Nameexact_genome_1512568488_41_6994_1
Workunit2606226
Created7 Dec 2017, 23:07:16 UTC
Sent7 Dec 2017, 23:15:55 UTC
Report deadline15 Dec 2017, 0:10:25 UTC
Received8 Dec 2017, 13:28:26 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55829
Run time3 hours 23 min 30 sec
CPU time3 hours 20 min 37 sec
Validate stateValid
Credit1,759.46
Device peak FLOPS2.39 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.62 MB
Peak swap size153.42 MB
Peak disk usage1.14 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
66710

epoch time: 110.6696929932s, input_fired_time: 1.6962383986, output_fired_time: 1.3466937542, propagate_forward_time: 42.2600250244, propagate_backward_time: 61.3149108887, weight_update_time: 0.1925600916, other_time: 4.0518264771
epoch time: 9.4588947296s, input_fired_time: 0.1954862028, output_fired_time: 0.0000000000, propagate_forward_time: 8.5201435089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7432651520
validation[          , genome  6994] predictions:    9665/  10000 (96.65%), best:    9698/10000 (96.98%), error:      1090.09729, best error:       997.95813 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 110.8716430664s, input_fired_time: 1.6831122637, output_fired_time: 1.3332492113, propagate_forward_time: 42.1521797180, propagate_backward_time: 61.6219863892, weight_update_time: 0.1824820787, other_time: 4.0811080933
epoch time: 9.1705017090s, input_fired_time: 0.1877794713, output_fired_time: 0.0000000000, propagate_forward_time: 8.2514247894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7312974930
validation[          , genome  6994] predictions:    9684/  10000 (96.84%), best:    9698/10000 (96.98%), error:      1069.55249, best error:       997.95813 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 110.3244018555s, input_fired_time: 1.6921635866, output_fired_time: 1.3345969915, propagate_forward_time: 41.9511566162, propagate_backward_time: 61.3037681580, weight_update_time: 0.1821985692, other_time: 4.0427207947
epoch time: 9.2807044983s, input_fired_time: 0.1888480633, output_fired_time: 0.0000000000, propagate_forward_time: 8.3703870773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7214689255
validation[          , genome  6994] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       937.10492, best error:       937.10492 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 110.7412872314s, input_fired_time: 1.6857138872, output_fired_time: 1.3258422613, propagate_forward_time: 42.1126937866, propagate_backward_time: 61.5367393494, weight_update_time: 0.1867335588, other_time: 4.0802955627
epoch time: 9.3809375763s, input_fired_time: 0.1901464462, output_fired_time: 0.0000000000, propagate_forward_time: 8.4643354416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7264556885
validation[          , genome  6994] predictions:    9629/  10000 (96.29%), best:    9722/10000 (97.22%), error:      1226.08069, best error:       937.10492 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 111.2088470459s, input_fired_time: 1.7022010088, output_fired_time: 1.3290992975, propagate_forward_time: 42.1772460938, propagate_backward_time: 61.8942947388, weight_update_time: 0.1875283271, other_time: 4.1060028076
epoch time: 9.3620748520s, input_fired_time: 0.1897303611, output_fired_time: 0.0000000000, propagate_forward_time: 8.4245147705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7478294373
validation[          , genome  6994] predictions:    9714/  10000 (97.14%), best:    9722/10000 (97.22%), error:       967.78058, best error:       937.10492 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 111.0688171387s, input_fired_time: 1.6693214178, output_fired_time: 1.3438661098, propagate_forward_time: 42.2523040771, propagate_backward_time: 61.6904067993, weight_update_time: 0.1796687096, other_time: 4.1129226685
epoch time: 9.2996082306s, input_fired_time: 0.1930695474, output_fired_time: 0.0000000000, propagate_forward_time: 8.3572368622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7493019104
validation[          , genome  6994] predictions:    9655/  10000 (96.55%), best:    9722/10000 (97.22%), error:      1162.87915, best error:       937.10492 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 110.7724990845s, input_fired_time: 1.6863956451, output_fired_time: 1.2909517288, propagate_forward_time: 42.2755699158, propagate_backward_time: 61.4800643921, weight_update_time: 0.1780804247, other_time: 4.0395126343
epoch time: 9.3224163055s, input_fired_time: 0.1845503002, output_fired_time: 0.0000000000, propagate_forward_time: 8.4175548553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7203111649
validation[          , genome  6994] predictions:    9682/  10000 (96.82%), best:    9722/10000 (97.22%), error:      1076.44580, best error:       937.10492 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 110.7647171021s, input_fired_time: 1.6793600321, output_fired_time: 1.3062790632, propagate_forward_time: 42.2859802246, propagate_backward_time: 61.3636741638, weight_update_time: 0.1794492304, other_time: 4.1294212341
epoch time: 9.1964673996s, input_fired_time: 0.1838792711, output_fired_time: 0.0000000000, propagate_forward_time: 8.2878808975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7247076035
validation[          , genome  6994] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       868.62073, best error:       868.62073 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 110.9489517212s, input_fired_time: 1.7076703310, output_fired_time: 1.3969975710, propagate_forward_time: 42.1867866516, propagate_backward_time: 61.5508422852, weight_update_time: 0.1798557490, other_time: 4.1066589355
epoch time: 9.3364171982s, input_fired_time: 0.1868035942, output_fired_time: 0.0000000000, propagate_forward_time: 8.4069566727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7426567078
validation[          , genome  6994] predictions:    9671/  10000 (96.71%), best:    9748/10000 (97.48%), error:      1048.48083, best error:       868.62073 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 111.2357254028s, input_fired_time: 1.6608905792, output_fired_time: 1.2979429960, propagate_forward_time: 42.5244331360, propagate_backward_time: 61.6195487976, weight_update_time: 0.1787487119, other_time: 4.1329078674
epoch time: 9.2708740234s, input_fired_time: 0.1868039817, output_fired_time: 0.0000000000, propagate_forward_time: 8.3587474823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7253227234
validation[          , genome  6994] predictions:    9685/  10000 (96.85%), best:    9748/10000 (97.48%), error:      1017.18475, best error:       868.62073 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 110.9209899902s, input_fired_time: 1.6641583443, output_fired_time: 1.3190410137, propagate_forward_time: 42.2129592896, propagate_backward_time: 61.6948623657, weight_update_time: 0.1799914390, other_time: 4.0299682617
