Nameexact_genome_1512568488_42_6741_0
Workunit2604938
Created7 Dec 2017, 21:35:25 UTC
Sent7 Dec 2017, 21:41:03 UTC
Report deadline14 Dec 2017, 4:38:51 UTC
Received8 Dec 2017, 12:26:13 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time3 hours 40 min 56 sec
CPU time3 hours 39 min 55 sec
Validate stateValid
Credit1,572.54
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.11 MB
Peak swap size160.57 MB
Peak disk usage2.72 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
72, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5237407684
validation[          , genome  6741] predictions:    9694/  10000 (96.94%), best:    9710/10000 (97.10%), error:      1031.37024, best error:       954.63507 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 119.5675888062s, input_fired_time: 1.1101676226, output_fired_time: 1.0027747154, propagate_forward_time: 46.1943359375, propagate_backward_time: 68.2552185059, weight_update_time: 0.1716687530, other_time: 3.0050888062
epoch time: 9.5706329346s, input_fired_time: 0.1376608014, output_fired_time: 0.0000000000, propagate_forward_time: 8.9451351166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4878368378
validation[          , genome  6741] predictions:    9704/  10000 (97.04%), best:    9710/10000 (97.10%), error:       998.15869, best error:       954.63507 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 118.2538452148s, input_fired_time: 1.1048932076, output_fired_time: 0.9734631777, propagate_forward_time: 45.6760787964, propagate_backward_time: 67.5352172852, weight_update_time: 0.1694785953, other_time: 2.9641876221
epoch time: 9.9407968521s, input_fired_time: 0.1355279088, output_fired_time: 0.0000000000, propagate_forward_time: 9.2697868347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5354824066
validation[          , genome  6741] predictions:    9683/  10000 (96.83%), best:    9710/10000 (97.10%), error:      1011.41479, best error:       954.63507 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 118.9104537964s, input_fired_time: 1.0986545086, output_fired_time: 0.9815816879, propagate_forward_time: 45.8994674683, propagate_backward_time: 67.9207458496, weight_update_time: 0.1728734374, other_time: 3.0100021362
epoch time: 9.8610162735s, input_fired_time: 0.1383945048, output_fired_time: 0.0000000000, propagate_forward_time: 9.2185792923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5040426254
validation[          , genome  6741] predictions:    9671/  10000 (96.71%), best:    9710/10000 (97.10%), error:      1040.16333, best error:       954.63507 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 118.6984329224s, input_fired_time: 1.1044679880, output_fired_time: 0.9722042680, propagate_forward_time: 45.7988700867, propagate_backward_time: 67.8504867554, weight_update_time: 0.1701836735, other_time: 2.9724044800
epoch time: 9.8522787094s, input_fired_time: 0.1367497146, output_fired_time: 0.0000000000, propagate_forward_time: 9.2187566757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4967727661
validation[          , genome  6741] predictions:    9684/  10000 (96.84%), best:    9710/10000 (97.10%), error:      1031.98950, best error:       954.63507 on epoch:    13, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 119.3007888794s, input_fired_time: 1.1030851603, output_fired_time: 0.9780218005, propagate_forward_time: 46.0176849365, propagate_backward_time: 68.2220382690, weight_update_time: 0.1704825163, other_time: 2.9799575806
epoch time: 10.0981969833s, input_fired_time: 0.1400172114, output_fired_time: 0.0000000000, propagate_forward_time: 9.4194755554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5387039185
validation[          , genome  6741] predictions:    9671/  10000 (96.71%), best:    9710/10000 (97.10%), error:      1163.61523, best error:       954.63507 on epoch:    13, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 119.9368133545s, input_fired_time: 1.1096800566, output_fired_time: 0.9844143987, propagate_forward_time: 46.2669487000, propagate_backward_time: 68.6326599121, weight_update_time: 0.1730423123, other_time: 2.9431152344
epoch time: 9.7269639969s, input_fired_time: 0.1357666105, output_fired_time: 0.0000000000, propagate_forward_time: 9.0839109421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5072860718
validation[          , genome  6741] predictions:    9624/  10000 (96.24%), best:    9710/10000 (97.10%), error:      1151.66321, best error:       954.63507 on epoch:    13, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 118.0870285034s, input_fired_time: 1.1149452925, output_fired_time: 0.9699262381, propagate_forward_time: 45.4554023743, propagate_backward_time: 67.5580749512, weight_update_time: 0.1712137312, other_time: 2.9886779785
epoch time: 9.8322477341s, input_fired_time: 0.1476275325, output_fired_time: 0.0000000000, propagate_forward_time: 9.1767606735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5078592300
validation[          , genome  6741] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       919.86975, best error:       919.86975 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 119.9979553223s, input_fired_time: 1.0952314138, output_fired_time: 0.9827498198, propagate_forward_time: 46.2299079895, propagate_backward_time: 68.7093429565, weight_update_time: 0.1687439829, other_time: 2.9807205200
epoch time: 9.8223438263s, input_fired_time: 0.1421051025, output_fired_time: 0.0000000000, propagate_forward_time: 9.1631402969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5170984268
validation[          , genome  6741] predictions:    9731/  10000 (97.31%), best:    9731/10000 (97.31%), error:       909.89935, best error:       909.89935 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 118.9674911499s, input_fired_time: 1.0763846636, output_fired_time: 0.9762047529, propagate_forward_time: 45.8268241882, propagate_backward_time: 68.2229537964, weight_update_time: 0.1708985120, other_time: 2.8651199341
epoch time: 9.7759761810s, input_fired_time: 0.1371183991, output_fired_time: 0.0000000000, propagate_forward_time: 9.1294918060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5093660355
validation[          , genome  6741] predictions:    9678/  10000 (96.78%), best:    9731/10000 (97.31%), error:      1043.68933, best error:       909.89935 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 120.4175796509s, input_fired_time: 1.1104373932, output_fired_time: 0.9985451102, propagate_forward_time: 46.3494644165, propagate_backward_time: 68.9703826904, weight_update_time: 0.1691696197, other_time: 2.9887542725
epoch time: 9.9777364731s, input_fired_time: 0.1382124126, output_fired_time: 0.0000000000, propagate_forward_time: 9.3391952515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5003290176
