time: 0.7065345049, propagate_forward_time: 29.2954063416, propagate_backward_time: 46.7731094360, weight_update_time: 0.1055881903, other_time: 1.6804084778
epoch time: 6.1748595238s, input_fired_time: 0.1135466099, output_fired_time: 0.0000000000, propagate_forward_time: 5.7735667229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2877459526
validation[          , genome  7104] predictions:    9679/  10000 (96.79%), best:    9751/10000 (97.51%), error:      1062.67175, best error:       798.17590 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 77.9811096191s, input_fired_time: 0.9009953141, output_fired_time: 0.7009078264, propagate_forward_time: 28.8954563141, propagate_backward_time: 45.8497505188, weight_update_time: 0.1034858301, other_time: 1.6340065002
epoch time: 6.1554279327s, input_fired_time: 0.1045523733, output_fired_time: 0.0000000000, propagate_forward_time: 5.7578301430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2930455208
validation[          , genome  7104] predictions:    9758/  10000 (97.58%), best:    9751/10000 (97.51%), error:       808.86359, best error:       798.17590 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 78.8444061279s, input_fired_time: 0.9132200480, output_fired_time: 0.7115846276, propagate_forward_time: 29.1914367676, propagate_backward_time: 46.3653564453, weight_update_time: 0.1000393331, other_time: 1.6628036499
epoch time: 6.1356053352s, input_fired_time: 0.1096075699, output_fired_time: 0.0000000000, propagate_forward_time: 5.7348742485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2911233902
validation[          , genome  7104] predictions:    9766/  10000 (97.66%), best:    9766/10000 (97.66%), error:       751.83844, best error:       751.83844 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 78.1919174194s, input_fired_time: 0.9006905556, output_fired_time: 0.7236087322, propagate_forward_time: 28.9464759827, propagate_backward_time: 45.9360313416, weight_update_time: 0.1027383804, other_time: 1.6851119995
epoch time: 6.2075881958s, input_fired_time: 0.1060162410, output_fired_time: 0.0000000000, propagate_forward_time: 5.8054199219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2961521149
validation[          , genome  7104] predictions:    9768/  10000 (97.68%), best:    9766/10000 (97.66%), error:       769.51691, best error:       751.83844 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 78.2078628540s, input_fired_time: 0.8890088201, output_fired_time: 0.7033476830, propagate_forward_time: 28.9876842499, propagate_backward_time: 45.9758529663, weight_update_time: 0.1022865325, other_time: 1.6519699097
epoch time: 6.1622252464s, input_fired_time: 0.1031552777, output_fired_time: 0.0000000000, propagate_forward_time: 5.7693519592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2897181511
validation[          , genome  7104] predictions:    9733/  10000 (97.33%), best:    9766/10000 (97.66%), error:       843.59357, best error:       751.83844 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 77.9218826294s, input_fired_time: 0.8920099139, output_fired_time: 0.7076497078, propagate_forward_time: 28.8075675964, propagate_backward_time: 45.8722686768, weight_update_time: 0.1007747799, other_time: 1.6423835754
epoch time: 6.1349167824s, input_fired_time: 0.1037806869, output_fired_time: 0.0000000000, propagate_forward_time: 5.7421584129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2889776230
validation[          , genome  7104] predictions:    9771/  10000 (97.71%), best:    9771/10000 (97.71%), error:       751.40631, best error:       751.40631 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 78.7641677856s, input_fired_time: 0.8879783750, output_fired_time: 0.6980016232, propagate_forward_time: 29.2116584778, propagate_backward_time: 46.3223457336, weight_update_time: 0.1016782969, other_time: 1.6441879272
epoch time: 6.3336243629s, input_fired_time: 0.1044510230, output_fired_time: 0.0000000000, propagate_forward_time: 5.9196038246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3095693588
validation[          , genome  7104] predictions:    9717/  10000 (97.17%), best:    9771/10000 (97.71%), error:       848.41284, best error:       751.40631 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 78.0373764038s, input_fired_time: 0.8866782188, output_fired_time: 0.7064915299, propagate_forward_time: 28.9338493347, propagate_backward_time: 45.8535537720, weight_update_time: 0.1025829390, other_time: 1.6568031311
epoch time: 6.1585488319s, input_fired_time: 0.1083917171, output_fired_time: 0.0000000000, propagate_forward_time: 5.7557706833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2943863869
validation[          , genome  7104] predictions:    9714/  10000 (97.14%), best:    9771/10000 (97.71%), error:       913.76245, best error:       751.40631 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 78.1189422607s, input_fired_time: 0.9025958776, output_fired_time: 0.7061553597, propagate_forward_time: 28.9517784119, propagate_backward_time: 45.9231414795, weight_update_time: 0.1011292189, other_time: 1.6352729797
epoch time: 6.1496706009s, input_fired_time: 0.1046229303, output_fired_time: 0.0000000000, propagate_forward_time: 5.7569012642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2881464958
validation[          , genome  7104] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       724.09943, best error:       724.09943 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 78.2778091431s, input_fired_time: 0.8892843723, output_fired_time: 0.7258628011, propagate_forward_time: 28.9712238312, propagate_backward_time: 46.0479393005, weight_update_time: 0.1014442369, other_time: 1.6435050964
epoch time: 6.1751828194s, input_fired_time: 0.1059014574, output_fired_time: 0.0000000000, propagate_forward_time: 5.7745203972, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2947611809
validation[          , genome  7104] predictions:    9779/  10000 (97.79%), best:    9779/10000 (97.79%), error:       723.53485, best error:       723.53485 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 78.9251480103s, input_fired_time: 0.8986545801, output_fired_time: 0.7148124576, propagate_forward_time: 29.2472496033, propagate_backward_time: 46.3956108093, weight_update_time: 0.1010365561, other_time: 1.6688232422
epoch time: 6.1762399673s, input_fired_time: 0.1121404171, output_fired_time: 0.0000000000, propagate_forward_time: 5.7708382607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2932610512
