Nameexact_genome_1512568488_43_5006_0
Workunit2596352
Created7 Dec 2017, 12:50:53 UTC
Sent7 Dec 2017, 12:58:55 UTC
Report deadline14 Dec 2017, 13:50:58 UTC
Received8 Dec 2017, 22:53:59 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time3 hours 28 min 22 sec
CPU time3 hours 28 min 19 sec
Validate stateValid
Credit1,759.04
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.11 MB
Peak swap size153.59 MB
Peak disk usage1.74 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
0000000000, weight_update_time: 0.0000000000, other_time: 0.5025663376
validation[          , genome  5006] predictions:    9655/  10000 (96.55%), best:    9669/10000 (96.69%), error:      1138.18713, best error:      1064.55725 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 113.9823684692s, input_fired_time: 1.3097630739, output_fired_time: 1.2231760025, propagate_forward_time: 43.2144432068, propagate_backward_time: 65.4955139160, weight_update_time: 0.1375945359, other_time: 2.7394714355
epoch time: 9.2268743515s, input_fired_time: 0.1542264521, output_fired_time: 0.0000000000, propagate_forward_time: 8.5866355896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4860124588
validation[          , genome  5006] predictions:    8736/  10000 (87.36%), best:    9669/10000 (96.69%), error:      6355.91553, best error:      1064.55725 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

resetting weights to those on epoch: 9
epoch time: 113.7885208130s, input_fired_time: 1.3138760328, output_fired_time: 1.2304985523, propagate_forward_time: 43.0140380859, propagate_backward_time: 65.4731216431, weight_update_time: 0.1377503425, other_time: 2.7569885254
epoch time: 9.2840223312s, input_fired_time: 0.1591212451, output_fired_time: 0.0000000000, propagate_forward_time: 8.6391792297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4857215881
validation[          , genome  5006] predictions:    9620/  10000 (96.20%), best:    9669/10000 (96.69%), error:      1289.56934, best error:      1064.55725 on epoch:     9, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 114.4391708374s, input_fired_time: 1.3029687405, output_fired_time: 1.2353466749, propagate_forward_time: 43.3880958557, propagate_backward_time: 65.8257369995, weight_update_time: 0.1367626935, other_time: 2.6870193481
epoch time: 9.1789741516s, input_fired_time: 0.1562067568, output_fired_time: 0.0000000000, propagate_forward_time: 8.5395708084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4831962585
validation[          , genome  5006] predictions:    9643/  10000 (96.43%), best:    9669/10000 (96.69%), error:      1133.05103, best error:      1064.55725 on epoch:     9, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 113.1119079590s, input_fired_time: 1.3111764193, output_fired_time: 1.2178015709, propagate_forward_time: 42.7713088989, propagate_backward_time: 65.0547180176, weight_update_time: 0.1361064017, other_time: 2.7568969727
epoch time: 9.2674818039s, input_fired_time: 0.1570691764, output_fired_time: 0.0000000000, propagate_forward_time: 8.6242666245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4861459732
validation[          , genome  5006] predictions:    9649/  10000 (96.49%), best:    9669/10000 (96.69%), error:      1176.78552, best error:      1064.55725 on epoch:     9, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 113.4834976196s, input_fired_time: 1.3161864281, output_fired_time: 1.2257894278, propagate_forward_time: 42.8988037109, propagate_backward_time: 65.3089904785, weight_update_time: 0.1361934394, other_time: 2.7337265015
epoch time: 9.2586355209s, input_fired_time: 0.1564702839, output_fired_time: 0.0000000000, propagate_forward_time: 8.6164112091, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4857540131
validation[          , genome  5006] predictions:    9665/  10000 (96.65%), best:    9669/10000 (96.69%), error:      1113.57117, best error:      1064.55725 on epoch:     9, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 114.0763015747s, input_fired_time: 1.2977535725, output_fired_time: 1.2346366644, propagate_forward_time: 43.2254333496, propagate_backward_time: 65.6400756836, weight_update_time: 0.1363924742, other_time: 2.6784057617
epoch time: 9.1704092026s, input_fired_time: 0.1622488201, output_fired_time: 0.0000000000, propagate_forward_time: 8.5093078613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4988527298
validation[          , genome  5006] predictions:    9672/  10000 (96.72%), best:    9669/10000 (96.69%), error:      1122.14893, best error:      1064.55725 on epoch:     9, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 114.0086898804s, input_fired_time: 1.3103771210, output_fired_time: 1.2346142530, propagate_forward_time: 43.1781921387, propagate_backward_time: 65.5603027344, weight_update_time: 0.1371122301, other_time: 2.7252044678
epoch time: 9.1938953400s, input_fired_time: 0.1600947678, output_fired_time: 0.0000000000, propagate_forward_time: 8.5378046036, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4959955215
validation[          , genome  5006] predictions:    9666/  10000 (96.66%), best:    9669/10000 (96.69%), error:      1118.90869, best error:      1064.55725 on epoch:     9, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 113.5100250244s, input_fired_time: 1.2932113409, output_fired_time: 1.2165249586, propagate_forward_time: 43.0718421936, propagate_backward_time: 65.2542877197, weight_update_time: 0.1350776255, other_time: 2.6741638184
epoch time: 9.3179006577s, input_fired_time: 0.1588145643, output_fired_time: 0.0000000000, propagate_forward_time: 8.6761026382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4829835892
validation[          , genome  5006] predictions:    9654/  10000 (96.54%), best:    9669/10000 (96.69%), error:      1145.87122, best error:      1064.55725 on epoch:     9, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 114.0374984741s, input_fired_time: 1.3109214306, output_fired_time: 1.2281758785, propagate_forward_time: 43.1300811768, propagate_backward_time: 65.6194381714, weight_update_time: 0.1383402199, other_time: 2.7488861084
epoch time: 9.3009366989s, input_fired_time: 0.1594817489, output_fired_time: 0.0000000000, propagate_forward_time: 8.6461591721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4952955246
validation[          , genome  5006] predictions:    9603/  10000 (96.03%), best:    9669/10000 (96.69%), error:      1297.34399, best error:      1064.55725 on epoch:     9, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 114.2109603882s, input_fired_time: 1.3159412146, output_fired_time: 1.2300463915, propagate_forward_time: 43.2348175049, propagate_backward_time: 65.6940536499, weight_update_time: 0.1372997761, other_time: 2.7360992432
epoch time: 9.2285432816s, input_fired_time: 0.1569068730, output_fired_time: 0.0000000000, propagate_forward_time: 8.5866165161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4850196838
