Nameexact_genome_1512568488_43_6352_0
Workunit2603058
Created7 Dec 2017, 19:19:52 UTC
Sent7 Dec 2017, 19:26:43 UTC
Report deadline18 Dec 2017, 17:13:47 UTC
Received9 Dec 2017, 2:14:46 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time5 hours 24 min 15 sec
CPU time5 hours 24 min 11 sec
Validate stateValid
Credit2,726.92
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.35 MB
Peak swap size155.86 MB
Peak disk usage2.49 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
757.06049 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 177.7068634033s, input_fired_time: 1.8435651064, output_fired_time: 1.7326208353, propagate_forward_time: 68.2448883057, propagate_backward_time: 102.7390823364, weight_update_time: 0.1984813958, other_time: 3.1467056274
epoch time: 14.4492025375s, input_fired_time: 0.2236884087, output_fired_time: 0.0000000000, propagate_forward_time: 13.6709241867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5545902252
validation[          , genome  6352] predictions:    9777/  10000 (97.77%), best:    9758/10000 (97.58%), error:       765.15240, best error:       757.06049 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 177.3253479004s, input_fired_time: 1.8615279198, output_fired_time: 1.7275897264, propagate_forward_time: 67.8976516724, propagate_backward_time: 102.6184158325, weight_update_time: 0.2014932930, other_time: 3.2201690674
epoch time: 14.4001283646s, input_fired_time: 0.2260676324, output_fired_time: 0.0000000000, propagate_forward_time: 13.6046628952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5693979263
validation[          , genome  6352] predictions:    9723/  10000 (97.23%), best:    9758/10000 (97.58%), error:       913.62390, best error:       757.06049 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 176.3150482178s, input_fired_time: 1.8245155811, output_fired_time: 1.7148538828, propagate_forward_time: 67.8191146851, propagate_backward_time: 101.8541641235, weight_update_time: 0.1954422146, other_time: 3.1024017334
epoch time: 14.3602809906s, input_fired_time: 0.2231510580, output_fired_time: 0.0000000000, propagate_forward_time: 13.5821762085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5549535751
validation[          , genome  6352] predictions:    9762/  10000 (97.62%), best:    9758/10000 (97.58%), error:       762.07288, best error:       757.06049 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 177.7043609619s, input_fired_time: 1.8329052925, output_fired_time: 1.7296755314, propagate_forward_time: 68.2314910889, propagate_backward_time: 102.7989273071, weight_update_time: 0.1963089257, other_time: 3.1113662720
epoch time: 14.4854831696s, input_fired_time: 0.2271576971, output_fired_time: 0.0000000000, propagate_forward_time: 13.6844682693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5738573074
validation[          , genome  6352] predictions:    9787/  10000 (97.87%), best:    9787/10000 (97.87%), error:       724.26215, best error:       724.26215 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 177.9244995117s, input_fired_time: 1.8371641636, output_fired_time: 1.7346792221, propagate_forward_time: 68.2929000854, propagate_backward_time: 102.9309768677, weight_update_time: 0.1970867217, other_time: 3.1287841797
epoch time: 14.3978099823s, input_fired_time: 0.2252363712, output_fired_time: 0.0000000000, propagate_forward_time: 13.6017780304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5707960129
validation[          , genome  6352] predictions:    9777/  10000 (97.77%), best:    9787/10000 (97.87%), error:       725.93719, best error:       724.26215 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 176.9609985352s, input_fired_time: 1.8589966297, output_fired_time: 1.7182261944, propagate_forward_time: 67.8948211670, propagate_backward_time: 102.3024520874, weight_update_time: 0.1991275996, other_time: 3.1865005493
epoch time: 14.3100585938s, input_fired_time: 0.2245127708, output_fired_time: 0.0000000000, propagate_forward_time: 13.5318670273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5536785126
validation[          , genome  6352] predictions:    9731/  10000 (97.31%), best:    9787/10000 (97.87%), error:       864.70880, best error:       724.26215 on epoch:    18, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 177.5804138184s, input_fired_time: 1.8673338890, output_fired_time: 1.7343695164, propagate_forward_time: 68.0873260498, propagate_backward_time: 102.6839523315, weight_update_time: 0.2008746713, other_time: 3.2074203491