validation[          , genome  7104] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       700.06378, best error:       700.06378 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 78.1172561646s, input_fired_time: 0.9149469733, output_fired_time: 0.7066596150, propagate_forward_time: 28.9114322662, propagate_backward_time: 45.9252967834, weight_update_time: 0.1119455099, other_time: 1.6589241028
epoch time: 6.1660246849s, input_fired_time: 0.1071196273, output_fired_time: 0.0000000000, propagate_forward_time: 5.7652482986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2936568260
validation[          , genome  7104] predictions:    9737/  10000 (97.37%), best:    9773/10000 (97.73%), error:       807.01563, best error:       700.06378 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 77.9354400635s, input_fired_time: 0.9060145617, output_fired_time: 0.7006238103, propagate_forward_time: 28.8093738556, propagate_backward_time: 45.8835144043, weight_update_time: 0.1014804915, other_time: 1.6359176636
epoch time: 6.1559643745s, input_fired_time: 0.1041193604, output_fired_time: 0.0000000000, propagate_forward_time: 5.7594728470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2923722267
validation[          , genome  7104] predictions:    9780/  10000 (97.80%), best:    9773/10000 (97.73%), error:       720.69281, best error:       700.06378 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 78.2080001831s, input_fired_time: 0.8919597268, output_fired_time: 0.7038052678, propagate_forward_time: 28.9449253082, propagate_backward_time: 46.0203361511, weight_update_time: 0.1011475101, other_time: 1.6469764709
epoch time: 6.4357614517s, input_fired_time: 0.1190376580, output_fired_time: 0.0000000000, propagate_forward_time: 6.0197429657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2969808578
validation[          , genome  7104] predictions:    9745/  10000 (97.45%), best:    9773/10000 (97.73%), error:       851.38824, best error:       700.06378 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 78.4402847290s, input_fired_time: 0.9022490382, output_fired_time: 0.7013496161, propagate_forward_time: 29.0061798096, propagate_backward_time: 46.1641883850, weight_update_time: 0.1020548493, other_time: 1.6663169861
epoch time: 6.1491270065s, input_fired_time: 0.1035664156, output_fired_time: 0.0000000000, propagate_forward_time: 5.7519397736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2936205864
validation[          , genome  7104] predictions:    9784/  10000 (97.84%), best:    9784/10000 (97.84%), error:       694.19165, best error:       694.19165 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 78.6267471313s, input_fired_time: 0.9248129129, output_fired_time: 0.6988316774, propagate_forward_time: 28.9975566864, propagate_backward_time: 46.3233947754, weight_update_time: 0.1038664579, other_time: 1.6821517944
epoch time: 6.3106260300s, input_fired_time: 0.1044561565, output_fired_time: 0.0000000000, propagate_forward_time: 5.9092140198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2969560623
validation[          , genome  7104] predictions:    9791/  10000 (97.91%), best:    9791/10000 (97.91%), error:       689.06769, best error:       689.06769 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 78.1176300049s, input_fired_time: 0.9209852219, output_fired_time: 0.7062789798, propagate_forward_time: 28.8455104828, propagate_backward_time: 46.0050773621, weight_update_time: 0.1006063819, other_time: 1.6397819519
epoch time: 6.1444892883s, input_fired_time: 0.1040494815, output_fired_time: 0.0000000000, propagate_forward_time: 5.7513957024, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2890439034
validation[          , genome  7104] predictions:    9800/  10000 (98.00%), best:    9800/10000 (98.00%), error:       676.18561, best error:       676.18561 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 78.1570205688s, input_fired_time: 0.9075965881, output_fired_time: 0.7181216478, propagate_forward_time: 28.9506320953, propagate_backward_time: 45.9170799255, weight_update_time: 0.1139734685, other_time: 1.6635856628
epoch time: 6.2198081017s, input_fired_time: 0.1046267971, output_fired_time: 0.0000000000, propagate_forward_time: 5.8177146912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2974667549
validation[          , genome  7104] predictions:    9773/  10000 (97.73%), best:    9800/10000 (98.00%), error:       716.06561, best error:       676.18561 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 78.1099624634s, input_fired_time: 0.8973362446, output_fired_time: 0.7327017188, propagate_forward_time: 28.7965965271, propagate_backward_time: 46.0213699341, weight_update_time: 0.1041688696, other_time: 1.6619529724
epoch time: 6.1186208725s, input_fired_time: 0.1049331129, output_fired_time: 0.0000000000, propagate_forward_time: 5.7227377892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2909498215
validation[          , genome  7104] predictions:    9800/  10000 (98.00%), best:    9800/10000 (98.00%), error:       649.19470, best error:       649.19470 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 77.8560104370s, input_fired_time: 0.9084812999, output_fired_time: 0.7016366720, propagate_forward_time: 28.7989349365, propagate_backward_time: 45.8028755188, weight_update_time: 0.1033599600, other_time: 1.6440849304
epoch time: 6.1734166145s, input_fired_time: 0.1048740819, output_fired_time: 0.0000000000, propagate_forward_time: 5.7790598869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2894825935
validation[          , genome  7104] predictions:    9746/  10000 (97.46%), best:    9800/10000 (98.00%), error:       819.77356, best error:       649.19470 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 78.7995986938s, input_fired_time: 0.9191366434, output_fired_time: 0.7212200165, propagate_forward_time: 29.0905170441, propagate_backward_time: 46.3943786621, weight_update_time: 0.1080193073, other_time: 1.6743469238
epoch time: 6.5817003250s, input_fired_time: 0.1050906256, output_fired_time: 0.0000000000, propagate_forward_time: 6.1161766052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3604331017
validation[          , genome  7104] predictions:    9752/  10000 (97.52%), best:    9800/10000 (98.00%), error:       819.85016, best error:       649.19470 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 78.5023040771s, input_fired_time: 0.9197756052, output_fired_time: 0.6965334415, propagate_forward_time: 29.1366958618, propagate_backward_time: 46.0951309204, weight_update_time: 0.1006098986, other_time: 1.6541671753
epoch time: 6.1303691864s, input_fired_time: 0.1046768352, output_fired_time: 0.0000000000, propagate_forward_time: 5.7290048599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2966876030