epoch time: 9.2704601288s, input_fired_time: 0.1863483936, output_fired_time: 0.0000000000, propagate_forward_time: 8.3470268250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7370853424
validation[          , genome  6994] predictions:    9713/  10000 (97.13%), best:    9748/10000 (97.48%), error:       909.81183, best error:       868.62073 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 110.9128646851s, input_fired_time: 1.6748882532, output_fired_time: 1.3219692707, propagate_forward_time: 42.1080551147, propagate_backward_time: 61.7753906250, weight_update_time: 0.1789756566, other_time: 4.0325622559
epoch time: 9.3957691193s, input_fired_time: 0.1854707152, output_fired_time: 0.0000000000, propagate_forward_time: 8.4982023239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7120962143
validation[          , genome  6994] predictions:    9711/  10000 (97.11%), best:    9748/10000 (97.48%), error:       940.29401, best error:       868.62073 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 110.0961685181s, input_fired_time: 1.6941826344, output_fired_time: 1.3093065023, propagate_forward_time: 41.7659530640, propagate_backward_time: 61.2990531921, weight_update_time: 0.1776830256, other_time: 4.0276756287
epoch time: 9.2772731781s, input_fired_time: 0.1822858006, output_fired_time: 0.0000000000, propagate_forward_time: 8.3666038513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7283830643
validation[          , genome  6994] predictions:    9684/  10000 (96.84%), best:    9748/10000 (97.48%), error:      1016.90033, best error:       868.62073 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 111.1926879883s, input_fired_time: 1.7141039371, output_fired_time: 1.3030256033, propagate_forward_time: 42.3366432190, propagate_backward_time: 61.8035163879, weight_update_time: 0.1774571836, other_time: 4.0353965759
epoch time: 9.3214426041s, input_fired_time: 0.1831872016, output_fired_time: 0.0000000000, propagate_forward_time: 8.3885431290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7497119904
validation[          , genome  6994] predictions:    9681/  10000 (96.81%), best:    9748/10000 (97.48%), error:      1005.52509, best error:       868.62073 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 110.8553771973s, input_fired_time: 1.6717985868, output_fired_time: 1.3113440275, propagate_forward_time: 42.1800231934, propagate_backward_time: 61.6505889893, weight_update_time: 0.1800089478, other_time: 4.0416259766
epoch time: 9.3086738586s, input_fired_time: 0.1924157739, output_fired_time: 0.0000000000, propagate_forward_time: 8.3940811157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7221765518
validation[          , genome  6994] predictions:    9700/  10000 (97.00%), best:    9748/10000 (97.48%), error:       972.52789, best error:       868.62073 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 110.7902984619s, input_fired_time: 1.6994564533, output_fired_time: 1.3055675030, propagate_forward_time: 42.1868743896, propagate_backward_time: 61.6005783081, weight_update_time: 0.1839740574, other_time: 3.9978256226
epoch time: 9.2971429825s, input_fired_time: 0.1912614703, output_fired_time: 0.0000000000, propagate_forward_time: 8.3755493164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7303323746
validation[          , genome  6994] predictions:    9660/  10000 (96.60%), best:    9748/10000 (97.48%), error:      1120.68701, best error:       868.62073 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 110.9649734497s, input_fired_time: 1.7896580696, output_fired_time: 1.2941713333, propagate_forward_time: 42.1121635437, propagate_backward_time: 61.7071418762, weight_update_time: 0.1776434779, other_time: 4.0618400574
epoch time: 9.2398862839s, input_fired_time: 0.1828118265, output_fired_time: 0.0000000000, propagate_forward_time: 8.3268079758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7302665710
validation[          , genome  6994] predictions:    9580/  10000 (95.80%), best:    9748/10000 (97.48%), error:      1311.54651, best error:       868.62073 on epoch:    21, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 110.9100723267s, input_fired_time: 1.6965301037, output_fired_time: 1.3074256182, propagate_forward_time: 42.2992820740, propagate_backward_time: 61.5575790405, weight_update_time: 0.1816101521, other_time: 4.0492477417
epoch time: 9.3413982391s, input_fired_time: 0.1839663684, output_fired_time: 0.0000000000, propagate_forward_time: 8.4271697998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7302618027
validation[          , genome  6994] predictions:    9677/  10000 (96.77%), best:    9748/10000 (97.48%), error:      1058.61401, best error:       868.62073 on epoch:    21, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 111.1175003052s, input_fired_time: 1.7041193247, output_fired_time: 1.2942539454, propagate_forward_time: 42.4055709839, propagate_backward_time: 61.6840248108, weight_update_time: 0.1767710298, other_time: 4.0295372009
epoch time: 9.2354564667s, input_fired_time: 0.1889989972, output_fired_time: 0.0000000000, propagate_forward_time: 8.3329277039, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7135295868
validation[          , genome  6994] predictions:    9717/  10000 (97.17%), best:    9748/10000 (97.48%), error:       911.32190, best error:       868.62073 on epoch:    21, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 110.7431793213s, input_fired_time: 1.6736627817, output_fired_time: 1.2907618284, propagate_forward_time: 42.0379219055, propagate_backward_time: 61.7278251648, weight_update_time: 0.1867692471, other_time: 4.0130043030
epoch time: 9.2556324005s, input_fired_time: 0.1859128922, output_fired_time: 0.0000000000, propagate_forward_time: 8.3433198929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7263994217
validation[          , genome  6994] predictions:    9754/  10000 (97.54%), best:    9754/10000 (97.54%), error:       837.37628, best error:       837.37628 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 110.6367187500s, input_fired_time: 1.6819103956, output_fired_time: 1.3054907322, propagate_forward_time: 41.9944877625, propagate_backward_time: 61.6000556946, weight_update_time: 0.1810757965, other_time: 4.0547752380
epoch time: 9.3264122009s, input_fired_time: 0.1880119443, output_fired_time: 0.0000000000, propagate_forward_time: 8.4102745056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7281255722
validation[          , genome  6994] predictions:    9693/  10000 (96.93%), best:    9754/10000 (97.54%), error:       997.59137, best error:       837.37628 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 110.4766998291s, input_fired_time: 1.6726944447, output_fired_time: 1.2977068424, propagate_forward_time: 42.0445671082, propagate_backward_time: 61.4256744385, weight_update_time: 0.1802059561, other_time: 4.0360565186
epoch time: 9.3367795944s, input_fired_time: 0.1959641427, output_fired_time: 0.0000000000, propagate_forward_time: 8.4099407196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7308750153