epoch time: 14.3929023743s, input_fired_time: 0.2237657160, output_fired_time: 0.0000000000, propagate_forward_time: 13.6146364212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5545005798
validation[          , genome  6352] predictions:    9691/  10000 (96.91%), best:    9787/10000 (97.87%), error:       974.63928, best error:       724.26215 on epoch:    18, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 176.8956146240s, input_fired_time: 1.8669114113, output_fired_time: 1.7225066423, propagate_forward_time: 67.8530120850, propagate_backward_time: 102.2309722900, weight_update_time: 0.1990468800, other_time: 3.2222137451
epoch time: 14.4174499512s, input_fired_time: 0.2259851098, output_fired_time: 0.0000000000, propagate_forward_time: 13.6201028824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5713615417
validation[          , genome  6352] predictions:    9761/  10000 (97.61%), best:    9787/10000 (97.87%), error:       741.98633, best error:       724.26215 on epoch:    18, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 177.8776092529s, input_fired_time: 1.8761639595, output_fired_time: 1.7325803041, propagate_forward_time: 68.2702484131, propagate_backward_time: 102.7720108032, weight_update_time: 0.1995707750, other_time: 3.2266159058
epoch time: 14.4915609360s, input_fired_time: 0.2271264791, output_fired_time: 0.0000000000, propagate_forward_time: 13.6917915344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5726432800
validation[          , genome  6352] predictions:    9738/  10000 (97.38%), best:    9787/10000 (97.87%), error:       830.71997, best error:       724.26215 on epoch:    18, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 176.8469543457s, input_fired_time: 1.8743641376, output_fired_time: 1.7213212252, propagate_forward_time: 67.9035949707, propagate_backward_time: 102.1215438843, weight_update_time: 0.2010125071, other_time: 3.2261276245
epoch time: 14.4301528931s, input_fired_time: 0.2260839343, output_fired_time: 0.0000000000, propagate_forward_time: 13.6340246201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5700445175
validation[          , genome  6352] predictions:    9778/  10000 (97.78%), best:    9787/10000 (97.87%), error:       766.96906, best error:       724.26215 on epoch:    18, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 177.3589935303s, input_fired_time: 1.8384282589, output_fired_time: 1.7285343409, propagate_forward_time: 68.1026153564, propagate_backward_time: 102.5574264526, weight_update_time: 0.1971691549, other_time: 3.1319961548
epoch time: 14.4436073303s, input_fired_time: 0.2228181958, output_fired_time: 0.0000000000, propagate_forward_time: 13.6641654968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5566234589
validation[          , genome  6352] predictions:    9791/  10000 (97.91%), best:    9791/10000 (97.91%), error:       686.13367, best error:       686.13367 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 176.7338714600s, input_fired_time: 1.8714988232, output_fired_time: 1.7270845175, propagate_forward_time: 67.7776718140, propagate_backward_time: 102.1361770630, weight_update_time: 0.1997662336, other_time: 3.2214355469
epoch time: 14.3675966263s, input_fired_time: 0.2282444090, output_fired_time: 0.0000000000, propagate_forward_time: 13.5664663315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5728855133
validation[          , genome  6352] predictions:    9793/  10000 (97.93%), best:    9791/10000 (97.91%), error:       692.86951, best error:       686.13367 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 176.9016876221s, input_fired_time: 1.8766112328, output_fired_time: 1.7274495363, propagate_forward_time: 67.8158950806, propagate_backward_time: 102.2645874023, weight_update_time: 0.2016220540, other_time: 3.2171401978
epoch time: 14.4217100143s, input_fired_time: 0.2273900956, output_fired_time: 0.0000000000, propagate_forward_time: 13.6196136475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5747060776
validation[          , genome  6352] predictions:    9778/  10000 (97.78%), best:    9791/10000 (97.91%), error:       723.82068, best error:       686.13367 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 177.2943267822s, input_fired_time: 1.8739148378, output_fired_time: 1.7253692150, propagate_forward_time: 67.9576416016, propagate_backward_time: 102.5154800415, weight_update_time: 0.2001250833, other_time: 3.2219161987
epoch time: 14.3803367615s, input_fired_time: 0.2266964316, output_fired_time: 0.0000000000, propagate_forward_time: 13.5848665237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5687742233