validation[          , genome  6741] predictions:    9721/  10000 (97.21%), best:    9731/10000 (97.31%), error:       940.75854, best error:       909.89935 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 119.5288467407s, input_fired_time: 1.1066573858, output_fired_time: 0.9831758738, propagate_forward_time: 46.0482559204, propagate_backward_time: 68.4474945068, weight_update_time: 0.1688556522, other_time: 2.9432601929
epoch time: 9.7477664948s, input_fired_time: 0.1361573786, output_fired_time: 0.0000000000, propagate_forward_time: 9.1130580902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4985513687
validation[          , genome  6741] predictions:    9661/  10000 (96.61%), best:    9731/10000 (97.31%), error:      1121.10266, best error:       909.89935 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 118.5595092773s, input_fired_time: 1.1073566675, output_fired_time: 0.9788067341, propagate_forward_time: 45.5495872498, propagate_backward_time: 67.9418182373, weight_update_time: 0.1712435335, other_time: 2.9819488525
epoch time: 9.9829044342s, input_fired_time: 0.1381174028, output_fired_time: 0.0000000000, propagate_forward_time: 9.3301801682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5146064758
validation[          , genome  6741] predictions:    9724/  10000 (97.24%), best:    9724/10000 (97.24%), error:       891.56293, best error:       891.56293 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 119.0807495117s, input_fired_time: 1.1026784182, output_fired_time: 0.9831205606, propagate_forward_time: 45.7756271362, propagate_backward_time: 68.2798461914, weight_update_time: 0.1702665836, other_time: 2.9394760132
epoch time: 9.7260646820s, input_fired_time: 0.1403483301, output_fired_time: 0.0000000000, propagate_forward_time: 9.0824394226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5032768250
validation[          , genome  6741] predictions:    9660/  10000 (96.60%), best:    9724/10000 (97.24%), error:      1098.96851, best error:       891.56293 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 120.5650711060s, input_fired_time: 1.1153513193, output_fired_time: 0.9937043786, propagate_forward_time: 46.3468589783, propagate_backward_time: 69.1834030151, weight_update_time: 0.1680087000, other_time: 2.9257583618
epoch time: 9.8788099289s, input_fired_time: 0.1475290358, output_fired_time: 0.0000000000, propagate_forward_time: 9.1935863495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5376949310
validation[          , genome  6741] predictions:    9711/  10000 (97.11%), best:    9724/10000 (97.24%), error:       951.27979, best error:       891.56293 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 119.1605224609s, input_fired_time: 1.1154644489, output_fired_time: 0.9630485773, propagate_forward_time: 45.7610855103, propagate_backward_time: 68.3127975464, weight_update_time: 0.1693930924, other_time: 3.0081253052
epoch time: 9.8754158020s, input_fired_time: 0.1386108249, output_fired_time: 0.0000000000, propagate_forward_time: 9.2263612747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5104436874
validation[          , genome  6741] predictions:    9704/  10000 (97.04%), best:    9724/10000 (97.24%), error:       911.12744, best error:       891.56293 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 120.5347061157s, input_fired_time: 1.1075639725, output_fired_time: 0.9842945933, propagate_forward_time: 46.5110626221, propagate_backward_time: 68.9796371460, weight_update_time: 0.1739701927, other_time: 2.9521484375
epoch time: 9.8563070297s, input_fired_time: 0.1418225169, output_fired_time: 0.0000000000, propagate_forward_time: 9.2124128342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5020713806
validation[          , genome  6741] predictions:    9702/  10000 (97.02%), best:    9724/10000 (97.24%), error:       945.53943, best error:       891.56293 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 119.8006286621s, input_fired_time: 1.1019705534, output_fired_time: 0.9752947688, propagate_forward_time: 45.9668731689, propagate_backward_time: 68.7345428467, weight_update_time: 0.1705482304, other_time: 3.0219497681
epoch time: 9.9809074402s, input_fired_time: 0.1462025940, output_fired_time: 0.0000000000, propagate_forward_time: 9.3186750412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5160293579
validation[          , genome  6741] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       844.90271, best error:       844.90271 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 118.8348236084s, input_fired_time: 1.1043639183, output_fired_time: 0.9659685493, propagate_forward_time: 45.5711441040, propagate_backward_time: 68.2586975098, weight_update_time: 0.1685379446, other_time: 2.9346542358
epoch time: 9.7563552856s, input_fired_time: 0.1408098042, output_fired_time: 0.0000000000, propagate_forward_time: 9.1129465103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5025987625
validation[          , genome  6741] predictions:    9712/  10000 (97.12%), best:    9737/10000 (97.37%), error:       940.05249, best error:       844.90271 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 121.2141418457s, input_fired_time: 1.1073058844, output_fired_time: 0.9810484052, propagate_forward_time: 46.4931755066, propagate_backward_time: 69.6624832153, weight_update_time: 0.1687603891, other_time: 2.9701309204
epoch time: 9.8391771317s, input_fired_time: 0.1398006380, output_fired_time: 0.0000000000, propagate_forward_time: 9.1816368103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5177392960
validation[          , genome  6741] predictions:    9728/  10000 (97.28%), best:    9737/10000 (97.37%), error:       956.38623, best error:       844.90271 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 119.7559051514s, input_fired_time: 1.1076246500, output_fired_time: 0.9679216743, propagate_forward_time: 45.8600654602, propagate_backward_time: 68.8331298828, weight_update_time: 0.1700933129, other_time: 2.9871673584
epoch time: 9.7668762207s, input_fired_time: 0.1375942528, output_fired_time: 0.0000000000, propagate_forward_time: 9.1418323517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4874496460
validation[          , genome  6741] predictions:    9708/  10000 (97.08%), best:    9737/10000 (97.37%), error:       947.81476, best error:       844.90271 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 119.7481765747s, input_fired_time: 1.1120339632, output_fired_time: 0.9846031666, propagate_forward_time: 45.9010009766, propagate_backward_time: 68.8083190918, weight_update_time: 0.1689122617, other_time: 2.9422149658
epoch time: 9.8382625580s, input_fired_time: 0.1391707063, output_fired_time: 0.0000000000, propagate_forward_time: 9.2017240524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4973678589
validation[          , genome  6741] predictions:    9694/  10000 (96.94%), best:    9737/10000 (97.37%), error:       935.09418, best error:       844.90271 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 119.0484542847s, input_fired_time: 1.1085151434, output_fired_time: 0.9637846351, propagate_forward_time: 45.5380592346, propagate_backward_time: 68.5211791992, weight_update_time: 0.1691994667, other_time: 2.9169158936