validation[          , genome  5006] predictions:    9640/  10000 (96.40%), best:    9669/10000 (96.69%), error:      1160.38806, best error:      1064.55725 on epoch:     9, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 113.8906784058s, input_fired_time: 1.3213236332, output_fired_time: 1.2328879833, propagate_forward_time: 43.1347427368, propagate_backward_time: 65.4593582153, weight_update_time: 0.1377670169, other_time: 2.7423629761
epoch time: 9.2791032791s, input_fired_time: 0.1568992585, output_fired_time: 0.0000000000, propagate_forward_time: 8.6358451843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4863586426
validation[          , genome  5006] predictions:    9625/  10000 (96.25%), best:    9669/10000 (96.69%), error:      1164.39355, best error:      1064.55725 on epoch:     9, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 113.3932342529s, input_fired_time: 1.3137366772, output_fired_time: 1.2270720005, propagate_forward_time: 42.8850860596, propagate_backward_time: 65.1864013672, weight_update_time: 0.1378597617, other_time: 2.7809371948
epoch time: 9.2442884445s, input_fired_time: 0.1615525484, output_fired_time: 0.0000000000, propagate_forward_time: 8.5832462311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4994897842
validation[          , genome  5006] predictions:    9700/  10000 (97.00%), best:    9700/10000 (97.00%), error:      1036.63855, best error:      1036.63855 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 113.5219116211s, input_fired_time: 1.3147194386, output_fired_time: 1.2243478298, propagate_forward_time: 42.9537582397, propagate_backward_time: 65.2529678345, weight_update_time: 0.1365052015, other_time: 2.7761154175
epoch time: 9.2724390030s, input_fired_time: 0.1592062414, output_fired_time: 0.0000000000, propagate_forward_time: 8.6106996536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5025329590
validation[          , genome  5006] predictions:    9685/  10000 (96.85%), best:    9685/10000 (96.85%), error:      1026.95459, best error:      1026.95459 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 113.2266387939s, input_fired_time: 1.3203198910, output_fired_time: 1.2229806185, propagate_forward_time: 42.7820663452, propagate_backward_time: 65.1280441284, weight_update_time: 0.1368730813, other_time: 2.7732238770
epoch time: 9.2444381714s, input_fired_time: 0.1624389440, output_fired_time: 0.0000000000, propagate_forward_time: 8.5792951584, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5027036667
validation[          , genome  5006] predictions:    9685/  10000 (96.85%), best:    9685/10000 (96.85%), error:      1005.11713, best error:      1005.11713 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 113.3213424683s, input_fired_time: 1.2966648340, output_fired_time: 1.2216531038, propagate_forward_time: 42.9559669495, propagate_backward_time: 65.1745758057, weight_update_time: 0.1360028386, other_time: 2.6724853516
epoch time: 9.2201232910s, input_fired_time: 0.1573036462, output_fired_time: 0.0000000000, propagate_forward_time: 8.5799751282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4828443527
validation[          , genome  5006] predictions:    9645/  10000 (96.45%), best:    9685/10000 (96.85%), error:      1172.09033, best error:      1005.11713 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 113.8743057251s, input_fired_time: 1.3281905651, output_fired_time: 1.2266217470, propagate_forward_time: 43.1341972351, propagate_backward_time: 65.4072265625, weight_update_time: 0.1373957843, other_time: 2.7780609131
epoch time: 9.2876567841s, input_fired_time: 0.1624239683, output_fired_time: 0.0000000000, propagate_forward_time: 8.6262826920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4989500046
validation[          , genome  5006] predictions:    9623/  10000 (96.23%), best:    9685/10000 (96.85%), error:      1263.85425, best error:      1005.11713 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 114.3991241455s, input_fired_time: 1.3062123060, output_fired_time: 1.2373547554, propagate_forward_time: 43.3447647095, propagate_backward_time: 65.8118820190, weight_update_time: 0.1361208707, other_time: 2.6989059448
epoch time: 9.2665624619s, input_fired_time: 0.1585522592, output_fired_time: 0.0000000000, propagate_forward_time: 8.6218042374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4862060547
validation[          , genome  5006] predictions:    9593/  10000 (95.93%), best:    9685/10000 (96.85%), error:      1354.27356, best error:      1005.11713 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 112.9921951294s, input_fired_time: 1.2895538807, output_fired_time: 1.2231357098, propagate_forward_time: 42.6596221924, propagate_backward_time: 65.1545867920, weight_update_time: 0.1335996985, other_time: 2.6652984619
epoch time: 9.1791362762s, input_fired_time: 0.1598913670, output_fired_time: 0.0000000000, propagate_forward_time: 8.5350036621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4842414856
validation[          , genome  5006] predictions:    9681/  10000 (96.81%), best:    9685/10000 (96.85%), error:      1036.41699, best error:      1005.11713 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 113.9264373779s, input_fired_time: 1.2981482744, output_fired_time: 1.2220174074, propagate_forward_time: 43.1546783447, propagate_backward_time: 65.5731964111, weight_update_time: 0.1428805441, other_time: 2.6783981323
epoch time: 9.3311681747s, input_fired_time: 0.1610912532, output_fired_time: 0.0000000000, propagate_forward_time: 8.6827316284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4873456955
validation[          , genome  5006] predictions:    9645/  10000 (96.45%), best:    9685/10000 (96.85%), error:      1144.14526, best error:      1005.11713 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 113.8560409546s, input_fired_time: 1.3181166649, output_fired_time: 1.2230249643, propagate_forward_time: 43.1295089722, propagate_backward_time: 65.4434967041, weight_update_time: 0.1371562034, other_time: 2.7418975830
epoch time: 9.2764520645s, input_fired_time: 0.1589084715, output_fired_time: 0.0000000000, propagate_forward_time: 8.6303043365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4872388840
validation[          , genome  5006] predictions:    9712/  10000 (97.12%), best:    9712/10000 (97.12%), error:       967.15967, best error:       967.15967 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 113.8467483521s, input_fired_time: 1.2966110706, output_fired_time: 1.2301558256, propagate_forward_time: 43.0786132813, propagate_backward_time: 65.5675430298, weight_update_time: 0.1355488598, other_time: 2.6738281250
epoch time: 9.3089637756s, input_fired_time: 0.1626482457, output_fired_time: 0.0000000000, propagate_forward_time: 8.6482133865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4981021881