validation[          , genome  7104] predictions:    9771/  10000 (97.71%), best:    9800/10000 (98.00%), error:       737.88062, best error:       649.19470 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 78.2304534912s, input_fired_time: 0.9085546732, output_fired_time: 0.6977869272, propagate_forward_time: 29.0220546722, propagate_backward_time: 45.9604454041, weight_update_time: 0.1009239480, other_time: 1.6416130066
epoch time: 6.2448153496s, input_fired_time: 0.1049939916, output_fired_time: 0.0000000000, propagate_forward_time: 5.8399958611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2998256683
validation[          , genome  7104] predictions:    9793/  10000 (97.93%), best:    9800/10000 (98.00%), error:       667.02551, best error:       649.19470 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 78.3584136963s, input_fired_time: 0.9052020311, output_fired_time: 0.7053570747, propagate_forward_time: 28.9033050537, propagate_backward_time: 46.1944503784, weight_update_time: 0.1014866382, other_time: 1.6500930786
epoch time: 6.1751594543s, input_fired_time: 0.1079214141, output_fired_time: 0.0000000000, propagate_forward_time: 5.7643127441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3029251099
validation[          , genome  7104] predictions:    9754/  10000 (97.54%), best:    9800/10000 (98.00%), error:       792.27344, best error:       649.19470 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 78.6373901367s, input_fired_time: 0.9059039354, output_fired_time: 0.7093009353, propagate_forward_time: 29.1586513519, propagate_backward_time: 46.1909523010, weight_update_time: 0.1053068414, other_time: 1.6725807190
epoch time: 6.2016549110s, input_fired_time: 0.1066166684, output_fired_time: 0.0000000000, propagate_forward_time: 5.7933449745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3016934395
validation[          , genome  7104] predictions:    9805/  10000 (98.05%), best:    9805/10000 (98.05%), error:       639.95392, best error:       639.95392 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 78.7169952393s, input_fired_time: 0.9169830680, output_fired_time: 0.7012662292, propagate_forward_time: 29.0659961700, propagate_backward_time: 46.3704414368, weight_update_time: 0.1015221924, other_time: 1.6623115540
epoch time: 6.1140961647s, input_fired_time: 0.1058369726, output_fired_time: 0.0000000000, propagate_forward_time: 5.7206926346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2875666618
validation[          , genome  7104] predictions:    9786/  10000 (97.86%), best:    9805/10000 (98.05%), error:       725.47327, best error:       639.95392 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 78.3605651855s, input_fired_time: 0.9073503613, output_fired_time: 0.7036197782, propagate_forward_time: 28.9522781372, propagate_backward_time: 46.1627120972, weight_update_time: 0.1011798903, other_time: 1.6346054077
epoch time: 6.1678304672s, input_fired_time: 0.1050996184, output_fired_time: 0.0000000000, propagate_forward_time: 5.7755560875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2871747017
validation[          , genome  7104] predictions:    9785/  10000 (97.85%), best:    9805/10000 (98.05%), error:       693.02087, best error:       639.95392 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 78.6328887939s, input_fired_time: 0.9116835594, output_fired_time: 0.7216601968, propagate_forward_time: 29.0001964569, propagate_backward_time: 46.3566246033, weight_update_time: 0.1027522385, other_time: 1.6427268982
epoch time: 6.6965990067s, input_fired_time: 0.1237169579, output_fired_time: 0.0000000000, propagate_forward_time: 6.2448635101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3280186653
validation[          , genome  7104] predictions:    9788/  10000 (97.88%), best:    9805/10000 (98.05%), error:       715.77118, best error:       639.95392 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 78.1728668213s, input_fired_time: 0.9097087979, output_fired_time: 0.7039412260, propagate_forward_time: 28.8563899994, propagate_backward_time: 46.0518341064, weight_update_time: 0.1060414910, other_time: 1.6509933472
epoch time: 6.1543197632s, input_fired_time: 0.1050055996, output_fired_time: 0.0000000000, propagate_forward_time: 5.7608318329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2884821892
validation[          , genome  7104] predictions:    9747/  10000 (97.47%), best:    9805/10000 (98.05%), error:       820.67145, best error:       639.95392 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 79.1015090942s, input_fired_time: 0.9325851202, output_fired_time: 0.7105093598, propagate_forward_time: 29.3155498505, propagate_backward_time: 46.4885215759, weight_update_time: 0.1011052281, other_time: 1.6543388367
epoch time: 6.2491507530s, input_fired_time: 0.1106695309, output_fired_time: 0.0000000000, propagate_forward_time: 5.8348498344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3036313057
validation[          , genome  7104] predictions:    9766/  10000 (97.66%), best:    9805/10000 (98.05%), error:       764.70667, best error:       639.95392 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 78.3877639771s, input_fired_time: 0.9273422360, output_fired_time: 0.7083223462, propagate_forward_time: 29.0079345703, propagate_backward_time: 46.0765647888, weight_update_time: 0.1258631796, other_time: 1.6675987244
epoch time: 6.1927881241s, input_fired_time: 0.1054832041, output_fired_time: 0.0000000000, propagate_forward_time: 5.7949810028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2923240662
validation[          , genome  7104] predictions:    9789/  10000 (97.89%), best:    9805/10000 (98.05%), error:       688.11896, best error:       639.95392 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 78.3309402466s, input_fired_time: 0.9059752226, output_fired_time: 0.7020707130, propagate_forward_time: 28.9505538940, propagate_backward_time: 46.1091766357, weight_update_time: 0.1002638713, other_time: 1.6631622314
epoch time: 6.1654849052s, input_fired_time: 0.1075394228, output_fired_time: 0.0000000000, propagate_forward_time: 5.7566404343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3013048172
validation[          , genome  7104] predictions:    9777/  10000 (97.77%), best:    9805/10000 (98.05%), error:       690.13080, best error:       639.95392 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 78.2333068848s, input_fired_time: 0.9142144918, output_fired_time: 0.6998744607, propagate_forward_time: 28.9221668243, propagate_backward_time: 46.0386543274, weight_update_time: 0.1011893079, other_time: 1.6583976746
epoch time: 6.2253465652s, input_fired_time: 0.1053035483, output_fired_time: 0.0000000000, propagate_forward_time: 5.8302793503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2897634506