validation[          , genome  6994] predictions:    9755/  10000 (97.55%), best:    9755/10000 (97.55%), error:       824.34436, best error:       824.34436 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 110.8759078979s, input_fired_time: 1.6890715361, output_fired_time: 1.3017113209, propagate_forward_time: 42.1286277771, propagate_backward_time: 61.7156715393, weight_update_time: 0.1775458753, other_time: 4.0408287048
epoch time: 9.1724071503s, input_fired_time: 0.1874254346, output_fired_time: 0.0000000000, propagate_forward_time: 8.2662258148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7187557220
validation[          , genome  6994] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       818.54504, best error:       818.54504 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 110.9513092041s, input_fired_time: 1.6915917397, output_fired_time: 1.3133300543, propagate_forward_time: 42.0605201721, propagate_backward_time: 61.8111839294, weight_update_time: 0.1792570055, other_time: 4.0746803284
epoch time: 9.2228336334s, input_fired_time: 0.1908577830, output_fired_time: 0.0000000000, propagate_forward_time: 8.2994146347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7325611115
validation[          , genome  6994] predictions:    9678/  10000 (96.78%), best:    9761/10000 (97.61%), error:      1091.87805, best error:       818.54504 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 111.0568771362s, input_fired_time: 1.7157026529, output_fired_time: 1.2971090078, propagate_forward_time: 42.2808418274, propagate_backward_time: 61.6699905396, weight_update_time: 0.1781331003, other_time: 4.0932235718
epoch time: 9.2984638214s, input_fired_time: 0.1855487525, output_fired_time: 0.0000000000, propagate_forward_time: 8.3786020279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7343130112
validation[          , genome  6994] predictions:    9721/  10000 (97.21%), best:    9761/10000 (97.61%), error:       909.92767, best error:       818.54504 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 111.0618896484s, input_fired_time: 1.7191085815, output_fired_time: 1.3130466938, propagate_forward_time: 42.3992080688, propagate_backward_time: 61.5753631592, weight_update_time: 0.1794658452, other_time: 4.0551605225
epoch time: 9.3018836975s, input_fired_time: 0.1862846166, output_fired_time: 0.0000000000, propagate_forward_time: 8.3956947327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7199039459
validation[          , genome  6994] predictions:    9734/  10000 (97.34%), best:    9761/10000 (97.61%), error:       880.78998, best error:       818.54504 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 110.5290603638s, input_fired_time: 1.6838208437, output_fired_time: 1.3026335239, propagate_forward_time: 42.1489448547, propagate_backward_time: 61.3427658081, weight_update_time: 0.1777745038, other_time: 4.0508956909
epoch time: 9.3249063492s, input_fired_time: 0.1958831698, output_fired_time: 0.0000000000, propagate_forward_time: 8.3935213089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7355022430
validation[          , genome  6994] predictions:    9727/  10000 (97.27%), best:    9761/10000 (97.61%), error:       886.56207, best error:       818.54504 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 110.7222061157s, input_fired_time: 1.7186589241, output_fired_time: 1.3309264183, propagate_forward_time: 42.2219238281, propagate_backward_time: 61.4526672363, weight_update_time: 0.1785982400, other_time: 3.9980316162
epoch time: 9.2235822678s, input_fired_time: 0.1867773533, output_fired_time: 0.0000000000, propagate_forward_time: 8.3100538254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7267513275
validation[          , genome  6994] predictions:    9742/  10000 (97.42%), best:    9761/10000 (97.61%), error:       852.32306, best error:       818.54504 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 111.1476593018s, input_fired_time: 1.6875663996, output_fired_time: 1.3240612745, propagate_forward_time: 42.3705596924, propagate_backward_time: 61.6973915100, weight_update_time: 0.1795657724, other_time: 4.0680809021
epoch time: 9.2579479218s, input_fired_time: 0.1897049993, output_fired_time: 0.0000000000, propagate_forward_time: 8.3112373352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7570056915
validation[          , genome  6994] predictions:    9741/  10000 (97.41%), best:    9761/10000 (97.61%), error:       874.08643, best error:       818.54504 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 110.5917892456s, input_fired_time: 1.6782678366, output_fired_time: 1.3007277250, propagate_forward_time: 41.9826431274, propagate_backward_time: 61.5905189514, weight_update_time: 0.1771297157, other_time: 4.0396308899
epoch time: 9.2420177460s, input_fired_time: 0.1906282604, output_fired_time: 0.0000000000, propagate_forward_time: 8.3353805542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7160091400
validation[          , genome  6994] predictions:    9729/  10000 (97.29%), best:    9761/10000 (97.61%), error:       851.29498, best error:       818.54504 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 111.0772476196s, input_fired_time: 1.6823182106, output_fired_time: 1.3008025885, propagate_forward_time: 42.4095077515, propagate_backward_time: 61.6096687317, weight_update_time: 0.1778259128, other_time: 4.0749473572
epoch time: 9.3586988449s, input_fired_time: 0.1926137656, output_fired_time: 0.0000000000, propagate_forward_time: 8.4215021133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7445831299
validation[          , genome  6994] predictions:    9701/  10000 (97.01%), best:    9761/10000 (97.61%), error:       968.05011, best error:       818.54504 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 111.1340484619s, input_fired_time: 1.7654187679, output_fired_time: 1.3225721121, propagate_forward_time: 42.3303985596, propagate_backward_time: 61.5816497803, weight_update_time: 0.1809178293, other_time: 4.1340103149
epoch time: 9.3164825439s, input_fired_time: 0.1888054162, output_fired_time: 0.0000000000, propagate_forward_time: 8.3960456848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7316312790
validation[          , genome  6994] predictions:    9707/  10000 (97.07%), best:    9761/10000 (97.61%), error:       981.61676, best error:       818.54504 on epoch:    36, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 110.9687423706s, input_fired_time: 1.7470825911, output_fired_time: 1.3132462502, propagate_forward_time: 42.1913757324, propagate_backward_time: 61.7097434998, weight_update_time: 0.1788381338, other_time: 4.0072898865
epoch time: 9.3470754623s, input_fired_time: 0.1906490326, output_fired_time: 0.0000000000, propagate_forward_time: 8.3864898682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7699365616
validation[          , genome  6994] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       804.90179, best error:       804.90179 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 110.7877731323s, input_fired_time: 1.7084041834, output_fired_time: 1.3001738787, propagate_forward_time: 42.3242416382, propagate_backward_time: 61.4489364624, weight_update_time: 0.1884219795, other_time: 4.0060195923