validation[          , genome  5006] predictions:    9670/  10000 (96.70%), best:    9712/10000 (97.12%), error:      1050.57263, best error:       967.15967 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 113.7422180176s, input_fired_time: 1.3120139837, output_fired_time: 1.2229970694, propagate_forward_time: 43.0559654236, propagate_backward_time: 65.4380416870, weight_update_time: 0.1357188672, other_time: 2.7132034302
epoch time: 9.2045679092s, input_fired_time: 0.1591250300, output_fired_time: 0.0000000000, propagate_forward_time: 8.5619640350, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4834785461
validation[          , genome  5006] predictions:    9675/  10000 (96.75%), best:    9712/10000 (97.12%), error:      1005.07062, best error:       967.15967 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 112.8381500244s, input_fired_time: 1.2953202724, output_fired_time: 1.2219387293, propagate_forward_time: 42.7015228271, propagate_backward_time: 64.9542541504, weight_update_time: 0.1341453642, other_time: 2.6651153564
epoch time: 9.1782226563s, input_fired_time: 0.1584275663, output_fired_time: 0.0000000000, propagate_forward_time: 8.5374622345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4823331833
validation[          , genome  5006] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       903.52777, best error:       903.52777 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 113.6746749878s, input_fired_time: 1.3268394470, output_fired_time: 1.2206606865, propagate_forward_time: 43.0177764893, propagate_backward_time: 65.3369369507, weight_update_time: 0.1379532516, other_time: 2.7724685669
epoch time: 9.2319316864s, input_fired_time: 0.1634137034, output_fired_time: 0.0000000000, propagate_forward_time: 8.5716667175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4968509674
validation[          , genome  5006] predictions:    9684/  10000 (96.84%), best:    9718/10000 (97.18%), error:       988.31653, best error:       903.52777 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 113.3681793213s, input_fired_time: 1.3086273670, output_fired_time: 1.2250444889, propagate_forward_time: 42.8089752197, propagate_backward_time: 65.3305892944, weight_update_time: 0.1353258938, other_time: 2.6949462891
epoch time: 9.2823944092s, input_fired_time: 0.1594544053, output_fired_time: 0.0000000000, propagate_forward_time: 8.6367549896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4861850739
validation[          , genome  5006] predictions:    9696/  10000 (96.96%), best:    9718/10000 (97.18%), error:       978.13654, best error:       903.52777 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 113.9306106567s, input_fired_time: 1.3034466505, output_fired_time: 1.2263880968, propagate_forward_time: 43.1884918213, propagate_backward_time: 65.5380249023, weight_update_time: 0.1351588517, other_time: 2.6742630005
epoch time: 9.3241052628s, input_fired_time: 0.1585061848, output_fired_time: 0.0000000000, propagate_forward_time: 8.6801156998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4854831696
validation[          , genome  5006] predictions:    9684/  10000 (96.84%), best:    9718/10000 (97.18%), error:      1049.32874, best error:       903.52777 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 113.6229171753s, input_fired_time: 1.3134074211, output_fired_time: 1.2185415030, propagate_forward_time: 43.0624237061, propagate_backward_time: 65.3240509033, weight_update_time: 0.1361878961, other_time: 2.7044906616
epoch time: 9.2531404495s, input_fired_time: 0.1588923037, output_fired_time: 0.0000000000, propagate_forward_time: 8.6051273346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4891204834
validation[          , genome  5006] predictions:    9662/  10000 (96.62%), best:    9718/10000 (97.18%), error:      1089.43042, best error:       903.52777 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 113.4458770752s, input_fired_time: 1.3238182068, output_fired_time: 1.2225086689, propagate_forward_time: 42.8664627075, propagate_backward_time: 65.2659378052, weight_update_time: 0.1367303878, other_time: 2.7671432495
epoch time: 9.2538623810s, input_fired_time: 0.1638245881, output_fired_time: 0.0000000000, propagate_forward_time: 8.5916528702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4983844757
validation[          , genome  5006] predictions:    9658/  10000 (96.58%), best:    9718/10000 (97.18%), error:      1091.73328, best error:       903.52777 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 113.6530914307s, input_fired_time: 1.3311923742, output_fired_time: 1.2243225574, propagate_forward_time: 43.0164184570, propagate_backward_time: 65.3134231567, weight_update_time: 0.1376385689, other_time: 2.7677383423
epoch time: 9.3448209763s, input_fired_time: 0.1596628278, output_fired_time: 0.0000000000, propagate_forward_time: 8.6985692978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4865884781
validation[          , genome  5006] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       895.85834, best error:       895.85834 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 113.9172363281s, input_fired_time: 1.3306791782, output_fired_time: 1.2239261866, propagate_forward_time: 43.1097106934, propagate_backward_time: 65.4754104614, weight_update_time: 0.1396191716, other_time: 2.7775115967
epoch time: 9.3168544769s, input_fired_time: 0.1622992307, output_fired_time: 0.0000000000, propagate_forward_time: 8.6524200439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5021352768
validation[          , genome  5006] predictions:    9644/  10000 (96.44%), best:    9728/10000 (97.28%), error:      1114.69141, best error:       895.85834 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 114.1468658447s, input_fired_time: 1.3308843374, output_fired_time: 1.2285735607, propagate_forward_time: 43.1807708740, propagate_backward_time: 65.6326065063, weight_update_time: 0.1382767409, other_time: 2.7740249634
epoch time: 9.2039499283s, input_fired_time: 0.1597277671, output_fired_time: 0.0000000000, propagate_forward_time: 8.5603256226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4838962555
validation[          , genome  5006] predictions:    9690/  10000 (96.90%), best:    9728/10000 (97.28%), error:      1038.09729, best error:       895.85834 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 114.3269805908s, input_fired_time: 1.3367298841, output_fired_time: 1.2314287424, propagate_forward_time: 43.3139533997, propagate_backward_time: 65.6664428711, weight_update_time: 0.1368268877, other_time: 2.7784271240
epoch time: 9.2827005386s, input_fired_time: 0.1609545350, output_fired_time: 0.0000000000, propagate_forward_time: 8.6219139099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4998321533
validation[          , genome  5006] predictions:    9588/  10000 (95.88%), best:    9728/10000 (97.28%), error:      1333.69788, best error:       895.85834 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 114.0075836182s, input_fired_time: 1.3170762062, output_fired_time: 1.2260959148, propagate_forward_time: 43.2129173279, propagate_backward_time: 65.5328598022, weight_update_time: 0.1365116835, other_time: 2.7186355591