validation[          , genome  7104] predictions:    9787/  10000 (97.87%), best:    9805/10000 (98.05%), error:       695.82916, best error:       639.95392 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 78.1719970703s, input_fired_time: 0.9145601392, output_fired_time: 0.7062298656, propagate_forward_time: 28.8973255157, propagate_backward_time: 46.0026550293, weight_update_time: 0.1019115001, other_time: 1.6512298584
epoch time: 6.2081046104s, input_fired_time: 0.1063857600, output_fired_time: 0.0000000000, propagate_forward_time: 5.8092780113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2924408913
validation[          , genome  7104] predictions:    9769/  10000 (97.69%), best:    9805/10000 (98.05%), error:       725.93457, best error:       639.95392 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 79.1461791992s, input_fired_time: 0.9337041378, output_fired_time: 0.7222478390, propagate_forward_time: 29.1543731689, propagate_backward_time: 46.6631278992, weight_update_time: 0.1009550840, other_time: 1.6727333069
epoch time: 6.1813220978s, input_fired_time: 0.1058417782, output_fired_time: 0.0000000000, propagate_forward_time: 5.7813296318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2941508293
validation[          , genome  7104] predictions:    9766/  10000 (97.66%), best:    9805/10000 (98.05%), error:       739.72729, best error:       639.95392 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 78.3972091675s, input_fired_time: 0.9163818955, output_fired_time: 0.7095676661, propagate_forward_time: 28.8933601379, propagate_backward_time: 46.2039527893, weight_update_time: 0.1005422771, other_time: 1.6739501953
epoch time: 6.1805019379s, input_fired_time: 0.1079474166, output_fired_time: 0.0000000000, propagate_forward_time: 5.7794528008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2931017876
validation[          , genome  7104] predictions:    9780/  10000 (97.80%), best:    9805/10000 (98.05%), error:       731.40466, best error:       639.95392 on epoch:    41, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 78.2802276611s, input_fired_time: 0.9416410327, output_fired_time: 0.7295882106, propagate_forward_time: 28.9207859039, propagate_backward_time: 46.0586242676, weight_update_time: 0.1006401330, other_time: 1.6295852661
epoch time: 6.3091077805s, input_fired_time: 0.1095938012, output_fired_time: 0.0000000000, propagate_forward_time: 5.9124698639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2870440483
validation[          , genome  7104] predictions:    9731/  10000 (97.31%), best:    9805/10000 (98.05%), error:       837.96320, best error:       639.95392 on epoch:    41, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 78.1959609985s, input_fired_time: 0.9070097804, output_fired_time: 0.7150898576, propagate_forward_time: 28.9665088654, propagate_backward_time: 45.9661521912, weight_update_time: 0.1017742008, other_time: 1.6412010193
epoch time: 6.1858625412s, input_fired_time: 0.1077216268, output_fired_time: 0.0000000000, propagate_forward_time: 5.7882022858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2899384499
validation[          , genome  7104] predictions:    9759/  10000 (97.59%), best:    9805/10000 (98.05%), error:       769.08789, best error:       639.95392 on epoch:    41, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 79.4801177979s, input_fired_time: 0.9192319512, output_fired_time: 0.7210357785, propagate_forward_time: 29.3737049103, propagate_backward_time: 46.7556076050, weight_update_time: 0.1240015477, other_time: 1.7105331421
epoch time: 6.2277078629s, input_fired_time: 0.1062183455, output_fired_time: 0.0000000000, propagate_forward_time: 5.8208146095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3006749153
validation[          , genome  7104] predictions:    9754/  10000 (97.54%), best:    9805/10000 (98.05%), error:       842.37427, best error:       639.95392 on epoch:    41, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 78.1683883667s, input_fired_time: 0.9037325978, output_fired_time: 0.6964106560, propagate_forward_time: 28.8941230774, propagate_backward_time: 46.0247039795, weight_update_time: 0.1011876166, other_time: 1.6494178772
epoch time: 6.1862235069s, input_fired_time: 0.1097420305, output_fired_time: 0.0000000000, propagate_forward_time: 5.7855305672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2909507751
validation[          , genome  7104] predictions:    9782/  10000 (97.82%), best:    9805/10000 (98.05%), error:       740.78748, best error:       639.95392 on epoch:    41, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 78.2625808716s, input_fired_time: 0.9176250696, output_fired_time: 0.7074895501, propagate_forward_time: 28.8646125793, propagate_backward_time: 46.1134757996, weight_update_time: 0.1196081489, other_time: 1.6593780518
epoch time: 6.2116498947s, input_fired_time: 0.1068482846, output_fired_time: 0.0000000000, propagate_forward_time: 5.8123068810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2924947739
validation[          , genome  7104] predictions:    9783/  10000 (97.83%), best:    9805/10000 (98.05%), error:       714.09326, best error:       639.95392 on epoch:    41, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 78.9162902832s, input_fired_time: 0.9342182279, output_fired_time: 0.7127458453, propagate_forward_time: 29.1493206024, propagate_backward_time: 46.4667167664, weight_update_time: 0.1023104638, other_time: 1.6532859802
epoch time: 6.1809439659s, input_fired_time: 0.1058033109, output_fired_time: 0.0000000000, propagate_forward_time: 5.7855091095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2896313667
validation[          , genome  7104] predictions:    9762/  10000 (97.62%), best:    9805/10000 (98.05%), error:       714.37408, best error:       639.95392 on epoch:    41, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 78.1692657471s, input_fired_time: 0.9294459820, output_fired_time: 0.7158938646, propagate_forward_time: 28.8415489197, propagate_backward_time: 46.0202522278, weight_update_time: 0.1023653299, other_time: 1.6621246338
epoch time: 6.1547398567s, input_fired_time: 0.1059460044, output_fired_time: 0.0000000000, propagate_forward_time: 5.7599401474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2888536453
validation[          , genome  7104] predictions:    9782/  10000 (97.82%), best:    9805/10000 (98.05%), error:       726.74725, best error:       639.95392 on epoch:    41, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 78.8935089111s, input_fired_time: 0.9127487540, output_fired_time: 0.7178616524, propagate_forward_time: 29.1550178528, propagate_backward_time: 46.4192352295, weight_update_time: 0.1058849171, other_time: 1.6886405945