epoch time: 9.8189229965s, input_fired_time: 0.1375525147, output_fired_time: 0.0000000000, propagate_forward_time: 9.1852045059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4961662292
validation[          , genome  6741] predictions:    9730/  10000 (97.30%), best:    9737/10000 (97.37%), error:       883.47406, best error:       844.90271 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 119.8670806885s, input_fired_time: 1.0924257040, output_fired_time: 0.9721558690, propagate_forward_time: 45.9395790100, propagate_backward_time: 68.9772872925, weight_update_time: 0.1688838303, other_time: 2.8856430054
epoch time: 10.0583868027s, input_fired_time: 0.1490112990, output_fired_time: 0.0000000000, propagate_forward_time: 9.3928108215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5165643692
validation[          , genome  6741] predictions:    9713/  10000 (97.13%), best:    9737/10000 (97.37%), error:       953.37878, best error:       844.90271 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 119.6312484741s, input_fired_time: 1.0993089676, output_fired_time: 0.9770616889, propagate_forward_time: 45.7244186401, propagate_backward_time: 68.8503265381, weight_update_time: 0.1698491871, other_time: 2.9801330566
epoch time: 9.6900882721s, input_fired_time: 0.1402996182, output_fired_time: 0.0000000000, propagate_forward_time: 9.0472116470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5025768280
validation[          , genome  6741] predictions:    9708/  10000 (97.08%), best:    9737/10000 (97.37%), error:       964.65674, best error:       844.90271 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 118.9561157227s, input_fired_time: 1.1100844145, output_fired_time: 0.9620121121, propagate_forward_time: 45.4385299683, propagate_backward_time: 68.4116058350, weight_update_time: 0.1698267609, other_time: 3.0338821411
epoch time: 9.8707170486s, input_fired_time: 0.1386010945, output_fired_time: 0.0000000000, propagate_forward_time: 9.2316608429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5004549026
validation[          , genome  6741] predictions:    9746/  10000 (97.46%), best:    9737/10000 (97.37%), error:       858.29279, best error:       844.90271 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 120.0173568726s, input_fired_time: 1.0865095854, output_fired_time: 0.9921388626, propagate_forward_time: 45.8911933899, propagate_backward_time: 69.1552276611, weight_update_time: 0.1695701778, other_time: 2.8922882080
epoch time: 9.8445377350s, input_fired_time: 0.1396951228, output_fired_time: 0.0000000000, propagate_forward_time: 9.2003974915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5044450760
validation[          , genome  6741] predictions:    9699/  10000 (96.99%), best:    9737/10000 (97.37%), error:       924.35022, best error:       844.90271 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 119.2739562988s, input_fired_time: 1.0848535299, output_fired_time: 0.9607430100, propagate_forward_time: 45.7076072693, propagate_backward_time: 68.6520919800, weight_update_time: 0.1671994179, other_time: 2.8686599731
epoch time: 9.9783086777s, input_fired_time: 0.1394948661, output_fired_time: 0.0000000000, propagate_forward_time: 9.3154954910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5233182907
validation[          , genome  6741] predictions:    9728/  10000 (97.28%), best:    9737/10000 (97.37%), error:       900.25580, best error:       844.90271 on epoch:    31, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 119.9186935425s, input_fired_time: 1.1098886728, output_fired_time: 0.9871869087, propagate_forward_time: 45.8080787659, propagate_backward_time: 69.0775375366, weight_update_time: 0.1693682075, other_time: 2.9359970093
epoch time: 9.7713394165s, input_fired_time: 0.1408277005, output_fired_time: 0.0000000000, propagate_forward_time: 9.1169586182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5135526657
validation[          , genome  6741] predictions:    9724/  10000 (97.24%), best:    9737/10000 (97.37%), error:       942.90686, best error:       844.90271 on epoch:    31, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 119.7774963379s, input_fired_time: 1.1216975451, output_fired_time: 0.9706305265, propagate_forward_time: 45.7687339783, propagate_backward_time: 68.9512634277, weight_update_time: 0.1694126874, other_time: 2.9651794434
epoch time: 10.0069971085s, input_fired_time: 0.1400057226, output_fired_time: 0.0000000000, propagate_forward_time: 9.3664369583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5005540848
validation[          , genome  6741] predictions:    9669/  10000 (96.69%), best:    9737/10000 (97.37%), error:      1088.81409, best error:       844.90271 on epoch:    31, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 120.8599395752s, input_fired_time: 1.1051102877, output_fired_time: 0.9693316817, propagate_forward_time: 46.2301673889, propagate_backward_time: 69.6411361694, weight_update_time: 0.1743181050, other_time: 2.9141921997
epoch time: 9.7844572067s, input_fired_time: 0.1378821433, output_fired_time: 0.0000000000, propagate_forward_time: 9.1383361816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5082387924
validation[          , genome  6741] predictions:    9733/  10000 (97.33%), best:    9737/10000 (97.37%), error:       874.67120, best error:       844.90271 on epoch:    31, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 119.5600967407s, input_fired_time: 1.1065863371, output_fired_time: 0.9742171168, propagate_forward_time: 45.7183303833, propagate_backward_time: 68.8320846558, weight_update_time: 0.1695267409, other_time: 2.9288787842
epoch time: 9.7979669571s, input_fired_time: 0.1393128783, output_fired_time: 0.0000000000, propagate_forward_time: 9.1678047180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4908494949
validation[          , genome  6741] predictions:    9722/  10000 (97.22%), best:    9737/10000 (97.37%), error:       899.58466, best error:       844.90271 on epoch:    31, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 120.0436935425s, input_fired_time: 1.1096292734, output_fired_time: 0.9969163537, propagate_forward_time: 45.8331947327, propagate_backward_time: 69.1523742676, weight_update_time: 0.1680263877, other_time: 2.9515838623
epoch time: 9.8035593033s, input_fired_time: 0.1480509937, output_fired_time: 0.0000000000, propagate_forward_time: 9.1389436722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5165643692
validation[          , genome  6741] predictions:    9731/  10000 (97.31%), best:    9737/10000 (97.37%), error:       880.52533, best error:       844.90271 on epoch:    31, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 120.5525436401s, input_fired_time: 1.1123770475, output_fired_time: 0.9687560797, propagate_forward_time: 45.8833236694, propagate_backward_time: 69.5543899536, weight_update_time: 0.1679738164, other_time: 3.0336990356