epoch time: 9.2583293915s, input_fired_time: 0.1601224542, output_fired_time: 0.0000000000, propagate_forward_time: 8.6109371185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4872694016
validation[          , genome  5006] predictions:    9646/  10000 (96.46%), best:    9728/10000 (97.28%), error:      1266.23889, best error:       895.85834 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 114.4420776367s, input_fired_time: 1.3131756783, output_fired_time: 1.2298682928, propagate_forward_time: 43.3666305542, propagate_backward_time: 65.8151168823, weight_update_time: 0.1373770535, other_time: 2.7172851563
epoch time: 9.2442522049s, input_fired_time: 0.1603856683, output_fired_time: 0.0000000000, propagate_forward_time: 8.5997190475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4841470718
validation[          , genome  5006] predictions:    9723/  10000 (97.23%), best:    9728/10000 (97.28%), error:       928.66516, best error:       895.85834 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 113.9945602417s, input_fired_time: 1.3345862627, output_fired_time: 1.2275488377, propagate_forward_time: 43.1723022461, propagate_backward_time: 65.4840393066, weight_update_time: 0.1384026557, other_time: 2.7760848999
epoch time: 9.3068656921s, input_fired_time: 0.1629728973, output_fired_time: 0.0000000000, propagate_forward_time: 8.6465568542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4973363876
validation[          , genome  5006] predictions:    9688/  10000 (96.88%), best:    9728/10000 (97.28%), error:      1011.47229, best error:       895.85834 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 114.2811279297s, input_fired_time: 1.3353954554, output_fired_time: 1.2347072363, propagate_forward_time: 43.2614822388, propagate_backward_time: 65.6770782471, weight_update_time: 0.1387038529, other_time: 2.7724609375
epoch time: 9.3285875320s, input_fired_time: 0.1631868631, output_fired_time: 0.0000000000, propagate_forward_time: 8.6646776199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5007228851
validation[          , genome  5006] predictions:    9690/  10000 (96.90%), best:    9728/10000 (97.28%), error:      1014.97229, best error:       895.85834 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 114.1089706421s, input_fired_time: 1.3041335344, output_fired_time: 1.2304232121, propagate_forward_time: 43.3093032837, propagate_backward_time: 65.5854492188, weight_update_time: 0.1360900551, other_time: 2.6796646118
epoch time: 9.2842006683s, input_fired_time: 0.1585646123, output_fired_time: 0.0000000000, propagate_forward_time: 8.6402912140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4853448868
validation[          , genome  5006] predictions:    9677/  10000 (96.77%), best:    9728/10000 (97.28%), error:      1051.78760, best error:       895.85834 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 113.7551422119s, input_fired_time: 1.3063544035, output_fired_time: 1.2220543623, propagate_forward_time: 43.1024818420, propagate_backward_time: 65.4336166382, weight_update_time: 0.1353527158, other_time: 2.6906356812
epoch time: 9.1895656586s, input_fired_time: 0.1600720733, output_fired_time: 0.0000000000, propagate_forward_time: 8.5435724258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4859209061
validation[          , genome  5006] predictions:    9704/  10000 (97.04%), best:    9728/10000 (97.28%), error:       960.30780, best error:       895.85834 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 114.0955657959s, input_fired_time: 1.3022046089, output_fired_time: 1.2296522856, propagate_forward_time: 43.2335853577, propagate_backward_time: 65.6610107422, weight_update_time: 0.1361724883, other_time: 2.6691131592
epoch time: 9.2468881607s, input_fired_time: 0.1597350538, output_fired_time: 0.0000000000, propagate_forward_time: 8.6038312912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4833221436
validation[          , genome  5006] predictions:    9660/  10000 (96.60%), best:    9728/10000 (97.28%), error:      1139.70422, best error:       895.85834 on epoch:    43, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 113.8218460083s, input_fired_time: 1.3335545063, output_fired_time: 1.2280246019, propagate_forward_time: 43.0190010071, propagate_backward_time: 65.4673919678, weight_update_time: 0.1379917860, other_time: 2.7738647461
epoch time: 9.3395824432s, input_fired_time: 0.1630962789, output_fired_time: 0.0000000000, propagate_forward_time: 8.6798353195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4966506958
validation[          , genome  5006] predictions:    9710/  10000 (97.10%), best:    9728/10000 (97.28%), error:       997.52271, best error:       895.85834 on epoch:    43, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 114.5600204468s, input_fired_time: 1.3169059753, output_fired_time: 1.2346382141, propagate_forward_time: 43.3951644897, propagate_backward_time: 65.9049530029, weight_update_time: 0.1372603774, other_time: 2.7083663940
epoch time: 9.3218593597s, input_fired_time: 0.1604098827, output_fired_time: 0.0000000000, propagate_forward_time: 8.6749982834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4864511490
validation[          , genome  5006] predictions:    9744/  10000 (97.44%), best:    9728/10000 (97.28%), error:       898.34515, best error:       895.85834 on epoch:    43, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 113.6726303101s, input_fired_time: 1.3338818550, output_fired_time: 1.2249070406, propagate_forward_time: 43.0408020020, propagate_backward_time: 65.2912597656, weight_update_time: 0.1385504454, other_time: 2.7817764282
epoch time: 9.2782773972s, input_fired_time: 0.1634871811, output_fired_time: 0.0000000000, propagate_forward_time: 8.6116533279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5031366348
validation[          , genome  5006] predictions:    9701/  10000 (97.01%), best:    9728/10000 (97.28%), error:       955.99170, best error:       895.85834 on epoch:    43, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 113.2777862549s, input_fired_time: 1.3168988228, output_fired_time: 1.2253820896, propagate_forward_time: 42.8832931519, propagate_backward_time: 65.1357421875, weight_update_time: 0.1352294236, other_time: 2.7164688110
epoch time: 9.2870435715s, input_fired_time: 0.1600652337, output_fired_time: 0.0000000000, propagate_forward_time: 8.6397237778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4872541428
validation[          , genome  5006] predictions:    9708/  10000 (97.08%), best:    9728/10000 (97.28%), error:      1023.75610, best error:       895.85834 on epoch:    43, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 112.9058227539s, input_fired_time: 1.2993357182, output_fired_time: 1.2089974880, propagate_forward_time: 42.7313461304, propagate_backward_time: 64.9990768433, weight_update_time: 0.1334140152, other_time: 2.6670608521