epoch time: 6.1632561684s, input_fired_time: 0.1059992462, output_fired_time: 0.0000000000, propagate_forward_time: 5.7633051872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2939515114
validation[          , genome  7104] predictions:    9769/  10000 (97.69%), best:    9805/10000 (98.05%), error:       779.57990, best error:       639.95392 on epoch:    41, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 78.7171249390s, input_fired_time: 0.9277923107, output_fired_time: 0.7010608315, propagate_forward_time: 29.0822887421, propagate_backward_time: 46.3075485229, weight_update_time: 0.1095224991, other_time: 1.6984329224
epoch time: 6.2747206688s, input_fired_time: 0.1235180944, output_fired_time: 0.0000000000, propagate_forward_time: 5.8463287354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3048739433
validation[          , genome  7104] predictions:    9771/  10000 (97.71%), best:    9805/10000 (98.05%), error:       693.04938, best error:       639.95392 on epoch:    41, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 78.4255599976s, input_fired_time: 0.9335935712, output_fired_time: 0.7151185274, propagate_forward_time: 28.9416522980, propagate_backward_time: 46.1617584229, weight_update_time: 0.1033013761, other_time: 1.6734390259
epoch time: 6.1884355545s, input_fired_time: 0.1090636104, output_fired_time: 0.0000000000, propagate_forward_time: 5.7905306816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2888412476
validation[          , genome  7104] predictions:    9787/  10000 (97.87%), best:    9805/10000 (98.05%), error:       655.82465, best error:       639.95392 on epoch:    41, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 78.0536041260s, input_fired_time: 0.9171567559, output_fired_time: 0.7061495781, propagate_forward_time: 28.8833408356, propagate_backward_time: 45.8978118896, weight_update_time: 0.1060510352, other_time: 1.6491470337
epoch time: 6.1438474655s, input_fired_time: 0.1074211299, output_fired_time: 0.0000000000, propagate_forward_time: 5.7440414429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2923851013
validation[          , genome  7104] predictions:    9773/  10000 (97.73%), best:    9805/10000 (98.05%), error:       770.72211, best error:       639.95392 on epoch:    41, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 78.1147537231s, input_fired_time: 0.9144308567, output_fired_time: 0.7113086581, propagate_forward_time: 28.8614120483, propagate_backward_time: 45.9820060730, weight_update_time: 0.1055105478, other_time: 1.6455955505
epoch time: 6.1547460556s, input_fired_time: 0.1073178127, output_fired_time: 0.0000000000, propagate_forward_time: 5.7555432320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2918848991
validation[          , genome  7104] predictions:    9768/  10000 (97.68%), best:    9805/10000 (98.05%), error:       712.56897, best error:       639.95392 on epoch:    41, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 78.5212860107s, input_fired_time: 0.9631149173, output_fired_time: 0.7216018438, propagate_forward_time: 28.9762115479, propagate_backward_time: 46.2032318115, weight_update_time: 0.1026793644, other_time: 1.6571273804
epoch time: 6.2013740540s, input_fired_time: 0.1102131531, output_fired_time: 0.0000000000, propagate_forward_time: 5.8013153076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2898454666
validation[          , genome  7104] predictions:    9801/  10000 (98.01%), best:    9805/10000 (98.05%), error:       699.10602, best error:       639.95392 on epoch:    41, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 78.8617477417s, input_fired_time: 0.9592517614, output_fired_time: 0.7006014585, propagate_forward_time: 29.0826950073, propagate_backward_time: 46.4551353455, weight_update_time: 0.1010279208, other_time: 1.6640663147
epoch time: 6.1625313759s, input_fired_time: 0.1078758910, output_fired_time: 0.0000000000, propagate_forward_time: 5.7666225433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2880330086
validation[          , genome  7104] predictions:    9755/  10000 (97.55%), best:    9805/10000 (98.05%), error:       794.52069, best error:       639.95392 on epoch:    41, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 78.1788787842s, input_fired_time: 0.9373846650, output_fired_time: 0.7108920217, propagate_forward_time: 28.8613052368, propagate_backward_time: 46.0150527954, weight_update_time: 0.1006958783, other_time: 1.6542434692
epoch time: 6.1841721535s, input_fired_time: 0.1092550606, output_fired_time: 0.0000000000, propagate_forward_time: 5.7850914001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2898259163
validation[          , genome  7104] predictions:    9750/  10000 (97.50%), best:    9805/10000 (98.05%), error:       819.72955, best error:       639.95392 on epoch:    41, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 78.3601608276s, input_fired_time: 0.9233925939, output_fired_time: 0.6972686052, propagate_forward_time: 28.9156875610, propagate_backward_time: 46.1585540771, weight_update_time: 0.1035924479, other_time: 1.6652603149
epoch time: 6.1992216110s, input_fired_time: 0.1083955169, output_fired_time: 0.0000000000, propagate_forward_time: 5.7986450195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2921810150
validation[          , genome  7104] predictions:    9786/  10000 (97.86%), best:    9805/10000 (98.05%), error:       733.15668, best error:       639.95392 on epoch:    41, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 78.5633544922s, input_fired_time: 0.9160491228, output_fired_time: 0.6989790797, propagate_forward_time: 29.1187896729, propagate_backward_time: 46.1884880066, weight_update_time: 0.1036141962, other_time: 1.6410484314
epoch time: 6.2076735497s, input_fired_time: 0.1076889113, output_fired_time: 0.0000000000, propagate_forward_time: 5.8078422546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2921423912
validation[          , genome  7104] predictions:    9780/  10000 (97.80%), best:    9805/10000 (98.05%), error:       718.39423, best error:       639.95392 on epoch:    41, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 78.2961120605s, input_fired_time: 0.9142764807, output_fired_time: 0.7139936090, propagate_forward_time: 28.9526920319, propagate_backward_time: 46.0536422729, weight_update_time: 0.1041727364, other_time: 1.6615066528
epoch time: 6.2368574142s, input_fired_time: 0.1162227616, output_fired_time: 0.0000000000, propagate_forward_time: 5.8264236450, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2942109108