epoch time: 9.8889093399s, input_fired_time: 0.1437050253, output_fired_time: 0.0000000000, propagate_forward_time: 9.2517185211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4934854507
validation[          , genome  6741] predictions:    9686/  10000 (96.86%), best:    9737/10000 (97.37%), error:       980.08698, best error:       844.90271 on epoch:    31, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 120.2100067139s, input_fired_time: 1.1241902113, output_fired_time: 0.9721920490, propagate_forward_time: 45.9018096924, propagate_backward_time: 69.2567825317, weight_update_time: 0.1767470092, other_time: 2.9550323486
epoch time: 9.9467773438s, input_fired_time: 0.1444013119, output_fired_time: 0.0000000000, propagate_forward_time: 9.3068962097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4954795837
validation[          , genome  6741] predictions:    9757/  10000 (97.57%), best:    9737/10000 (97.37%), error:       852.81030, best error:       844.90271 on epoch:    31, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 120.3573379517s, input_fired_time: 1.1222851276, output_fired_time: 0.9821093082, propagate_forward_time: 45.9195175171, propagate_backward_time: 69.3484420776, weight_update_time: 0.1700966358, other_time: 2.9849853516
epoch time: 9.9500303268s, input_fired_time: 0.1417716295, output_fired_time: 0.0000000000, propagate_forward_time: 9.3005332947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5077257156
validation[          , genome  6741] predictions:    9736/  10000 (97.36%), best:    9736/10000 (97.36%), error:       839.65149, best error:       839.65149 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 120.9579467773s, input_fired_time: 1.1344381571, output_fired_time: 0.9832735062, propagate_forward_time: 46.1315498352, propagate_backward_time: 69.7376785278, weight_update_time: 0.1694694608, other_time: 2.9710006714
epoch time: 9.8025436401s, input_fired_time: 0.1395303309, output_fired_time: 0.0000000000, propagate_forward_time: 9.1615686417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5014448166
validation[          , genome  6741] predictions:    9723/  10000 (97.23%), best:    9736/10000 (97.36%), error:       857.60663, best error:       839.65149 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 120.1161270142s, input_fired_time: 1.1241682768, output_fired_time: 0.9758018851, propagate_forward_time: 45.8476600647, propagate_backward_time: 69.2079696655, weight_update_time: 0.1753582209, other_time: 2.9605331421
epoch time: 10.2839937210s, input_fired_time: 0.1513907164, output_fired_time: 0.0000000000, propagate_forward_time: 9.6097021103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5229005814
validation[          , genome  6741] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       793.05310, best error:       793.05310 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 119.9827270508s, input_fired_time: 1.1203485727, output_fired_time: 0.9724421501, propagate_forward_time: 45.6826057434, propagate_backward_time: 69.2302093506, weight_update_time: 0.1697966903, other_time: 2.9771270752
epoch time: 9.7132711411s, input_fired_time: 0.1386224180, output_fired_time: 0.0000000000, propagate_forward_time: 9.0678081512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5068407059
validation[          , genome  6741] predictions:    9754/  10000 (97.54%), best:    9777/10000 (97.77%), error:       845.91840, best error:       793.05310 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 120.1152343750s, input_fired_time: 1.1148501635, output_fired_time: 0.9870010614, propagate_forward_time: 45.8775749207, propagate_backward_time: 69.2186355591, weight_update_time: 0.1687356979, other_time: 2.9171676636
epoch time: 9.8208580017s, input_fired_time: 0.1403932422, output_fired_time: 0.0000000000, propagate_forward_time: 9.1840019226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4964628220
validation[          , genome  6741] predictions:    9692/  10000 (96.92%), best:    9777/10000 (97.77%), error:       986.15082, best error:       793.05310 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 120.7398757935s, input_fired_time: 1.1009106636, output_fired_time: 0.9766252041, propagate_forward_time: 46.0447082520, propagate_backward_time: 69.7270660400, weight_update_time: 0.1679983288, other_time: 2.8905639648
epoch time: 9.7121019363s, input_fired_time: 0.1425143033, output_fired_time: 0.0000000000, propagate_forward_time: 9.0654096603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5041780472
validation[          , genome  6741] predictions:    9727/  10000 (97.27%), best:    9777/10000 (97.77%), error:       850.74915, best error:       793.05310 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 119.6490631104s, input_fired_time: 1.1129527092, output_fired_time: 0.9614065886, propagate_forward_time: 45.6076545715, propagate_backward_time: 69.0293655396, weight_update_time: 0.1692056954, other_time: 2.9376907349
epoch time: 9.8135776520s, input_fired_time: 0.1432298124, output_fired_time: 0.0000000000, propagate_forward_time: 9.1581239700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5122241974
validation[          , genome  6741] predictions:    9751/  10000 (97.51%), best:    9777/10000 (97.77%), error:       824.04517, best error:       793.05310 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 122.0194473267s, input_fired_time: 1.1256022453, output_fired_time: 0.9880495071, propagate_forward_time: 46.4983901978, propagate_backward_time: 70.4298324585, weight_update_time: 0.1680889428, other_time: 2.9775695801
epoch time: 9.9696035385s, input_fired_time: 0.1541839242, output_fired_time: 0.0000000000, propagate_forward_time: 9.2932043076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5222148895
validation[          , genome  6741] predictions:    9670/  10000 (96.70%), best:    9777/10000 (97.77%), error:      1108.65942, best error:       793.05310 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 119.9018096924s, input_fired_time: 1.1187378168, output_fired_time: 0.9736777544, propagate_forward_time: 45.6900939941, propagate_backward_time: 69.1710052490, weight_update_time: 0.1699782461, other_time: 2.9482955933
epoch time: 9.7546634674s, input_fired_time: 0.1440368295, output_fired_time: 0.0000000000, propagate_forward_time: 9.1028022766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5078239441
validation[          , genome  6741] predictions:    9755/  10000 (97.55%), best:    9777/10000 (97.77%), error:       817.57233, best error:       793.05310 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 121.1949844360s, input_fired_time: 1.1112196445, output_fired_time: 0.9872310758, propagate_forward_time: 46.2699127197, propagate_backward_time: 69.8898849487, weight_update_time: 0.1802142411, other_time: 2.9367370605
epoch time: 9.8110847473s, input_fired_time: 0.1400072128, output_fired_time: 0.0000000000, propagate_forward_time: 9.1630668640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5080108643