epoch time: 9.1366548538s, input_fired_time: 0.1596957445, output_fired_time: 0.0000000000, propagate_forward_time: 8.4921932220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4847660065
validation[          , genome  5006] predictions:    9562/  10000 (95.62%), best:    9728/10000 (97.28%), error:      1489.35205, best error:       895.85834 on epoch:    43, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 113.5129699707s, input_fired_time: 1.3154443502, output_fired_time: 1.2266095877, propagate_forward_time: 43.0003547668, propagate_backward_time: 65.2664413452, weight_update_time: 0.1351499110, other_time: 2.7041244507
epoch time: 9.2677764893s, input_fired_time: 0.1600920707, output_fired_time: 0.0000000000, propagate_forward_time: 8.6229677200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4847164154
validation[          , genome  5006] predictions:    9697/  10000 (96.97%), best:    9728/10000 (97.28%), error:       975.32623, best error:       895.85834 on epoch:    43, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 114.4695434570s, input_fired_time: 1.3365818262, output_fired_time: 1.2339861393, propagate_forward_time: 43.3225364685, propagate_backward_time: 65.7976226807, weight_update_time: 0.1390293390, other_time: 2.7788238525
epoch time: 9.3271903992s, input_fired_time: 0.1648198664, output_fired_time: 0.0000000000, propagate_forward_time: 8.6637067795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4986639023
validation[          , genome  5006] predictions:    9694/  10000 (96.94%), best:    9728/10000 (97.28%), error:       977.57855, best error:       895.85834 on epoch:    43, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 114.0567932129s, input_fired_time: 1.3380247355, output_fired_time: 1.2300503254, propagate_forward_time: 43.1531600952, propagate_backward_time: 65.5598068237, weight_update_time: 0.1386034936, other_time: 2.7757492065
epoch time: 9.2935514450s, input_fired_time: 0.1630373150, output_fired_time: 0.0000000000, propagate_forward_time: 8.6327304840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4977836609
validation[          , genome  5006] predictions:    9702/  10000 (97.02%), best:    9728/10000 (97.28%), error:       971.07562, best error:       895.85834 on epoch:    43, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 113.7869567871s, input_fired_time: 1.3254141808, output_fired_time: 1.2249660492, propagate_forward_time: 43.1015281677, propagate_backward_time: 65.3977890015, weight_update_time: 0.1373522729, other_time: 2.7372512817
epoch time: 9.2574634552s, input_fired_time: 0.1604099572, output_fired_time: 0.0000000000, propagate_forward_time: 8.6121206284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4849328995
validation[          , genome  5006] predictions:    9723/  10000 (97.23%), best:    9728/10000 (97.28%), error:       948.44678, best error:       895.85834 on epoch:    43, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 114.6552124023s, input_fired_time: 1.3417767286, output_fired_time: 1.2350541353, propagate_forward_time: 43.4174003601, propagate_backward_time: 65.8784561157, weight_update_time: 0.1382297277, other_time: 2.7825241089
epoch time: 9.3688993454s, input_fired_time: 0.1639352143, output_fired_time: 0.0000000000, propagate_forward_time: 8.6980190277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5069446564
validation[          , genome  5006] predictions:    9694/  10000 (96.94%), best:    9728/10000 (97.28%), error:       951.18579, best error:       895.85834 on epoch:    43, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 113.6501617432s, input_fired_time: 1.3251547813, output_fired_time: 1.2270153761, propagate_forward_time: 43.0649948120, propagate_backward_time: 65.2876815796, weight_update_time: 0.1363617927, other_time: 2.7453155518
epoch time: 9.3085021973s, input_fired_time: 0.1645422429, output_fired_time: 0.0000000000, propagate_forward_time: 8.6449890137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4989709854
validation[          , genome  5006] predictions:    9649/  10000 (96.49%), best:    9728/10000 (97.28%), error:      1178.78601, best error:       895.85834 on epoch:    43, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 113.5980453491s, input_fired_time: 1.3084715605, output_fired_time: 1.2229003906, propagate_forward_time: 43.0516510010, propagate_backward_time: 65.3436813354, weight_update_time: 0.1347450167, other_time: 2.6713409424
epoch time: 9.2682943344s, input_fired_time: 0.1616008580, output_fired_time: 0.0000000000, propagate_forward_time: 8.6224327087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4842605591
validation[          , genome  5006] predictions:    9696/  10000 (96.96%), best:    9728/10000 (97.28%), error:      1021.00067, best error:       895.85834 on epoch:    43, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 114.2952423096s, input_fired_time: 1.3359289169, output_fired_time: 1.2343441248, propagate_forward_time: 43.2558708191, propagate_backward_time: 65.6972045898, weight_update_time: 0.1379234493, other_time: 2.7718963623
epoch time: 9.2769680023s, input_fired_time: 0.1606052667, output_fired_time: 0.0000000000, propagate_forward_time: 8.6296377182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4867248535
validation[          , genome  5006] predictions:    9715/  10000 (97.15%), best:    9728/10000 (97.28%), error:       939.83392, best error:       895.85834 on epoch:    43, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 113.5717391968s, input_fired_time: 1.3071277142, output_fired_time: 1.2230936289, propagate_forward_time: 43.0866050720, propagate_backward_time: 65.2830047607, weight_update_time: 0.1350051463, other_time: 2.6719055176
epoch time: 9.2261400223s, input_fired_time: 0.1601865590, output_fired_time: 0.0000000000, propagate_forward_time: 8.5860061646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4799470901
validation[          , genome  5006] predictions:    9712/  10000 (97.12%), best:    9728/10000 (97.28%), error:       950.85834, best error:       895.85834 on epoch:    43, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 113.9579162598s, input_fired_time: 1.3419203758, output_fired_time: 1.2277648449, propagate_forward_time: 43.1587181091, propagate_backward_time: 65.4521179199, weight_update_time: 0.1371213198, other_time: 2.7773895264
epoch time: 9.3109273911s, input_fired_time: 0.1633893549, output_fired_time: 0.0000000000, propagate_forward_time: 8.6485595703, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4989786148
validation[          , genome  5006] predictions:    9709/  10000 (97.09%), best:    9728/10000 (97.28%), error:       930.85889, best error:       895.85834 on epoch:    43, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 113.5516891479s, input_fired_time: 1.3344416618, output_fired_time: 1.2223490477, propagate_forward_time: 42.9908256531, propagate_backward_time: 65.2287902832, weight_update_time: 0.1372152865, other_time: 2.7752838135