epoch time: 9.2908515930s, input_fired_time: 0.1869107336, output_fired_time: 0.0000000000, propagate_forward_time: 8.3507719040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7531690598
validation[          , genome  6994] predictions:    9737/  10000 (97.37%), best:    9769/10000 (97.69%), error:       871.84216, best error:       804.90179 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 110.7493057251s, input_fired_time: 1.7299473286, output_fired_time: 1.3056969643, propagate_forward_time: 42.1858253479, propagate_backward_time: 61.5369606018, weight_update_time: 0.1790350974, other_time: 3.9908714294
epoch time: 9.3064002991s, input_fired_time: 0.1844314188, output_fired_time: 0.0000000000, propagate_forward_time: 8.4010896683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7208795547
validation[          , genome  6994] predictions:    9744/  10000 (97.44%), best:    9769/10000 (97.69%), error:       864.54034, best error:       804.90179 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 110.7768402100s, input_fired_time: 1.7161746025, output_fired_time: 1.3269494772, propagate_forward_time: 42.2444877625, propagate_backward_time: 61.4735641479, weight_update_time: 0.1774879843, other_time: 4.0156631470
epoch time: 9.3823337555s, input_fired_time: 0.1870857775, output_fired_time: 0.0000000000, propagate_forward_time: 8.4798660278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7153816223
validation[          , genome  6994] predictions:    9709/  10000 (97.09%), best:    9769/10000 (97.69%), error:       933.55872, best error:       804.90179 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 111.1172790527s, input_fired_time: 1.6972582340, output_fired_time: 1.3057935238, propagate_forward_time: 42.3259353638, propagate_backward_time: 61.6965599060, weight_update_time: 0.1777546704, other_time: 4.0917320251
epoch time: 9.3313665390s, input_fired_time: 0.1871902794, output_fired_time: 0.0000000000, propagate_forward_time: 8.4199295044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7242469788
validation[          , genome  6994] predictions:    9743/  10000 (97.43%), best:    9769/10000 (97.69%), error:       819.28387, best error:       804.90179 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 110.7205886841s, input_fired_time: 1.7837277651, output_fired_time: 1.3065065145, propagate_forward_time: 42.2771301270, propagate_backward_time: 61.3204193115, weight_update_time: 0.1821896732, other_time: 4.0328063965
epoch time: 9.3430480957s, input_fired_time: 0.1910327077, output_fired_time: 0.0000000000, propagate_forward_time: 8.3784141541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7736015320
validation[          , genome  6994] predictions:    9723/  10000 (97.23%), best:    9769/10000 (97.69%), error:       892.54755, best error:       804.90179 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 110.7441406250s, input_fired_time: 1.6909146309, output_fired_time: 1.2987178564, propagate_forward_time: 42.0801200867, propagate_backward_time: 61.6411628723, weight_update_time: 0.1970519871, other_time: 4.0332145691
epoch time: 9.3680267334s, input_fired_time: 0.1861490011, output_fired_time: 0.0000000000, propagate_forward_time: 8.4672346115, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7146434784
validation[          , genome  6994] predictions:    9757/  10000 (97.57%), best:    9769/10000 (97.69%), error:       827.35406, best error:       804.90179 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 110.8602600098s, input_fired_time: 1.6871706247, output_fired_time: 1.3092238903, propagate_forward_time: 41.9540214539, propagate_backward_time: 61.8738365173, weight_update_time: 0.1811220646, other_time: 4.0359992981
epoch time: 9.4425640106s, input_fired_time: 0.1887694150, output_fired_time: 0.0000000000, propagate_forward_time: 8.5302219391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7235727310
validation[          , genome  6994] predictions:    9744/  10000 (97.44%), best:    9769/10000 (97.69%), error:       859.72754, best error:       804.90179 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 111.0566253662s, input_fired_time: 1.6985121965, output_fired_time: 1.3195102215, propagate_forward_time: 42.1983451843, propagate_backward_time: 61.6486892700, weight_update_time: 0.1903508157, other_time: 4.1915664673
epoch time: 9.2340183258s, input_fired_time: 0.1892781854, output_fired_time: 0.0000000000, propagate_forward_time: 8.3120031357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7327365875
validation[          , genome  6994] predictions:    9763/  10000 (97.63%), best:    9763/10000 (97.63%), error:       772.49609, best error:       772.49609 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 110.9000778198s, input_fired_time: 1.6995705366, output_fired_time: 1.3003913164, propagate_forward_time: 42.1983337402, propagate_backward_time: 61.7102699280, weight_update_time: 0.1773686260, other_time: 3.9915122986
epoch time: 9.4881744385s, input_fired_time: 0.1910112500, output_fired_time: 0.0000000000, propagate_forward_time: 8.5495977402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7475652695
validation[          , genome  6994] predictions:    9774/  10000 (97.74%), best:    9763/10000 (97.63%), error:       784.87018, best error:       772.49609 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 110.7466049194s, input_fired_time: 1.6907213926, output_fired_time: 1.3379817009, propagate_forward_time: 42.1580009460, propagate_backward_time: 61.4651832581, weight_update_time: 0.1779689193, other_time: 4.0947227478
epoch time: 9.3417510986s, input_fired_time: 0.1938105524, output_fired_time: 0.0000000000, propagate_forward_time: 8.4150762558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7328643799
validation[          , genome  6994] predictions:    9736/  10000 (97.36%), best:    9763/10000 (97.63%), error:       864.14502, best error:       772.49609 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 111.6620483398s, input_fired_time: 1.7103000879, output_fired_time: 1.3301924467, propagate_forward_time: 42.4352378845, propagate_backward_time: 62.0532531738, weight_update_time: 0.1776634306, other_time: 4.1330718994
epoch time: 9.2777500153s, input_fired_time: 0.1860791147, output_fired_time: 0.0000000000, propagate_forward_time: 8.3941659927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6975049973
validation[          , genome  6994] predictions:    9720/  10000 (97.20%), best:    9763/10000 (97.63%), error:       892.41913, best error:       772.49609 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 110.7010269165s, input_fired_time: 1.7422988415, output_fired_time: 1.2944467068, propagate_forward_time: 42.1333808899, propagate_backward_time: 61.4780731201, weight_update_time: 0.1784550995, other_time: 4.0528259277