validation[          , genome  6741] predictions:    9696/  10000 (96.96%), best:    9777/10000 (97.77%), error:       978.29596, best error:       793.05310 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 120.0642852783s, input_fired_time: 1.1254965067, output_fired_time: 0.9765493870, propagate_forward_time: 45.7104988098, propagate_backward_time: 69.3085021973, weight_update_time: 0.1697785556, other_time: 2.9432373047
epoch time: 9.8830394745s, input_fired_time: 0.1472328305, output_fired_time: 0.0000000000, propagate_forward_time: 9.2397346497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4960718155
validation[          , genome  6741] predictions:    9753/  10000 (97.53%), best:    9777/10000 (97.77%), error:       866.60962, best error:       793.05310 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 119.6289291382s, input_fired_time: 1.1280401945, output_fired_time: 0.9637535810, propagate_forward_time: 45.5704498291, propagate_backward_time: 69.0034790039, weight_update_time: 0.1698490828, other_time: 2.9632110596
epoch time: 10.0488948822s, input_fired_time: 0.1452807039, output_fired_time: 0.0000000000, propagate_forward_time: 9.3744974136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5291166306
validation[          , genome  6741] predictions:    9753/  10000 (97.53%), best:    9777/10000 (97.77%), error:       846.36066, best error:       793.05310 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 120.3838653564s, input_fired_time: 1.1462647915, output_fired_time: 0.9749016762, propagate_forward_time: 45.7952690125, propagate_backward_time: 69.4767761230, weight_update_time: 0.1703329384, other_time: 2.9906616211
epoch time: 9.7279043198s, input_fired_time: 0.1443002224, output_fired_time: 0.0000000000, propagate_forward_time: 9.0796613693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5039424896
validation[          , genome  6741] predictions:    9735/  10000 (97.35%), best:    9777/10000 (97.77%), error:       885.36261, best error:       793.05310 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 119.9751129150s, input_fired_time: 1.1284919977, output_fired_time: 0.9818049669, propagate_forward_time: 45.6599960327, propagate_backward_time: 69.2277526855, weight_update_time: 0.1711196452, other_time: 2.9770660400
epoch time: 9.7463569641s, input_fired_time: 0.1445123404, output_fired_time: 0.0000000000, propagate_forward_time: 9.0917568207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5100879669
validation[          , genome  6741] predictions:    9696/  10000 (96.96%), best:    9777/10000 (97.77%), error:      1069.12000, best error:       793.05310 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 120.9616851807s, input_fired_time: 1.1311038733, output_fired_time: 0.9745632410, propagate_forward_time: 45.9793319702, propagate_backward_time: 69.9741439819, weight_update_time: 0.1692283452, other_time: 2.9025421143
epoch time: 9.7554216385s, input_fired_time: 0.1428392529, output_fired_time: 0.0000000000, propagate_forward_time: 9.1090288162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5035533905
validation[          , genome  6741] predictions:    9748/  10000 (97.48%), best:    9777/10000 (97.77%), error:       863.91663, best error:       793.05310 on epoch:    51, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 120.2837371826s, input_fired_time: 1.1141915321, output_fired_time: 0.9730715752, propagate_forward_time: 45.8079338074, propagate_backward_time: 69.4469375610, weight_update_time: 0.1697965562, other_time: 2.9416122437
epoch time: 9.8337688446s, input_fired_time: 0.1413550973, output_fired_time: 0.0000000000, propagate_forward_time: 9.1933736801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4990396500
validation[          , genome  6741] predictions:    9698/  10000 (96.98%), best:    9777/10000 (97.77%), error:      1012.51740, best error:       793.05310 on epoch:    51, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 121.5548858643s, input_fired_time: 1.1535621881, output_fired_time: 0.9859563708, propagate_forward_time: 46.2607460022, propagate_backward_time: 70.1921920776, weight_update_time: 0.1748386621, other_time: 2.9624252319
epoch time: 9.8446960449s, input_fired_time: 0.1427047998, output_fired_time: 0.0000000000, propagate_forward_time: 9.1813182831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5206727982
validation[          , genome  6741] predictions:    9755/  10000 (97.55%), best:    9777/10000 (97.77%), error:       881.84058, best error:       793.05310 on epoch:    51, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 121.0507278442s, input_fired_time: 1.1208717823, output_fired_time: 0.9803196788, propagate_forward_time: 46.1333694458, propagate_backward_time: 69.8704147339, weight_update_time: 0.1738425046, other_time: 2.9457550049
epoch time: 9.8898677826s, input_fired_time: 0.1430858225, output_fired_time: 0.0000000000, propagate_forward_time: 9.2429580688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5038242340
validation[          , genome  6741] predictions:    9738/  10000 (97.38%), best:    9777/10000 (97.77%), error:       842.64862, best error:       793.05310 on epoch:    51, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 120.7219772339s, input_fired_time: 1.1383001804, output_fired_time: 0.9773144126, propagate_forward_time: 45.8815498352, propagate_backward_time: 69.7338104248, weight_update_time: 0.1749879867, other_time: 2.9909973145
epoch time: 9.9205846786s, input_fired_time: 0.1444543600, output_fired_time: 0.0000000000, propagate_forward_time: 9.2781209946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4980096817
validation[          , genome  6741] predictions:    9735/  10000 (97.35%), best:    9777/10000 (97.77%), error:       872.65961, best error:       793.05310 on epoch:    51, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 121.3170166016s, input_fired_time: 1.1332467794, output_fired_time: 0.9849585891, propagate_forward_time: 46.1214485168, propagate_backward_time: 70.1052093506, weight_update_time: 0.1698275506, other_time: 2.9721527100
epoch time: 10.0780506134s, input_fired_time: 0.1475312114, output_fired_time: 0.0000000000, propagate_forward_time: 9.4020509720, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5284681320
validation[          , genome  6741] predictions:    9737/  10000 (97.37%), best:    9777/10000 (97.77%), error:       876.71442, best error:       793.05310 on epoch:    51, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 119.6321334839s, input_fired_time: 1.1092840433, output_fired_time: 0.9644096494, propagate_forward_time: 45.4635429382, propagate_backward_time: 69.1502685547, weight_update_time: 0.1694177687, other_time: 2.9446258545
epoch time: 9.7631673813s, input_fired_time: 0.1409757137, output_fired_time: 0.0000000000, propagate_forward_time: 9.1251688004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4970226288