epoch time: 9.2604389191s, input_fired_time: 0.1639967412, output_fired_time: 0.0000000000, propagate_forward_time: 8.5961742401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5002679825
validation[          , genome  5006] predictions:    9707/  10000 (97.07%), best:    9728/10000 (97.28%), error:       970.32684, best error:       895.85834 on epoch:    43, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 113.9301910400s, input_fired_time: 1.3127077818, output_fired_time: 1.2281230688, propagate_forward_time: 43.1760215759, propagate_backward_time: 65.5343704224, weight_update_time: 0.1360169798, other_time: 2.6789627075
epoch time: 9.2607526779s, input_fired_time: 0.1611924767, output_fired_time: 0.0000000000, propagate_forward_time: 8.6130628586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4864969254
validation[          , genome  5006] predictions:    9711/  10000 (97.11%), best:    9728/10000 (97.28%), error:       937.18829, best error:       895.85834 on epoch:    43, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 114.0663452148s, input_fired_time: 1.3384399414, output_fired_time: 1.2246376276, propagate_forward_time: 43.1792526245, propagate_backward_time: 65.5459213257, weight_update_time: 0.1374112666, other_time: 2.7780914307
epoch time: 9.3193569183s, input_fired_time: 0.1636379808, output_fired_time: 0.0000000000, propagate_forward_time: 8.6561613083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4995574951
validation[          , genome  5006] predictions:    9722/  10000 (97.22%), best:    9728/10000 (97.28%), error:       921.88385, best error:       895.85834 on epoch:    43, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 114.4963836670s, input_fired_time: 1.3126362562, output_fired_time: 1.2298947573, propagate_forward_time: 43.4194030762, propagate_backward_time: 65.8590469360, weight_update_time: 0.1367136389, other_time: 2.6753997803
epoch time: 9.3715524673s, input_fired_time: 0.1644820273, output_fired_time: 0.0000000000, propagate_forward_time: 8.7139167786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4931535721
validation[          , genome  5006] predictions:    9687/  10000 (96.87%), best:    9728/10000 (97.28%), error:       969.63257, best error:       895.85834 on epoch:    43, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 113.4798507690s, input_fired_time: 1.3149391413, output_fired_time: 1.2192974091, propagate_forward_time: 43.0030784607, propagate_backward_time: 65.2589416504, weight_update_time: 0.1354096532, other_time: 2.6835937500
epoch time: 9.2097969055s, input_fired_time: 0.1623158753, output_fired_time: 0.0000000000, propagate_forward_time: 8.5639724731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4835081100
validation[          , genome  5006] predictions:    9706/  10000 (97.06%), best:    9728/10000 (97.28%), error:       976.57123, best error:       895.85834 on epoch:    43, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 114.0374755859s, input_fired_time: 1.3422924280, output_fired_time: 1.2270057201, propagate_forward_time: 43.1403503418, propagate_backward_time: 65.5511016846, weight_update_time: 0.1384419799, other_time: 2.7767257690
epoch time: 9.3264732361s, input_fired_time: 0.1654857993, output_fired_time: 0.0000000000, propagate_forward_time: 8.6599416733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5010461807
validation[          , genome  5006] predictions:    9678/  10000 (96.78%), best:    9728/10000 (97.28%), error:      1092.16089, best error:       895.85834 on epoch:    43, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 113.1351776123s, input_fired_time: 1.3340305090, output_fired_time: 1.2207298279, propagate_forward_time: 42.6991729736, propagate_backward_time: 65.1092987061, weight_update_time: 0.1379806399, other_time: 2.7719421387
epoch time: 9.2632608414s, input_fired_time: 0.1614061296, output_fired_time: 0.0000000000, propagate_forward_time: 8.6119117737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4899425507
validation[          , genome  5006] predictions:    9683/  10000 (96.83%), best:    9728/10000 (97.28%), error:      1030.55786, best error:       895.85834 on epoch:    43, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 114.0942687988s, input_fired_time: 1.3362462521, output_fired_time: 1.2274333239, propagate_forward_time: 43.1491088867, propagate_backward_time: 65.6098785400, weight_update_time: 0.1390475631, other_time: 2.7716064453
epoch time: 9.1749505997s, input_fired_time: 0.1631923765, output_fired_time: 0.0000000000, propagate_forward_time: 8.5126791000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4990787506
validation[          , genome  5006] predictions:    9704/  10000 (97.04%), best:    9728/10000 (97.28%), error:       952.88593, best error:       895.85834 on epoch:    43, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 113.6125106812s, input_fired_time: 1.3382216692, output_fired_time: 1.2263894081, propagate_forward_time: 42.9226608276, propagate_backward_time: 65.3506851196, weight_update_time: 0.1384847313, other_time: 2.7745590210
epoch time: 9.2844924927s, input_fired_time: 0.1654708833, output_fired_time: 0.0000000000, propagate_forward_time: 8.6194353104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4995861053
validation[          , genome  5006] predictions:    9660/  10000 (96.60%), best:    9728/10000 (97.28%), error:      1183.39136, best error:       895.85834 on epoch:    43, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 113.8442230225s, input_fired_time: 1.3158806562, output_fired_time: 1.2303218842, propagate_forward_time: 43.1769790649, propagate_backward_time: 65.4378509521, weight_update_time: 0.1349790990, other_time: 2.6831893921
epoch time: 9.3176641464s, input_fired_time: 0.1610430181, output_fired_time: 0.0000000000, propagate_forward_time: 8.6702690125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4863519669
validation[          , genome  5006] predictions:    9718/  10000 (97.18%), best:    9728/10000 (97.28%), error:       918.48407, best error:       895.85834 on epoch:    43, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 114.5948410034s, input_fired_time: 1.3440384865, output_fired_time: 1.2385377884, propagate_forward_time: 43.3635368347, propagate_backward_time: 65.8730392456, weight_update_time: 0.1388665587, other_time: 2.7756881714
epoch time: 9.3826017380s, input_fired_time: 0.1673789769, output_fired_time: 0.0000000000, propagate_forward_time: 8.7118062973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5034160614
validation[          , genome  5006] predictions:    9643/  10000 (96.43%), best:    9728/10000 (97.28%), error:      1171.94336, best error:       895.85834 on epoch:    43, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 113.7144851685s, input_fired_time: 1.3444707394, output_fired_time: 1.2229880095, propagate_forward_time: 43.0361785889, propagate_backward_time: 65.3345336914, weight_update_time: 0.1368312091, other_time: 2.7763214111