validation[          , genome  7104] predictions:    9776/  10000 (97.76%), best:    9805/10000 (98.05%), error:       779.67761, best error:       639.95392 on epoch:    41, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 78.1092681885s, input_fired_time: 0.9121713042, output_fired_time: 0.7051087022, propagate_forward_time: 28.9241580963, propagate_backward_time: 45.9398956299, weight_update_time: 0.1025773585, other_time: 1.6279373169
epoch time: 6.1583914757s, input_fired_time: 0.1060791612, output_fired_time: 0.0000000000, propagate_forward_time: 5.7622146606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2900977135
validation[          , genome  7104] predictions:    9777/  10000 (97.77%), best:    9805/10000 (98.05%), error:       776.91522, best error:       639.95392 on epoch:    41, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 78.4337081909s, input_fired_time: 0.9509850144, output_fired_time: 0.7013769746, propagate_forward_time: 28.9516448975, propagate_backward_time: 46.1867332458, weight_update_time: 0.1009872034, other_time: 1.6429634094
epoch time: 6.1577281952s, input_fired_time: 0.1127351075, output_fired_time: 0.0000000000, propagate_forward_time: 5.7531270981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2918658257
validation[          , genome  7104] predictions:    9778/  10000 (97.78%), best:    9805/10000 (98.05%), error:       729.44257, best error:       639.95392 on epoch:    41, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 77.9001998901s, input_fired_time: 0.9309486151, output_fired_time: 0.6946594119, propagate_forward_time: 28.8051261902, propagate_backward_time: 45.7942771912, weight_update_time: 0.1014652699, other_time: 1.6751937866
epoch time: 6.1401772499s, input_fired_time: 0.1137586311, output_fired_time: 0.0000000000, propagate_forward_time: 5.7371869087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2892317772
validation[          , genome  7104] predictions:    9775/  10000 (97.75%), best:    9805/10000 (98.05%), error:       719.58917, best error:       639.95392 on epoch:    41, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 78.0769577026s, input_fired_time: 0.9126566648, output_fired_time: 0.6931946278, propagate_forward_time: 28.9018707275, propagate_backward_time: 45.9390983582, weight_update_time: 0.1019226834, other_time: 1.6301383972
epoch time: 6.1527638435s, input_fired_time: 0.1084378138, output_fired_time: 0.0000000000, propagate_forward_time: 5.7543773651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2899484634
validation[          , genome  7104] predictions:    9776/  10000 (97.76%), best:    9805/10000 (98.05%), error:       760.60162, best error:       639.95392 on epoch:    41, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 78.0837783813s, input_fired_time: 0.9162324071, output_fired_time: 0.7104309797, propagate_forward_time: 28.8633708954, propagate_backward_time: 45.9440116882, weight_update_time: 0.1014185399, other_time: 1.6497306824
epoch time: 6.1743669510s, input_fired_time: 0.1073415279, output_fired_time: 0.0000000000, propagate_forward_time: 5.7772989273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2897262573
validation[          , genome  7104] predictions:    9734/  10000 (97.34%), best:    9805/10000 (98.05%), error:       842.97003, best error:       639.95392 on epoch:    41, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 79.1487579346s, input_fired_time: 0.9438613057, output_fired_time: 0.7131533623, propagate_forward_time: 29.2947673798, propagate_backward_time: 46.5232009888, weight_update_time: 0.1024057940, other_time: 1.6737747192
epoch time: 6.1285133362s, input_fired_time: 0.1079490259, output_fired_time: 0.0000000000, propagate_forward_time: 5.7318468094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2887172699
validation[          , genome  7104] predictions:    9752/  10000 (97.52%), best:    9805/10000 (98.05%), error:       789.70587, best error:       639.95392 on epoch:    41, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 78.1915588379s, input_fired_time: 0.9257469177, output_fired_time: 0.7078444362, propagate_forward_time: 28.9072990417, propagate_backward_time: 46.0140686035, weight_update_time: 0.1024430245, other_time: 1.6365928650
epoch time: 6.1461000443s, input_fired_time: 0.1066311076, output_fired_time: 0.0000000000, propagate_forward_time: 5.7519679070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2875008583
validation[          , genome  7104] predictions:    9786/  10000 (97.86%), best:    9805/10000 (98.05%), error:       723.39209, best error:       639.95392 on epoch:    41, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 78.0988388062s, input_fired_time: 0.9365971088, output_fired_time: 0.7129513025, propagate_forward_time: 28.8543586731, propagate_backward_time: 45.9373207092, weight_update_time: 0.1026348472, other_time: 1.6576080322
epoch time: 6.1528639793s, input_fired_time: 0.1071529910, output_fired_time: 0.0000000000, propagate_forward_time: 5.7566552162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2890558243
validation[          , genome  7104] predictions:    9760/  10000 (97.60%), best:    9805/10000 (98.05%), error:       775.22552, best error:       639.95392 on epoch:    41, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 78.2811355591s, input_fired_time: 0.9094352722, output_fired_time: 0.6985095143, propagate_forward_time: 28.9872512817, propagate_backward_time: 46.0446472168, weight_update_time: 0.1009355038, other_time: 1.6412963867
epoch time: 6.2189064026s, input_fired_time: 0.1073633507, output_fired_time: 0.0000000000, propagate_forward_time: 5.8158864975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2956566811
validation[          , genome  7104] predictions:    9775/  10000 (97.75%), best:    9805/10000 (98.05%), error:       732.32684, best error:       639.95392 on epoch:    41, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 79.0921554565s, input_fired_time: 0.9500862360, output_fired_time: 0.7407239676, propagate_forward_time: 29.2695331573, propagate_backward_time: 46.4678153992, weight_update_time: 0.1011702716, other_time: 1.6639976501
epoch time: 6.1453819275s, input_fired_time: 0.1075436175, output_fired_time: 0.0000000000, propagate_forward_time: 5.7524952888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2853431702
validation[          , genome  7104] predictions:    9808/  10000 (98.08%), best:    9805/10000 (98.05%), error:       660.73248, best error:       639.95392 on epoch:    41, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 78.1694183350s, input_fired_time: 0.9075292349, output_fired_time: 0.6958297491, propagate_forward_time: 28.8983745575, propagate_backward_time: 46.0180511475, weight_update_time: 0.1013627797, other_time: 1.6496276855