validation[          , genome  6741] predictions:    9740/  10000 (97.40%), best:    9777/10000 (97.77%), error:       884.65979, best error:       793.05310 on epoch:    51, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 119.7806243896s, input_fired_time: 1.1273922920, output_fired_time: 0.9636133909, propagate_forward_time: 45.5455360413, propagate_backward_time: 69.1650314331, weight_update_time: 0.1710630506, other_time: 2.9790420532
epoch time: 10.2754735947s, input_fired_time: 0.1515074223, output_fired_time: 0.0000000000, propagate_forward_time: 9.5930061340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5309600830
validation[          , genome  6741] predictions:    9690/  10000 (96.90%), best:    9777/10000 (97.77%), error:      1022.14795, best error:       793.05310 on epoch:    51, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 119.9482803345s, input_fired_time: 1.1277791262, output_fired_time: 0.9728583097, propagate_forward_time: 45.5474128723, propagate_backward_time: 69.3136596680, weight_update_time: 0.1723456830, other_time: 2.9865722656
epoch time: 9.7756481171s, input_fired_time: 0.1398926973, output_fired_time: 0.0000000000, propagate_forward_time: 9.1406326294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4951229095
validation[          , genome  6741] predictions:    9760/  10000 (97.60%), best:    9777/10000 (97.77%), error:       812.30652, best error:       793.05310 on epoch:    51, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 121.0665740967s, input_fired_time: 1.1111317873, output_fired_time: 0.9937223792, propagate_forward_time: 46.0199584961, propagate_backward_time: 70.0178756714, weight_update_time: 0.1705965400, other_time: 2.9238891602
epoch time: 9.9058103561s, input_fired_time: 0.1491951346, output_fired_time: 0.0000000000, propagate_forward_time: 9.2537794113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5028362274
validation[          , genome  6741] predictions:    9694/  10000 (96.94%), best:    9777/10000 (97.77%), error:      1008.87091, best error:       793.05310 on epoch:    51, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 120.4522094727s, input_fired_time: 1.1157617569, output_fired_time: 0.9762840271, propagate_forward_time: 45.8183174133, propagate_backward_time: 69.6578292847, weight_update_time: 0.1716205925, other_time: 2.8840255737
epoch time: 9.7726774216s, input_fired_time: 0.1441246420, output_fired_time: 0.0000000000, propagate_forward_time: 9.1256122589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5029401779
validation[          , genome  6741] predictions:    9753/  10000 (97.53%), best:    9777/10000 (97.77%), error:       808.54663, best error:       793.05310 on epoch:    51, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 120.0402832031s, input_fired_time: 1.1276154518, output_fired_time: 0.9708607793, propagate_forward_time: 45.6418457031, propagate_backward_time: 69.3350143433, weight_update_time: 0.1704477072, other_time: 2.9649429321
epoch time: 9.9180898666s, input_fired_time: 0.1446620226, output_fired_time: 0.0000000000, propagate_forward_time: 9.2547416687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5186862946
validation[          , genome  6741] predictions:    9720/  10000 (97.20%), best:    9777/10000 (97.77%), error:       939.43750, best error:       793.05310 on epoch:    51, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 121.7704544067s, input_fired_time: 1.1194559336, output_fired_time: 0.9810354710, propagate_forward_time: 46.3085250854, propagate_backward_time: 70.3841857910, weight_update_time: 0.1697520763, other_time: 2.9772567749
epoch time: 9.7489814758s, input_fired_time: 0.1431302279, output_fired_time: 0.0000000000, propagate_forward_time: 9.1053619385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5004892349
validation[          , genome  6741] predictions:    9732/  10000 (97.32%), best:    9777/10000 (97.77%), error:       913.63910, best error:       793.05310 on epoch:    51, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 121.2424392700s, input_fired_time: 1.1200008392, output_fired_time: 0.9791689515, propagate_forward_time: 46.0892982483, propagate_backward_time: 70.1345214844, weight_update_time: 0.1703816205, other_time: 2.9194488525
epoch time: 9.6429500580s, input_fired_time: 0.1443849057, output_fired_time: 0.0000000000, propagate_forward_time: 8.9992284775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4993362427
validation[          , genome  6741] predictions:    9744/  10000 (97.44%), best:    9777/10000 (97.77%), error:       940.46930, best error:       793.05310 on epoch:    51, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 120.7444229126s, input_fired_time: 1.1277853251, output_fired_time: 0.9630863667, propagate_forward_time: 45.7810249329, propagate_backward_time: 69.9297943115, weight_update_time: 0.1686586887, other_time: 2.9427337646
epoch time: 9.9490194321s, input_fired_time: 0.1533030123, output_fired_time: 0.0000000000, propagate_forward_time: 9.2932157516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5025005341
validation[          , genome  6741] predictions:    9748/  10000 (97.48%), best:    9777/10000 (97.77%), error:       839.12445, best error:       793.05310 on epoch:    51, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 119.5970764160s, input_fired_time: 1.1277825832, output_fired_time: 0.9617149234, propagate_forward_time: 45.4369125366, propagate_backward_time: 69.1206130981, weight_update_time: 0.1705415547, other_time: 2.9500503540
epoch time: 9.8247051239s, input_fired_time: 0.1413696259, output_fired_time: 0.0000000000, propagate_forward_time: 9.1799287796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5034065247
validation[          , genome  6741] predictions:    9712/  10000 (97.12%), best:    9777/10000 (97.77%), error:       897.42413, best error:       793.05310 on epoch:    51, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 121.6551895142s, input_fired_time: 1.1209633350, output_fired_time: 0.9708780050, propagate_forward_time: 46.0935058594, propagate_backward_time: 70.4533462524, weight_update_time: 0.1750341058, other_time: 3.0164947510
epoch time: 9.7806959152s, input_fired_time: 0.1425015330, output_fired_time: 0.0000000000, propagate_forward_time: 9.1202964783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5178976059
validation[          , genome  6741] predictions:    9622/  10000 (96.22%), best:    9777/10000 (97.77%), error:      1261.45190, best error:       793.05310 on epoch:    51, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 120.8804321289s, input_fired_time: 1.1187075377, output_fired_time: 0.9799560308, propagate_forward_time: 45.9193420410, propagate_backward_time: 69.9414749146, weight_update_time: 0.1698187888, other_time: 2.9209518433
epoch time: 9.8113908768s, input_fired_time: 0.1459816247, output_fired_time: 0.0000000000, propagate_forward_time: 9.1767492294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4886598587