epoch time: 9.3403558731s, input_fired_time: 0.1633491963, output_fired_time: 0.0000000000, propagate_forward_time: 8.6568031311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5202035904
validation[          , genome  5006] predictions:    9710/  10000 (97.10%), best:    9728/10000 (97.28%), error:       946.31219, best error:       895.85834 on epoch:    43, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 113.7169418335s, input_fired_time: 1.3137040138, output_fired_time: 1.2213419676, propagate_forward_time: 43.1058883667, propagate_backward_time: 65.3964080811, weight_update_time: 0.1348111331, other_time: 2.6795959473
epoch time: 9.1859092712s, input_fired_time: 0.1631735712, output_fired_time: 0.0000000000, propagate_forward_time: 8.5380754471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4846601486
validation[          , genome  5006] predictions:    9683/  10000 (96.83%), best:    9728/10000 (97.28%), error:      1015.00775, best error:       895.85834 on epoch:    43, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 114.5681381226s, input_fired_time: 1.3241918087, output_fired_time: 1.2352563143, propagate_forward_time: 43.3919487000, propagate_backward_time: 65.9242248535, weight_update_time: 0.1371173412, other_time: 2.6925201416
epoch time: 9.3429336548s, input_fired_time: 0.1613757759, output_fired_time: 0.0000000000, propagate_forward_time: 8.6938705444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4876871109
validation[          , genome  5006] predictions:    9679/  10000 (96.79%), best:    9728/10000 (97.28%), error:      1114.14819, best error:       895.85834 on epoch:    43, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 113.6725006104s, input_fired_time: 1.3144321442, output_fired_time: 1.2214165926, propagate_forward_time: 43.0952529907, propagate_backward_time: 65.3626251221, weight_update_time: 0.1366966218, other_time: 2.6787719727
epoch time: 9.2763566971s, input_fired_time: 0.1617640108, output_fired_time: 0.0000000000, propagate_forward_time: 8.6280965805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4864959717
validation[          , genome  5006] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       892.49677, best error:       892.49677 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 113.8591384888s, input_fired_time: 1.3162952662, output_fired_time: 1.2279138565, propagate_forward_time: 43.1512336731, propagate_backward_time: 65.4972991943, weight_update_time: 0.1355267018, other_time: 2.6663970947
epoch time: 9.2779903412s, input_fired_time: 0.1610617787, output_fired_time: 0.0000000000, propagate_forward_time: 8.6339902878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4829378128
validation[          , genome  5006] predictions:    9635/  10000 (96.35%), best:    9726/10000 (97.26%), error:      1176.10059, best error:       892.49677 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 113.4658432007s, input_fired_time: 1.3232580423, output_fired_time: 1.2238219976, propagate_forward_time: 42.8640174866, propagate_backward_time: 65.3527374268, weight_update_time: 0.1355386674, other_time: 2.7020111084
epoch time: 9.3089876175s, input_fired_time: 0.1646323055, output_fired_time: 0.0000000000, propagate_forward_time: 8.6417503357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5026054382
validation[          , genome  5006] predictions:    9722/  10000 (97.22%), best:    9726/10000 (97.26%), error:       947.58960, best error:       892.49677 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 113.6295928955s, input_fired_time: 1.3231766224, output_fired_time: 1.2252991199, propagate_forward_time: 43.0946655273, propagate_backward_time: 65.2955932617, weight_update_time: 0.1348416507, other_time: 2.6908645630
epoch time: 9.2585763931s, input_fired_time: 0.1618579626, output_fired_time: 0.0000000000, propagate_forward_time: 8.6117458344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4849729538
validation[          , genome  5006] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       879.37817, best error:       879.37817 on epoch:    86, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 113.2192764282s, input_fired_time: 1.3220086098, output_fired_time: 1.2179011106, propagate_forward_time: 42.9555168152, propagate_backward_time: 65.0346527100, weight_update_time: 0.1348483413, other_time: 2.6891937256
epoch time: 9.3772048950s, input_fired_time: 0.1668663472, output_fired_time: 0.0000000000, propagate_forward_time: 8.7075242996, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5028142929
validation[          , genome  5006] predictions:    9697/  10000 (96.97%), best:    9726/10000 (97.26%), error:       989.83411, best error:       879.37817 on epoch:    86, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 114.2274780273s, input_fired_time: 1.3494431973, output_fired_time: 1.2317001820, propagate_forward_time: 43.2238311768, propagate_backward_time: 65.6386642456, weight_update_time: 0.1374856085, other_time: 2.7838439941
epoch time: 9.1702613831s, input_fired_time: 0.1648246050, output_fired_time: 0.0000000000, propagate_forward_time: 8.5073022842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4981346130
validation[          , genome  5006] predictions:    9655/  10000 (96.55%), best:    9726/10000 (97.26%), error:      1109.24939, best error:       879.37817 on epoch:    86, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 113.2696990967s, input_fired_time: 1.3414776325, output_fired_time: 1.2220584154, propagate_forward_time: 42.7490882874, propagate_backward_time: 65.1789245605, weight_update_time: 0.1369781643, other_time: 2.7781524658
epoch time: 9.3398828506s, input_fired_time: 0.1651594490, output_fired_time: 0.0000000000, propagate_forward_time: 8.6656217575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5091018677
validation[          , genome  5006] predictions:    9688/  10000 (96.88%), best:    9726/10000 (97.26%), error:       992.87720, best error:       879.37817 on epoch:    86, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 113.4686889648s, input_fired_time: 1.3252879381, output_fired_time: 1.2210956812, propagate_forward_time: 43.0387916565, propagate_backward_time: 65.1699142456, weight_update_time: 0.1380857080, other_time: 2.7136001587
epoch time: 9.2282972336s, input_fired_time: 0.1635679007, output_fired_time: 0.0000000000, propagate_forward_time: 8.5789241791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4858055115
validation[          , genome  5006] predictions:    9719/  10000 (97.19%), best:    9726/10000 (97.26%), error:       950.68335, best error:       879.37817 on epoch:    86, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 113.7997741699s, input_fired_time: 1.3457231522, output_fired_time: 1.2253535986, propagate_forward_time: 43.0972595215, propagate_backward_time: 65.3474884033, weight_update_time: 0.1379969418, other_time: 2.7839431763