epoch time: 9.2292547226s, input_fired_time: 0.1931462586, output_fired_time: 0.0000000000, propagate_forward_time: 8.3277397156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7083683014
validation[          , genome  6994] predictions:    9690/  10000 (96.90%), best:    9763/10000 (97.63%), error:       965.33044, best error:       772.49609 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 110.7613601685s, input_fired_time: 1.6961946487, output_fired_time: 1.3151137829, propagate_forward_time: 42.0600051880, propagate_backward_time: 61.6895332336, weight_update_time: 0.1764878929, other_time: 4.0005073547
epoch time: 9.2343254089s, input_fired_time: 0.1903224140, output_fired_time: 0.0000000000, propagate_forward_time: 8.3350601196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7089424133
validation[          , genome  6994] predictions:    9750/  10000 (97.50%), best:    9763/10000 (97.63%), error:       833.37909, best error:       772.49609 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 111.0143508911s, input_fired_time: 1.6949508190, output_fired_time: 1.2971112728, propagate_forward_time: 42.2371444702, propagate_backward_time: 61.7859077454, weight_update_time: 0.1809410304, other_time: 3.9992332458
epoch time: 9.2689151764s, input_fired_time: 0.2011628747, output_fired_time: 0.0000000000, propagate_forward_time: 8.3524713516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7152805328
validation[          , genome  6994] predictions:    9674/  10000 (96.74%), best:    9763/10000 (97.63%), error:      1054.50378, best error:       772.49609 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 110.7795410156s, input_fired_time: 1.6997927427, output_fired_time: 1.3679157495, propagate_forward_time: 42.1541328430, propagate_backward_time: 61.5434951782, weight_update_time: 0.1792659611, other_time: 4.0142135620
epoch time: 9.3452768326s, input_fired_time: 0.1960046887, output_fired_time: 0.0000000000, propagate_forward_time: 8.4380502701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7112216949
validation[          , genome  6994] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       762.01318, best error:       762.01318 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 110.7160034180s, input_fired_time: 1.7387260199, output_fired_time: 1.3228651285, propagate_forward_time: 42.1560325623, propagate_backward_time: 61.5053100586, weight_update_time: 0.1810961962, other_time: 3.9930725098
epoch time: 9.2262821198s, input_fired_time: 0.1885055006, output_fired_time: 0.0000000000, propagate_forward_time: 8.3193750381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7184019089
validation[          , genome  6994] predictions:    9756/  10000 (97.56%), best:    9774/10000 (97.74%), error:       798.01599, best error:       762.01318 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 110.8104858398s, input_fired_time: 1.7122381926, output_fired_time: 1.2839967012, propagate_forward_time: 42.3043022156, propagate_backward_time: 61.5137481689, weight_update_time: 0.1792298108, other_time: 3.9962005615
epoch time: 9.4027004242s, input_fired_time: 0.1943743527, output_fired_time: 0.0000000000, propagate_forward_time: 8.4506158829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7577104568
validation[          , genome  6994] predictions:    9727/  10000 (97.27%), best:    9774/10000 (97.74%), error:       871.54852, best error:       762.01318 on epoch:    61, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 110.8876342773s, input_fired_time: 1.7025402784, output_fired_time: 1.3074822426, propagate_forward_time: 42.0907440186, propagate_backward_time: 61.7066841125, weight_update_time: 0.1827308834, other_time: 4.0801887512
epoch time: 9.3235654831s, input_fired_time: 0.2154618800, output_fired_time: 0.0000000000, propagate_forward_time: 8.3915987015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7165050507
validation[          , genome  6994] predictions:    9726/  10000 (97.26%), best:    9774/10000 (97.74%), error:       904.27124, best error:       762.01318 on epoch:    61, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 110.6029891968s, input_fired_time: 1.7235971689, output_fired_time: 1.2947759628, propagate_forward_time: 42.0438041687, propagate_backward_time: 61.5549125671, weight_update_time: 0.1766829342, other_time: 3.9859046936
epoch time: 9.4601545334s, input_fired_time: 0.1899772435, output_fired_time: 0.0000000000, propagate_forward_time: 8.5361347198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7340421677
validation[          , genome  6994] predictions:    9742/  10000 (97.42%), best:    9774/10000 (97.74%), error:       890.04913, best error:       762.01318 on epoch:    61, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 111.1087799072s, input_fired_time: 1.7278677225, output_fired_time: 1.3099018335, propagate_forward_time: 42.3870544434, propagate_backward_time: 61.7022247314, weight_update_time: 0.1802403480, other_time: 3.9817352295
epoch time: 9.3414907455s, input_fired_time: 0.1930901259, output_fired_time: 0.0000000000, propagate_forward_time: 8.4289522171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7194480896
validation[          , genome  6994] predictions:    9746/  10000 (97.46%), best:    9774/10000 (97.74%), error:       827.94745, best error:       762.01318 on epoch:    61, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 110.7180175781s, input_fired_time: 1.8648331165, output_fired_time: 1.3281821012, propagate_forward_time: 42.0047569275, propagate_backward_time: 61.5086212158, weight_update_time: 0.1771618128, other_time: 4.0116271973
epoch time: 9.3630056381s, input_fired_time: 0.2086441964, output_fired_time: 0.0000000000, propagate_forward_time: 8.4477548599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7066068649
validation[          , genome  6994] predictions:    9747/  10000 (97.47%), best:    9774/10000 (97.74%), error:       831.32880, best error:       762.01318 on epoch:    61, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 110.8788757324s, input_fired_time: 1.7090911865, output_fired_time: 1.3048024178, propagate_forward_time: 42.1821899414, propagate_backward_time: 61.6637458801, weight_update_time: 0.1793047041, other_time: 4.0190467834
epoch time: 9.3376407623s, input_fired_time: 0.1967288852, output_fired_time: 0.0000000000, propagate_forward_time: 8.4238271713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7170848846
validation[          , genome  6994] predictions:    9745/  10000 (97.45%), best:    9774/10000 (97.74%), error:       851.32501, best error:       762.01318 on epoch:    61, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 110.6308288574s, input_fired_time: 1.7048555613, output_fired_time: 1.3046993017, propagate_forward_time: 41.8496932983, propagate_backward_time: 61.7707977295, weight_update_time: 0.1778602153, other_time: 4.0007781982