validation[          , genome  6741] predictions:    9742/  10000 (97.42%), best:    9777/10000 (97.77%), error:       857.66394, best error:       793.05310 on epoch:    51, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 120.4245376587s, input_fired_time: 1.1238152981, output_fired_time: 0.9747689366, propagate_forward_time: 45.7397308350, propagate_backward_time: 69.6298522949, weight_update_time: 0.1733350158, other_time: 2.9563674927
epoch time: 9.8186025620s, input_fired_time: 0.1417576075, output_fired_time: 0.0000000000, propagate_forward_time: 9.1798896790, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4969549179
validation[          , genome  6741] predictions:    9733/  10000 (97.33%), best:    9777/10000 (97.77%), error:       854.52631, best error:       793.05310 on epoch:    51, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 120.9389038086s, input_fired_time: 1.1313344240, output_fired_time: 0.9899361134, propagate_forward_time: 45.9435729980, propagate_backward_time: 69.9593582153, weight_update_time: 0.1703017056, other_time: 2.9147033691
epoch time: 9.8415021896s, input_fired_time: 0.1471694857, output_fired_time: 0.0000000000, propagate_forward_time: 9.1953535080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4989795685
validation[          , genome  6741] predictions:    9751/  10000 (97.51%), best:    9777/10000 (97.77%), error:       823.44794, best error:       793.05310 on epoch:    51, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 121.4294509888s, input_fired_time: 1.1177816391, output_fired_time: 0.9896803498, propagate_forward_time: 46.1857185364, propagate_backward_time: 70.2096939087, weight_update_time: 0.1748291254, other_time: 2.9265823364
epoch time: 9.6897611618s, input_fired_time: 0.1452181041, output_fired_time: 0.0000000000, propagate_forward_time: 9.0297679901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5147752762
validation[          , genome  6741] predictions:    9739/  10000 (97.39%), best:    9777/10000 (97.77%), error:       837.95502, best error:       793.05310 on epoch:    51, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 122.0073928833s, input_fired_time: 1.1268181801, output_fired_time: 0.9885575771, propagate_forward_time: 46.3836898804, propagate_backward_time: 70.5494689941, weight_update_time: 0.1720752269, other_time: 2.9588623047
epoch time: 9.8110494614s, input_fired_time: 0.1429477036, output_fired_time: 0.0000000000, propagate_forward_time: 9.1787967682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4893045425
validation[          , genome  6741] predictions:    9720/  10000 (97.20%), best:    9777/10000 (97.77%), error:       922.75653, best error:       793.05310 on epoch:    51, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 120.3976745605s, input_fired_time: 1.1236361265, output_fired_time: 0.9730195999, propagate_forward_time: 45.7500381470, propagate_backward_time: 69.6202850342, weight_update_time: 0.1701967865, other_time: 2.9306945801
epoch time: 10.0677213669s, input_fired_time: 0.1456412971, output_fired_time: 0.0000000000, propagate_forward_time: 9.4103269577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5117530823
validation[          , genome  6741] predictions:    9751/  10000 (97.51%), best:    9777/10000 (97.77%), error:       851.12817, best error:       793.05310 on epoch:    51, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 120.9157180786s, input_fired_time: 1.1046029329, output_fired_time: 0.9791707397, propagate_forward_time: 45.9046478271, propagate_backward_time: 70.0451126099, weight_update_time: 0.1681527942, other_time: 2.8821792603
epoch time: 9.9400405884s, input_fired_time: 0.1451132149, output_fired_time: 0.0000000000, propagate_forward_time: 9.2873201370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5076074600
validation[          , genome  6741] predictions:    9726/  10000 (97.26%), best:    9777/10000 (97.77%), error:       890.63965, best error:       793.05310 on epoch:    51, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 120.5035552979s, input_fired_time: 1.1244845390, output_fired_time: 0.9780997634, propagate_forward_time: 45.5351219177, propagate_backward_time: 69.8938903809, weight_update_time: 0.1738711447, other_time: 2.9719696045
epoch time: 9.6812067032s, input_fired_time: 0.1414030939, output_fired_time: 0.0000000000, propagate_forward_time: 9.0436944962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4961090088
validation[          , genome  6741] predictions:    9760/  10000 (97.60%), best:    9777/10000 (97.77%), error:       805.28058, best error:       793.05310 on epoch:    51, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 121.9834594727s, input_fired_time: 1.1381086111, output_fired_time: 0.9910447598, propagate_forward_time: 46.2916259766, propagate_backward_time: 70.5873947144, weight_update_time: 0.1762202084, other_time: 2.9752883911
epoch time: 9.8052568436s, input_fired_time: 0.1512983292, output_fired_time: 0.0000000000, propagate_forward_time: 9.1429500580, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5110082626
validation[          , genome  6741] predictions:    9741/  10000 (97.41%), best:    9777/10000 (97.77%), error:       903.78094, best error:       793.05310 on epoch:    51, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 120.0742340088s, input_fired_time: 1.1416207552, output_fired_time: 0.9786569476, propagate_forward_time: 45.5382041931, propagate_backward_time: 69.4329147339, weight_update_time: 0.1724288017, other_time: 2.9828262329
epoch time: 9.6950139999s, input_fired_time: 0.1461842209, output_fired_time: 0.0000000000, propagate_forward_time: 9.0465698242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5022602081
validation[          , genome  6741] predictions:    9731/  10000 (97.31%), best:    9777/10000 (97.77%), error:       898.38586, best error:       793.05310 on epoch:    51, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 121.0040740967s, input_fired_time: 1.1226629019, output_fired_time: 0.9742608070, propagate_forward_time: 45.9262886047, propagate_backward_time: 70.0342407227, weight_update_time: 0.1759982854, other_time: 2.9466247559
epoch time: 9.6876773834s, input_fired_time: 0.1478565931, output_fired_time: 0.0000000000, propagate_forward_time: 9.0466747284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4931459427
validation[          , genome  6741] predictions:    9739/  10000 (97.39%), best:    9777/10000 (97.77%), error:       871.55341, best error:       793.05310 on epoch:    51, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 120.3421630859s, input_fired_time: 1.1177388430, output_fired_time: 0.9681769609, propagate_forward_time: 45.6633872986, propagate_backward_time: 69.6717300415, weight_update_time: 0.1747991145, other_time: 2.9211349487
epoch time: 9.8481121063s, input_fired_time: 0.1445282102, output_fired_time: 0.0000000000, propagate_forward_time: 9.2034254074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5001583099