epoch time: 6.1629624367s, input_fired_time: 0.1058979034, output_fired_time: 0.0000000000, propagate_forward_time: 5.7664198875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2906446457
validation[          , genome  7104] predictions:    9775/  10000 (97.75%), best:    9805/10000 (98.05%), error:       720.13416, best error:       639.95392 on epoch:    41, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 78.5745620728s, input_fired_time: 0.9140701294, output_fired_time: 0.7130010128, propagate_forward_time: 29.1532440186, propagate_backward_time: 46.1378555298, weight_update_time: 0.1101202741, other_time: 1.6563949585
epoch time: 6.2210965157s, input_fired_time: 0.1105662733, output_fired_time: 0.0000000000, propagate_forward_time: 5.8209490776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2895812988
validation[          , genome  7104] predictions:    9781/  10000 (97.81%), best:    9805/10000 (98.05%), error:       704.43365, best error:       639.95392 on epoch:    41, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 79.5422439575s, input_fired_time: 0.9593918324, output_fired_time: 0.7062637210, propagate_forward_time: 29.3555927277, propagate_backward_time: 46.8613853455, weight_update_time: 0.1021636873, other_time: 1.6596183777
epoch time: 6.3019003868s, input_fired_time: 0.1122331694, output_fired_time: 0.0000000000, propagate_forward_time: 5.8911156654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2985515594
validation[          , genome  7104] predictions:    9807/  10000 (98.07%), best:    9805/10000 (98.05%), error:       650.73688, best error:       639.95392 on epoch:    41, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 78.2164611816s, input_fired_time: 0.9214828014, output_fired_time: 0.6948205829, propagate_forward_time: 28.9547023773, propagate_backward_time: 45.9964904785, weight_update_time: 0.1021084711, other_time: 1.6489562988
epoch time: 6.2034235001s, input_fired_time: 0.1089195758, output_fired_time: 0.0000000000, propagate_forward_time: 5.8031878471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2913160324
validation[          , genome  7104] predictions:    9802/  10000 (98.02%), best:    9805/10000 (98.05%), error:       679.13678, best error:       639.95392 on epoch:    41, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 78.2808914185s, input_fired_time: 0.9295508862, output_fired_time: 0.7021998763, propagate_forward_time: 28.9655075073, propagate_backward_time: 45.9908790588, weight_update_time: 0.1015958861, other_time: 1.6927528381
epoch time: 6.2079682350s, input_fired_time: 0.1086258292, output_fired_time: 0.0000000000, propagate_forward_time: 5.8032908440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2960515022
validation[          , genome  7104] predictions:    9792/  10000 (97.92%), best:    9805/10000 (98.05%), error:       695.49103, best error:       639.95392 on epoch:    41, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 79.2913894653s, input_fired_time: 0.9416800737, output_fired_time: 0.7081080675, propagate_forward_time: 29.2820720673, propagate_backward_time: 46.6725654602, weight_update_time: 0.1023359522, other_time: 1.6869621277
epoch time: 6.1797299385s, input_fired_time: 0.1137496307, output_fired_time: 0.0000000000, propagate_forward_time: 5.7759380341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2900424004
validation[          , genome  7104] predictions:    9782/  10000 (97.82%), best:    9805/10000 (98.05%), error:       758.93848, best error:       639.95392 on epoch:    41, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 78.2898254395s, input_fired_time: 0.9428117871, output_fired_time: 0.7165051699, propagate_forward_time: 28.8984394073, propagate_backward_time: 46.0737915039, weight_update_time: 0.1117758602, other_time: 1.6582794189
epoch time: 6.2580313683s, input_fired_time: 0.1084083319, output_fired_time: 0.0000000000, propagate_forward_time: 5.8352594376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3143634796
validation[          , genome  7104] predictions:    9767/  10000 (97.67%), best:    9805/10000 (98.05%), error:       770.72131, best error:       639.95392 on epoch:    41, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 78.2942276001s, input_fired_time: 0.9301279187, output_fired_time: 0.7088719010, propagate_forward_time: 29.0053367615, propagate_backward_time: 46.0119361877, weight_update_time: 0.1004391387, other_time: 1.6379547119
epoch time: 6.1769127846s, input_fired_time: 0.1097054332, output_fired_time: 0.0000000000, propagate_forward_time: 5.7769818306, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2902255058
validation[          , genome  7104] predictions:    9775/  10000 (97.75%), best:    9805/10000 (98.05%), error:       707.21912, best error:       639.95392 on epoch:    41, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 78.2069015503s, input_fired_time: 0.9254078269, output_fired_time: 0.7123781443, propagate_forward_time: 28.8899307251, propagate_backward_time: 46.0211334229, weight_update_time: 0.1017114520, other_time: 1.6580505371
epoch time: 6.1643610001s, input_fired_time: 0.1102506816, output_fired_time: 0.0000000000, propagate_forward_time: 5.7636318207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2904787064
validation[          , genome  7104] predictions:    9777/  10000 (97.77%), best:    9805/10000 (98.05%), error:       729.95490, best error:       639.95392 on epoch:    41, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 78.4268264771s, input_fired_time: 0.9228034616, output_fired_time: 0.7091150284, propagate_forward_time: 29.0272083282, propagate_backward_time: 46.1172294617, weight_update_time: 0.1006494313, other_time: 1.6504707336
epoch time: 6.1747951508s, input_fired_time: 0.1090078130, output_fired_time: 0.0000000000, propagate_forward_time: 5.7715606689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2942266464
validation[          , genome  7104] predictions:    9793/  10000 (97.93%), best:    9805/10000 (98.05%), error:       703.94366, best error:       639.95392 on epoch:    41, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 78.2200393677s, input_fired_time: 0.9221139550, output_fired_time: 0.7279008627, propagate_forward_time: 28.9074440002, propagate_backward_time: 46.0070381165, weight_update_time: 0.1008547023, other_time: 1.6555480957
epoch time: 6.1996979713s, input_fired_time: 0.1104030162, output_fired_time: 0.0000000000, propagate_forward_time: 5.7852587700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3040361404