epoch time: 9.3099088669s, input_fired_time: 0.1665297598, output_fired_time: 0.0000000000, propagate_forward_time: 8.6425838470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5007953644
validation[          , genome  5006] predictions:    9686/  10000 (96.86%), best:    9726/10000 (97.26%), error:      1073.72974, best error:       879.37817 on epoch:    86, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 113.6125411987s, input_fired_time: 1.3209936619, output_fired_time: 1.2235262394, propagate_forward_time: 42.9672622681, propagate_backward_time: 65.4086456299, weight_update_time: 0.1351985484, other_time: 2.6921157837
epoch time: 9.1421842575s, input_fired_time: 0.1614761800, output_fired_time: 0.0000000000, propagate_forward_time: 8.4950828552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4856252670
validation[          , genome  5006] predictions:    9623/  10000 (96.23%), best:    9726/10000 (97.26%), error:      1190.19690, best error:       879.37817 on epoch:    86, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 113.4056625366s, input_fired_time: 1.3286570311, output_fired_time: 1.2237930298, propagate_forward_time: 42.9332695007, propagate_backward_time: 65.2357559204, weight_update_time: 0.1354424655, other_time: 2.6841812134
epoch time: 9.1884069443s, input_fired_time: 0.1646443307, output_fired_time: 0.0000000000, propagate_forward_time: 8.5227155685, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5010471344
validation[          , genome  5006] predictions:    9721/  10000 (97.21%), best:    9726/10000 (97.26%), error:       925.46375, best error:       879.37817 on epoch:    86, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 113.3060379028s, input_fired_time: 1.3174415827, output_fired_time: 1.2164522409, propagate_forward_time: 42.9271202087, propagate_backward_time: 65.1755981445, weight_update_time: 0.1344409138, other_time: 2.6694183350
epoch time: 9.1782922745s, input_fired_time: 0.1620904356, output_fired_time: 0.0000000000, propagate_forward_time: 8.5306615829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4855403900
validation[          , genome  5006] predictions:    9703/  10000 (97.03%), best:    9726/10000 (97.26%), error:       985.62354, best error:       879.37817 on epoch:    86, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 113.9907608032s, input_fired_time: 1.3518097401, output_fired_time: 1.2274081707, propagate_forward_time: 43.1687965393, propagate_backward_time: 65.4595794678, weight_update_time: 0.1367209703, other_time: 2.7831726074
epoch time: 9.2509613037s, input_fired_time: 0.1648369879, output_fired_time: 0.0000000000, propagate_forward_time: 8.5889043808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4972200394
validation[          , genome  5006] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       916.19092, best error:       879.37817 on epoch:    86, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 113.6470718384s, input_fired_time: 1.3184360266, output_fired_time: 1.2206425667, propagate_forward_time: 43.1183128357, propagate_backward_time: 65.2966537476, weight_update_time: 0.1356676072, other_time: 2.6930313110
epoch time: 9.2680673599s, input_fired_time: 0.1641419828, output_fired_time: 0.0000000000, propagate_forward_time: 8.6176710129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4862546921
validation[          , genome  5006] predictions:    9733/  10000 (97.33%), best:    9726/10000 (97.26%), error:       940.96466, best error:       879.37817 on epoch:    86, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 113.9525299072s, input_fired_time: 1.3394227028, output_fired_time: 1.2256187201, propagate_forward_time: 43.1503257751, propagate_backward_time: 65.4842376709, weight_update_time: 0.1365023702, other_time: 2.7529296875
epoch time: 9.3546094894s, input_fired_time: 0.1672435254, output_fired_time: 0.0000000000, propagate_forward_time: 8.6936473846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4937181473
validation[          , genome  5006] predictions:    9650/  10000 (96.50%), best:    9726/10000 (97.26%), error:      1101.18518, best error:       879.37817 on epoch:    86, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 113.4462890625s, input_fired_time: 1.3543269634, output_fired_time: 1.2288223505, propagate_forward_time: 42.8067855835, propagate_backward_time: 65.2819366455, weight_update_time: 0.1368631124, other_time: 2.7744216919
epoch time: 9.1990919113s, input_fired_time: 0.1650663465, output_fired_time: 0.0000000000, propagate_forward_time: 8.5342931747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4997320175
validation[          , genome  5006] predictions:    9706/  10000 (97.06%), best:    9726/10000 (97.26%), error:       980.02539, best error:       879.37817 on epoch:    86, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 114.0188980103s, input_fired_time: 1.3472234011, output_fired_time: 1.2283568382, propagate_forward_time: 43.1237297058, propagate_backward_time: 65.5450897217, weight_update_time: 0.1385889500, other_time: 2.7745056152
epoch time: 9.3244323730s, input_fired_time: 0.1671217978, output_fired_time: 0.0000000000, propagate_forward_time: 8.6530942917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5042161942
validation[          , genome  5006] predictions:    9710/  10000 (97.10%), best:    9726/10000 (97.26%), error:       933.45496, best error:       879.37817 on epoch:    86, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 114.2325134277s, input_fired_time: 1.3325585127, output_fired_time: 1.2307742834, propagate_forward_time: 43.2192611694, propagate_backward_time: 65.7509613037, weight_update_time: 0.1367674619, other_time: 2.6989593506
epoch time: 9.3506336212s, input_fired_time: 0.1624023020, output_fired_time: 0.0000000000, propagate_forward_time: 8.6948471069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4933843613
validation[          , genome  5006] predictions:    9723/  10000 (97.23%), best:    9726/10000 (97.26%), error:       938.77515, best error:       879.37817 on epoch:    86, 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: 46.7001953125s, input_fired_time: 0.8216345310, output_fired_time: 0.0000000000, propagate_forward_time: 43.3495063782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.5290527344
best training[          , genome  5006] predictions:   49431/  50000 (98.86%), best:    9726/10000 (97.26%), error:      2218.53320, best error:       879.37817 on epoch:    86, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 9.3322811127s, input_fired_time: 0.1619674116, output_fired_time: 0.0000000000, propagate_forward_time: 8.6828165054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4874973297
   testing[          , genome  5006] predictions:    9759/  10000 (97.59%), best:    9726/10000 (97.26%), error:       795.49133, best error:       879.37817 on epoch:    86, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:53:41 (3724): called boinc_finish(0)

</stderr_txt>
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