validation[          , genome  6741] predictions:    9742/  10000 (97.42%), best:    9777/10000 (97.77%), error:       870.81781, best error:       793.05310 on epoch:    51, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 120.1565780640s, input_fired_time: 1.1359902620, output_fired_time: 0.9711782336, propagate_forward_time: 45.5858192444, propagate_backward_time: 69.4753494263, weight_update_time: 0.1731289625, other_time: 2.9882431030
epoch time: 9.8156614304s, input_fired_time: 0.1461741030, output_fired_time: 0.0000000000, propagate_forward_time: 9.1608066559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5086803436
validation[          , genome  6741] predictions:    9732/  10000 (97.32%), best:    9777/10000 (97.77%), error:       886.84125, best error:       793.05310 on epoch:    51, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 122.1524429321s, input_fired_time: 1.1535956860, output_fired_time: 0.9882528186, propagate_forward_time: 46.3581695557, propagate_backward_time: 70.6711959839, weight_update_time: 0.1812442392, other_time: 2.9812316895
epoch time: 9.7435731888s, input_fired_time: 0.1473262459, output_fired_time: 0.0000000000, propagate_forward_time: 9.0845642090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5116825104
validation[          , genome  6741] predictions:    9752/  10000 (97.52%), best:    9777/10000 (97.77%), error:       820.67462, best error:       793.05310 on epoch:    51, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 120.1743698120s, input_fired_time: 1.1420456171, output_fired_time: 0.9722779393, propagate_forward_time: 45.5587692261, propagate_backward_time: 69.5662307739, weight_update_time: 0.1721116751, other_time: 2.9350509644
epoch time: 9.8793239594s, input_fired_time: 0.1499784440, output_fired_time: 0.0000000000, propagate_forward_time: 9.2289438248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5004014969
validation[          , genome  6741] predictions:    9721/  10000 (97.21%), best:    9777/10000 (97.77%), error:       933.61127, best error:       793.05310 on epoch:    51, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 121.0042495728s, input_fired_time: 1.1252045631, output_fired_time: 0.9849188924, propagate_forward_time: 45.8889884949, propagate_backward_time: 70.0925064087, weight_update_time: 0.1732438803, other_time: 2.9126358032
epoch time: 9.6895036697s, input_fired_time: 0.1463909149, output_fired_time: 0.0000000000, propagate_forward_time: 9.0370044708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5061082840
validation[          , genome  6741] predictions:    9720/  10000 (97.20%), best:    9777/10000 (97.77%), error:       906.83008, best error:       793.05310 on epoch:    51, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 120.6037979126s, input_fired_time: 1.1285829544, output_fired_time: 0.9708178043, propagate_forward_time: 45.7589225769, propagate_backward_time: 69.8008728027, weight_update_time: 0.1764210761, other_time: 2.9445953369
epoch time: 9.9795694351s, input_fired_time: 0.1455908269, output_fired_time: 0.0000000000, propagate_forward_time: 9.3128595352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5211191177
validation[          , genome  6741] predictions:    9733/  10000 (97.33%), best:    9777/10000 (97.77%), error:       909.94287, best error:       793.05310 on epoch:    51, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 120.2914047241s, input_fired_time: 1.1326854229, output_fired_time: 0.9689669013, propagate_forward_time: 45.6086006165, propagate_backward_time: 69.6093139648, weight_update_time: 0.1731890440, other_time: 2.9718475342
epoch time: 9.8104619980s, input_fired_time: 0.1540932208, output_fired_time: 0.0000000000, propagate_forward_time: 9.1481838226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5081853867
validation[          , genome  6741] predictions:    9716/  10000 (97.16%), best:    9777/10000 (97.77%), error:       973.39746, best error:       793.05310 on epoch:    51, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 120.6116104126s, input_fired_time: 1.1309841871, output_fired_time: 0.9713134766, propagate_forward_time: 45.7903633118, propagate_backward_time: 69.7661209106, weight_update_time: 0.1730195284, other_time: 2.9528274536
epoch time: 9.8620080948s, input_fired_time: 0.1504458189, output_fired_time: 0.0000000000, propagate_forward_time: 9.2085237503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5030384064
validation[          , genome  6741] predictions:    9709/  10000 (97.09%), best:    9777/10000 (97.77%), error:       980.62915, best error:       793.05310 on epoch:    51, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 120.1510162354s, input_fired_time: 1.1481038332, output_fired_time: 0.9700636268, propagate_forward_time: 45.5535583496, propagate_backward_time: 69.5121536255, weight_update_time: 0.1814837754, other_time: 2.9671401978
epoch time: 9.8988380432s, input_fired_time: 0.1449932307, output_fired_time: 0.0000000000, propagate_forward_time: 9.2425308228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5113143921
validation[          , genome  6741] predictions:    9737/  10000 (97.37%), best:    9777/10000 (97.77%), error:       884.69135, best error:       793.05310 on epoch:    51, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 120.4197082520s, input_fired_time: 1.1374467611, output_fired_time: 0.9773715734, propagate_forward_time: 45.6632614136, propagate_backward_time: 69.6767272949, weight_update_time: 0.1747105867, other_time: 2.9649047852
epoch time: 9.8077058792s, input_fired_time: 0.1428816915, output_fired_time: 0.0000000000, propagate_forward_time: 9.1706161499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4942083359
validation[          , genome  6741] predictions:    9707/  10000 (97.07%), best:    9777/10000 (97.77%), error:       936.96344, best error:       793.05310 on epoch:    51, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 49.3171882629s, input_fired_time: 0.7278894186, output_fired_time: 0.0000000000, propagate_forward_time: 45.9248466492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.6644515991
best training[          , genome  6741] predictions:   49559/  50000 (99.12%), best:    9777/10000 (97.77%), error:      1637.12866, best error:       793.05310 on epoch:    51, 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: 10.0209264755s, input_fired_time: 0.1408288181, output_fired_time: 0.0000000000, propagate_forward_time: 9.3733358383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5067615509
   testing[          , genome  6741] predictions:    9795/  10000 (97.95%), best:    9777/10000 (97.77%), error:       702.40723, best error:       793.05310 on epoch:    51, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
20:04:57 (6624): called boinc_finish(0)

</stderr_txt>
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