epoch time: 9.3657732010s, input_fired_time: 0.2004628927, output_fired_time: 0.0000000000, propagate_forward_time: 8.4179487228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7473611832
validation[          , genome  6994] predictions:    9763/  10000 (97.63%), best:    9774/10000 (97.74%), error:       783.80304, best error:       762.01318 on epoch:    61, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 111.2367553711s, input_fired_time: 1.7265416384, output_fired_time: 1.3120044470, propagate_forward_time: 42.3347663879, propagate_backward_time: 61.8383941650, weight_update_time: 0.1778592020, other_time: 4.0250549316
epoch time: 9.2609357834s, input_fired_time: 0.1894287169, output_fired_time: 0.0000000000, propagate_forward_time: 8.3569574356, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7145500183
validation[          , genome  6994] predictions:    9725/  10000 (97.25%), best:    9774/10000 (97.74%), error:       873.55579, best error:       762.01318 on epoch:    61, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 110.8596954346s, input_fired_time: 1.7060753107, output_fired_time: 1.4486013651, propagate_forward_time: 42.1986656189, propagate_backward_time: 61.5165748596, weight_update_time: 0.1797888875, other_time: 3.9897727966
epoch time: 9.2377948761s, input_fired_time: 0.1922332793, output_fired_time: 0.0000000000, propagate_forward_time: 8.3211889267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7243728638
validation[          , genome  6994] predictions:    9750/  10000 (97.50%), best:    9774/10000 (97.74%), error:       808.17511, best error:       762.01318 on epoch:    61, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 110.9088211060s, input_fired_time: 1.7116714716, output_fired_time: 1.3138395548, propagate_forward_time: 42.1808700562, propagate_backward_time: 61.6448249817, weight_update_time: 0.1869734824, other_time: 4.0576133728
epoch time: 9.4241752625s, input_fired_time: 0.1890815496, output_fired_time: 0.0000000000, propagate_forward_time: 8.5160589218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7190351486
validation[          , genome  6994] predictions:    9775/  10000 (97.75%), best:    9774/10000 (97.74%), error:       768.42975, best error:       762.01318 on epoch:    61, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 110.7017517090s, input_fired_time: 1.7216620445, output_fired_time: 1.3010867834, propagate_forward_time: 42.1023902893, propagate_backward_time: 61.5788002014, weight_update_time: 0.1775359809, other_time: 3.9978141785
epoch time: 9.3871917725s, input_fired_time: 0.1964130402, output_fired_time: 0.0000000000, propagate_forward_time: 8.4722280502, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7185506821
validation[          , genome  6994] predictions:    9749/  10000 (97.49%), best:    9774/10000 (97.74%), error:       817.21472, best error:       762.01318 on epoch:    61, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 110.7403793335s, input_fired_time: 1.7190111876, output_fired_time: 1.3334389925, propagate_forward_time: 42.2827224731, propagate_backward_time: 61.3842849731, weight_update_time: 0.1832620353, other_time: 4.0209197998
epoch time: 9.2841043472s, input_fired_time: 0.1896060705, output_fired_time: 0.0000000000, propagate_forward_time: 8.3786993027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7157993317
validation[          , genome  6994] predictions:    9709/  10000 (97.09%), best:    9774/10000 (97.74%), error:       937.69489, best error:       762.01318 on epoch:    61, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 110.7470321655s, input_fired_time: 1.7011311054, output_fired_time: 1.3060241938, propagate_forward_time: 42.1300621033, propagate_backward_time: 61.5446624756, weight_update_time: 0.1803082824, other_time: 4.0651550293
epoch time: 9.2015485764s, input_fired_time: 0.1918611526, output_fired_time: 0.0000000000, propagate_forward_time: 8.2974815369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7122058868
validation[          , genome  6994] predictions:    9740/  10000 (97.40%), best:    9774/10000 (97.74%), error:       911.71307, best error:       762.01318 on epoch:    61, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 110.4984283447s, input_fired_time: 1.7083541155, output_fired_time: 1.3051625490, propagate_forward_time: 41.9815254211, propagate_backward_time: 61.3994979858, weight_update_time: 0.1782653034, other_time: 4.1038894653
epoch time: 9.2318077087s, input_fired_time: 0.1906064004, output_fired_time: 0.0000000000, propagate_forward_time: 8.3266038895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7145977020
validation[          , genome  6994] predictions:    9701/  10000 (97.01%), best:    9774/10000 (97.74%), error:       946.18933, best error:       762.01318 on epoch:    61, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 110.6854248047s, input_fired_time: 1.7577685118, output_fired_time: 1.3007230759, propagate_forward_time: 42.1827201843, propagate_backward_time: 61.4614372253, weight_update_time: 0.1793111116, other_time: 3.9827766418
epoch time: 9.3601226807s, input_fired_time: 0.1948303133, output_fired_time: 0.0000000000, propagate_forward_time: 8.4471731186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7181196213
validation[          , genome  6994] predictions:    9773/  10000 (97.73%), best:    9774/10000 (97.74%), error:       790.11432, best error:       762.01318 on epoch:    61, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 111.0240478516s, input_fired_time: 1.7346758842, output_fired_time: 1.3043788671, propagate_forward_time: 42.4846420288, propagate_backward_time: 61.4687042236, weight_update_time: 0.1784440577, other_time: 4.0316467285
epoch time: 9.3207674026s, input_fired_time: 0.1893824786, output_fired_time: 0.0000000000, propagate_forward_time: 8.4164352417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7149496078
validation[          , genome  6994] predictions:    9702/  10000 (97.02%), best:    9774/10000 (97.74%), error:       997.83099, best error:       762.01318 on epoch:    61, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 110.9886245728s, input_fired_time: 1.7195404768, output_fired_time: 1.3149600029, propagate_forward_time: 42.1495132446, propagate_backward_time: 61.7424430847, weight_update_time: 0.1786248982, other_time: 4.0621681213
epoch time: 9.2134513855s, input_fired_time: 0.1972811520, output_fired_time: 0.0000000000, propagate_forward_time: 8.2742261887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7419443130
validation[          , genome  6994] predictions:    9726/  10000 (97.26%), best:    9774/10000 (97.74%), error:       955.24561, best error:       762.01318 on epoch:    61, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 111.1672592163s, input_fired_time: 1.7709115744, output_fired_time: 1.3748098612, propagate_forward_time: 42.1910629272, propagate_backward_time: 61.7613945007, weight_update_time: 0.1823281199, other_time: 4.0690803528