validation[          , genome  7104] predictions:    9785/  10000 (97.85%), best:    9805/10000 (98.05%), error:       673.16895, best error:       639.95392 on epoch:    41, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 79.1993408203s, input_fired_time: 0.9335567951, output_fired_time: 0.7010520697, propagate_forward_time: 29.3157234192, propagate_backward_time: 46.5557060242, weight_update_time: 0.1034160927, other_time: 1.6933059692
epoch time: 6.1997451782s, input_fired_time: 0.1085911617, output_fired_time: 0.0000000000, propagate_forward_time: 5.8036289215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2875251770
validation[          , genome  7104] predictions:    9774/  10000 (97.74%), best:    9805/10000 (98.05%), error:       748.80548, best error:       639.95392 on epoch:    41, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 78.8669281006s, input_fired_time: 0.9218662977, output_fired_time: 0.7075799704, propagate_forward_time: 29.1484985352, propagate_backward_time: 46.4162445068, weight_update_time: 0.1330174208, other_time: 1.6727371216
epoch time: 6.2021279335s, input_fired_time: 0.1215304658, output_fired_time: 0.0000000000, propagate_forward_time: 5.7717933655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3088040352
validation[          , genome  7104] predictions:    9784/  10000 (97.84%), best:    9805/10000 (98.05%), error:       680.62494, best error:       639.95392 on epoch:    41, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 78.4548187256s, input_fired_time: 0.9327730536, output_fired_time: 0.7175515890, propagate_forward_time: 28.9761199951, propagate_backward_time: 46.1887512207, weight_update_time: 0.1011221707, other_time: 1.6396255493
epoch time: 6.1480078697s, input_fired_time: 0.1084702536, output_fired_time: 0.0000000000, propagate_forward_time: 5.7520599365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2874774933
validation[          , genome  7104] predictions:    9778/  10000 (97.78%), best:    9805/10000 (98.05%), error:       703.86346, best error:       639.95392 on epoch:    41, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 78.6791763306s, input_fired_time: 0.9218358994, output_fired_time: 0.7029219866, propagate_forward_time: 28.9856491089, propagate_backward_time: 46.4193992615, weight_update_time: 0.1048806161, other_time: 1.6493721008
epoch time: 6.2172460556s, input_fired_time: 0.1145473048, output_fired_time: 0.0000000000, propagate_forward_time: 5.8117361069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2909626961
validation[          , genome  7104] predictions:    9768/  10000 (97.68%), best:    9805/10000 (98.05%), error:       789.27454, best error:       639.95392 on epoch:    41, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 78.4473495483s, input_fired_time: 0.9206201434, output_fired_time: 0.7207896709, propagate_forward_time: 28.9508380890, propagate_backward_time: 46.1839599609, weight_update_time: 0.1090532616, other_time: 1.6711425781
epoch time: 6.1999392509s, input_fired_time: 0.1111147627, output_fired_time: 0.0000000000, propagate_forward_time: 5.7988653183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2899589539
validation[          , genome  7104] predictions:    9801/  10000 (98.01%), best:    9805/10000 (98.05%), error:       716.56171, best error:       639.95392 on epoch:    41, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 79.4599838257s, input_fired_time: 0.9306469560, output_fired_time: 0.7082886100, propagate_forward_time: 29.3138256073, propagate_backward_time: 46.8546714783, weight_update_time: 0.1012097299, other_time: 1.6525459290
epoch time: 6.2534694672s, input_fired_time: 0.1106778458, output_fired_time: 0.0000000000, propagate_forward_time: 5.8381252289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3046665192
validation[          , genome  7104] predictions:    9775/  10000 (97.75%), best:    9805/10000 (98.05%), error:       740.07422, best error:       639.95392 on epoch:    41, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 78.4067840576s, input_fired_time: 0.9503030777, output_fired_time: 0.7078906298, propagate_forward_time: 29.0317897797, propagate_backward_time: 46.0561981201, weight_update_time: 0.1036095843, other_time: 1.6605987549
epoch time: 6.1867103577s, input_fired_time: 0.1091643572, output_fired_time: 0.0000000000, propagate_forward_time: 5.7812829018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2962632179
validation[          , genome  7104] predictions:    9741/  10000 (97.41%), best:    9805/10000 (98.05%), error:       834.26917, best error:       639.95392 on epoch:    41, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 78.5239028931s, input_fired_time: 0.9450780153, output_fired_time: 0.7211255431, propagate_forward_time: 28.9642276764, propagate_backward_time: 46.2202873230, weight_update_time: 0.1014015898, other_time: 1.6731910706
epoch time: 6.1700663567s, input_fired_time: 0.1135395542, output_fired_time: 0.0000000000, propagate_forward_time: 5.7661471367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2903795242
validation[          , genome  7104] predictions:    9783/  10000 (97.83%), best:    9805/10000 (98.05%), error:       721.13165, best error:       639.95392 on epoch:    41, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 78.4618072510s, input_fired_time: 0.9219640493, output_fired_time: 0.7135840654, propagate_forward_time: 28.9762172699, propagate_backward_time: 46.2008552551, weight_update_time: 0.1143563166, other_time: 1.6491813660
epoch time: 6.2324986458s, input_fired_time: 0.1108158529, output_fired_time: 0.0000000000, propagate_forward_time: 5.8311810493, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2905015945
validation[          , genome  7104] predictions:    9791/  10000 (97.91%), best:    9805/10000 (98.05%), error:       680.85223, best error:       639.95392 on epoch:    41, 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: 31.1414661407s, input_fired_time: 0.5397973657, output_fired_time: 0.0000000000, propagate_forward_time: 29.0746517181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5270175934
best training[          , genome  7104] predictions:   49544/  50000 (99.09%), best:    9805/10000 (98.05%), error:      1633.64905, best error:       639.95392 on epoch:    41, 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: 6.1408476830s, input_fired_time: 0.1053837612, output_fired_time: 0.0000000000, propagate_forward_time: 5.7493634224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2861003876
   testing[          , genome  7104] predictions:    9819/  10000 (98.19%), best:    9805/10000 (98.05%), error:       604.63873, best error:       639.95392 on epoch:    41, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
03:23:16 (11588): called boinc_finish(0)

</stderr_txt>
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