epoch time: 9.4531908035s, input_fired_time: 0.1936843842, output_fired_time: 0.0000000000, propagate_forward_time: 8.5064992905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7530069351
validation[          , genome  6994] predictions:    9736/  10000 (97.36%), best:    9774/10000 (97.74%), error:       823.23914, best error:       762.01318 on epoch:    61, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 111.1065216064s, input_fired_time: 1.7214020491, output_fired_time: 1.3140692711, propagate_forward_time: 42.1975402832, propagate_backward_time: 61.7024803162, weight_update_time: 0.1792688221, other_time: 4.1710243225
epoch time: 9.3871984482s, input_fired_time: 0.1941971034, output_fired_time: 0.0000000000, propagate_forward_time: 8.4692306519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7237710953
validation[          , genome  6994] predictions:    9725/  10000 (97.25%), best:    9774/10000 (97.74%), error:       930.62518, best error:       762.01318 on epoch:    61, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 114.8837585449s, input_fired_time: 1.7976145744, output_fired_time: 1.3500891924, propagate_forward_time: 43.6866798401, propagate_backward_time: 63.9326896667, weight_update_time: 0.1886324435, other_time: 4.1166877747
epoch time: 9.4292964935s, input_fired_time: 0.1927335262, output_fired_time: 0.0000000000, propagate_forward_time: 8.4975671768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7389955521
validation[          , genome  6994] predictions:    9761/  10000 (97.61%), best:    9774/10000 (97.74%), error:       836.81854, best error:       762.01318 on epoch:    61, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 110.9724273682s, input_fired_time: 1.7491092682, output_fired_time: 1.3351911306, propagate_forward_time: 42.1250114441, propagate_backward_time: 61.6627273560, weight_update_time: 0.1994604319, other_time: 4.1003952026
epoch time: 9.2983360291s, input_fired_time: 0.1924561262, output_fired_time: 0.0000000000, propagate_forward_time: 8.3982276917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7076520920
validation[          , genome  6994] predictions:    9736/  10000 (97.36%), best:    9774/10000 (97.74%), error:       846.54358, best error:       762.01318 on epoch:    61, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 110.7289733887s, input_fired_time: 1.7267142534, output_fired_time: 1.3333653212, propagate_forward_time: 42.1060867310, propagate_backward_time: 61.5756835938, weight_update_time: 0.1840013713, other_time: 3.9871215820
epoch time: 9.2978191376s, input_fired_time: 0.1979117692, output_fired_time: 0.0000000000, propagate_forward_time: 8.3728485107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7270584106
validation[          , genome  6994] predictions:    9672/  10000 (96.72%), best:    9774/10000 (97.74%), error:      1099.85364, best error:       762.01318 on epoch:    61, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 110.5907745361s, input_fired_time: 1.7360256910, output_fired_time: 1.3018671274, propagate_forward_time: 41.9770774841, propagate_backward_time: 61.6044464111, weight_update_time: 0.1778301001, other_time: 3.9713592529
epoch time: 9.3195171356s, input_fired_time: 0.2078250200, output_fired_time: 0.0000000000, propagate_forward_time: 8.3791322708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7325601578
validation[          , genome  6994] predictions:    9742/  10000 (97.42%), best:    9774/10000 (97.74%), error:       839.16290, best error:       762.01318 on epoch:    61, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 111.2912673950s, input_fired_time: 1.7541826963, output_fired_time: 1.3315881491, propagate_forward_time: 42.3245811462, propagate_backward_time: 61.8330459595, weight_update_time: 0.1806763411, other_time: 4.0478744507
epoch time: 9.2608137131s, input_fired_time: 0.1932011843, output_fired_time: 0.0000000000, propagate_forward_time: 8.3445062637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7231063843
validation[          , genome  6994] predictions:    9737/  10000 (97.37%), best:    9774/10000 (97.74%), error:       848.62946, best error:       762.01318 on epoch:    61, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 111.2557983398s, input_fired_time: 1.7290612459, output_fired_time: 1.3345944881, propagate_forward_time: 42.3536186218, propagate_backward_time: 61.7678184509, weight_update_time: 0.1817216873, other_time: 4.0706977844
epoch time: 9.3512716293s, input_fired_time: 0.2085976601, output_fired_time: 0.0000000000, propagate_forward_time: 8.4114379883, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7312355042
validation[          , genome  6994] predictions:    9750/  10000 (97.50%), best:    9774/10000 (97.74%), error:       835.99548, best error:       762.01318 on epoch:    61, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 111.1957855225s, input_fired_time: 1.7315399647, output_fired_time: 1.3091778755, propagate_forward_time: 42.2509231567, propagate_backward_time: 61.8879928589, weight_update_time: 0.1862399727, other_time: 4.0161514282
epoch time: 9.3421163559s, input_fired_time: 0.1930262446, output_fired_time: 0.0000000000, propagate_forward_time: 8.4367332458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7123565674
validation[          , genome  6994] predictions:    9741/  10000 (97.41%), best:    9774/10000 (97.74%), error:       844.52454, best error:       762.01318 on epoch:    61, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 110.9077529907s, input_fired_time: 1.7238889933, output_fired_time: 1.3093818426, propagate_forward_time: 42.0213394165, propagate_backward_time: 61.8161926270, weight_update_time: 0.1803135127, other_time: 4.0369491577
epoch time: 9.3176727295s, input_fired_time: 0.1929142922, output_fired_time: 0.0000000000, propagate_forward_time: 8.3919725418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7327861786
validation[          , genome  6994] predictions:    9662/  10000 (96.62%), best:    9774/10000 (97.74%), error:      1126.18127, best error:       762.01318 on epoch:    61, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 110.9617156982s, input_fired_time: 1.7370920181, output_fired_time: 1.3257648945, propagate_forward_time: 42.1420860291, propagate_backward_time: 61.7066535950, weight_update_time: 0.1791497916, other_time: 4.0501213074
epoch time: 9.3253259659s, input_fired_time: 0.1982010752, output_fired_time: 0.0000000000, propagate_forward_time: 8.4031820297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7239427567
validation[          , genome  6994] predictions:    9727/  10000 (97.27%), best:    9774/10000 (97.74%), error:       887.56549, best error:       762.01318 on epoch:    61, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 111.0969619751s, input_fired_time: 1.7272995710, output_fired_time: 1.3496201038, propagate_forward_time: 42.3647842407, propagate_backward_time: 61.6177597046, weight_update_time: 0.1802908480, other_time: 4.0374984741
epoch time: 9.3441972733s, input_fired_time: 0.1932712942, output_fired_time: 0.0000000000, propagate_forward_time: 8.4223432541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7285823822
validation[          , genome  6994] predictions:    9735/  10000 (97.35%), best:    9774/10000 (97.74%), error:       904.60608, best error:       762.01318 on epoch:    61, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 110.9912490845s, input_fired_time: 1.7147670984, output_fired_time: 1.3760818243, propagate_forward_time: 42.2077980042, propagate_backward_time: 61.6484642029, weight_update_time: 0.1788764596, other_time: 4.0441322327
epoch time: 9.3169479370s, input_fired_time: 0.1925314367, output_fired_time: 0.0000000000, propagate_forward_time: 8.4098491669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7145671844
validation[          , genome  6994] predictions:    9730/  10000 (97.30%), best:    9774/10000 (97.74%), error:       845.62610, best error:       762.01318 on epoch:    61, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 110.9192276001s, input_fired_time: 1.7495751381, output_fired_time: 1.3040280342, propagate_forward_time: 42.3990135193, propagate_backward_time: 61.4857521057, weight_update_time: 0.1793960333, other_time: 3.9808616638
epoch time: 9.3277549744s, input_fired_time: 0.1963035315, output_fired_time: 0.0000000000, propagate_forward_time: 8.3753900528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7560615540
validation[          , genome  6994] predictions:    9739/  10000 (97.39%), best:    9774/10000 (97.74%), error:       855.23065, best error:       762.01318 on epoch:    61, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 111.3077926636s, input_fired_time: 1.7103257179, output_fired_time: 1.3372604847, propagate_forward_time: 42.5050926208, propagate_backward_time: 61.7061347961, weight_update_time: 0.1797948331, other_time: 4.0489768982
epoch time: 9.3591785431s, input_fired_time: 0.1993365735, output_fired_time: 0.0000000000, propagate_forward_time: 8.4378557205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7219858170
validation[          , genome  6994] predictions:    9751/  10000 (97.51%), best:    9774/10000 (97.74%), error:       831.88580, best error:       762.01318 on epoch:    61, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 111.2325515747s, input_fired_time: 1.7141014338, output_fired_time: 1.3126493692, propagate_forward_time: 42.3589057922, propagate_backward_time: 61.8021125793, weight_update_time: 0.1786584258, other_time: 4.0447807312
epoch time: 9.3718175888s, input_fired_time: 0.1964524239, output_fired_time: 0.0000000000, propagate_forward_time: 8.4443435669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7310218811
validation[          , genome  6994] predictions:    9746/  10000 (97.46%), best:    9774/10000 (97.74%), error:       830.63495, best error:       762.01318 on epoch:    61, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 110.9679641724s, input_fired_time: 1.7216453552, output_fired_time: 1.2985656261, propagate_forward_time: 42.3304481506, propagate_backward_time: 61.5920333862, weight_update_time: 0.1791169792, other_time: 4.0252761841
epoch time: 9.4671812057s, input_fired_time: 0.1965961307, output_fired_time: 0.0000000000, propagate_forward_time: 8.5224008560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7481842041
validation[          , genome  6994] predictions:    9692/  10000 (96.92%), best:    9774/10000 (97.74%), error:       988.20673, best error:       762.01318 on epoch:    61, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 110.7317886353s, input_fired_time: 1.7249021530, output_fired_time: 1.3339376450, propagate_forward_time: 42.0627784729, propagate_backward_time: 61.5276145935, weight_update_time: 0.1823140532, other_time: 4.0825538635
epoch time: 9.3038291931s, input_fired_time: 0.1929778010, output_fired_time: 0.0000000000, propagate_forward_time: 8.3634042740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7474470139
validation[          , genome  6994] predictions:    9657/  10000 (96.57%), best:    9774/10000 (97.74%), error:      1118.23633, best error:       762.01318 on epoch:    61, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 111.1634292603s, input_fired_time: 1.7890650034, output_fired_time: 1.3216508627, propagate_forward_time: 42.1803627014, propagate_backward_time: 61.8398513794, weight_update_time: 0.1780878305, other_time: 4.0325088501
epoch time: 9.3620452881s, input_fired_time: 0.1950986981, output_fired_time: 0.0000000000, propagate_forward_time: 8.4150152206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7519311905
validation[          , genome  6994] predictions:    9749/  10000 (97.49%), best:    9774/10000 (97.74%), error:       833.99750, best error:       762.01318 on epoch:    61, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 110.7151107788s, input_fired_time: 1.7272113562, output_fired_time: 1.3014447689, propagate_forward_time: 42.1373214722, propagate_backward_time: 61.5683479309, weight_update_time: 0.1778590232, other_time: 3.9807853699
epoch time: 9.3219776154s, input_fired_time: 0.1935562640, output_fired_time: 0.0000000000, propagate_forward_time: 8.4009752274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7274465561
validation[          , genome  6994] predictions:    9747/  10000 (97.47%), best:    9774/10000 (97.74%), error:       858.25836, best error:       762.01318 on epoch:    61, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 111.7254714966s, input_fired_time: 1.8111344576, output_fired_time: 1.3383454084, propagate_forward_time: 42.6214027405, propagate_backward_time: 61.8531570435, weight_update_time: 0.1801038980, other_time: 4.1014328003
epoch time: 9.3492107391s, input_fired_time: 0.2034584135, output_fired_time: 0.0000000000, propagate_forward_time: 8.4040632248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7416887283
validation[          , genome  6994] predictions:    9713/  10000 (97.13%), best:    9774/10000 (97.74%), error:       939.42651, best error:       762.01318 on epoch:    61, 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: 46.6430206299s, input_fired_time: 0.9795851111, output_fired_time: 0.0000000000, propagate_forward_time: 42.0045738220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6588630676
best training[          , genome  6994] predictions:   49547/  50000 (99.09%), best:    9774/10000 (97.74%), error:      1768.34985, best error:       762.01318 on epoch:    61, 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: 10.1373968124s, input_fired_time: 0.1955268532, output_fired_time: 0.0000000000, propagate_forward_time: 8.6380605698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3038091660
   testing[          , genome  6994] predictions:    9790/  10000 (97.90%), best:    9774/10000 (97.74%), error:       710.37866, best error:       762.01318 on epoch:    61, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
12:28:02 (1855): called boinc_finish(0)

</stderr_txt>
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