validation[          , genome  6352] predictions:    9754/  10000 (97.54%), best:    9791/10000 (97.91%), error:       789.44794, best error:       686.13367 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 176.3979034424s, input_fired_time: 1.8307827711, output_fired_time: 1.7110599279, propagate_forward_time: 67.8591766357, propagate_backward_time: 101.8771133423, weight_update_time: 0.1964531690, other_time: 3.1197738647
epoch time: 14.3824453354s, input_fired_time: 0.2222216278, output_fired_time: 0.0000000000, propagate_forward_time: 13.6075029373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5527210236
validation[          , genome  6352] predictions:    9747/  10000 (97.47%), best:    9791/10000 (97.91%), error:       799.21381, best error:       686.13367 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 178.1009674072s, input_fired_time: 1.8757214546, output_fired_time: 1.7352203131, propagate_forward_time: 68.3041076660, propagate_backward_time: 102.9490509033, weight_update_time: 0.2020497024, other_time: 3.2368774414
epoch time: 14.4476690292s, input_fired_time: 0.2251838744, output_fired_time: 0.0000000000, propagate_forward_time: 13.6610651016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5614204407
validation[          , genome  6352] predictions:    9731/  10000 (97.31%), best:    9791/10000 (97.91%), error:       856.21790, best error:       686.13367 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 176.1327514648s, input_fired_time: 1.8506449461, output_fired_time: 1.7196595669, propagate_forward_time: 67.5585861206, propagate_backward_time: 101.8429870605, weight_update_time: 0.1974605322, other_time: 3.1608657837
epoch time: 14.2587032318s, input_fired_time: 0.2263534814, output_fired_time: 0.0000000000, propagate_forward_time: 13.4583549500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5739946365
validation[          , genome  6352] predictions:    9770/  10000 (97.70%), best:    9791/10000 (97.91%), error:       705.19281, best error:       686.13367 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 177.8124847412s, input_fired_time: 1.8763355017, output_fired_time: 1.7295920849, propagate_forward_time: 68.1892166138, propagate_backward_time: 102.7795410156, weight_update_time: 0.1998422593, other_time: 3.2377853394
epoch time: 14.3032960892s, input_fired_time: 0.2300503403, output_fired_time: 0.0000000000, propagate_forward_time: 13.5085687637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5646772385
validation[          , genome  6352] predictions:    9778/  10000 (97.78%), best:    9791/10000 (97.91%), error:       720.50732, best error:       686.13367 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 176.7064514160s, input_fired_time: 1.8300291300, output_fired_time: 1.7209877968, propagate_forward_time: 67.9285583496, propagate_backward_time: 102.1325607300, weight_update_time: 0.1950200945, other_time: 3.0943069458
epoch time: 14.3613719940s, input_fired_time: 0.2249531448, output_fired_time: 0.0000000000, propagate_forward_time: 13.5831317902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5532875061
validation[          , genome  6352] predictions:    9748/  10000 (97.48%), best:    9791/10000 (97.91%), error:       820.34259, best error:       686.13367 on epoch:    25, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 177.6287841797s, input_fired_time: 1.8427736759, output_fired_time: 1.7275372744, propagate_forward_time: 68.2276306152, propagate_backward_time: 102.7250671387, weight_update_time: 0.1963430941, other_time: 3.1057739258
epoch time: 14.4619321823s, input_fired_time: 0.2259707153, output_fired_time: 0.0000000000, propagate_forward_time: 13.6809225082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5550394058
validation[          , genome  6352] predictions:    9771/  10000 (97.71%), best:    9791/10000 (97.91%), error:       724.82990, best error:       686.13367 on epoch:    25, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 177.1703338623s, input_fired_time: 1.8346638680, output_fired_time: 1.7230278254, propagate_forward_time: 68.0189971924, propagate_backward_time: 102.4899978638, weight_update_time: 0.1958855242, other_time: 3.1036453247
epoch time: 14.3217487335s, input_fired_time: 0.2243133336, output_fired_time: 0.0000000000, propagate_forward_time: 13.5447921753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5526428223
validation[          , genome  6352] predictions:    9746/  10000 (97.46%), best:    9791/10000 (97.91%), error:       817.38324, best error:       686.13367 on epoch:    25, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 177.5040435791s, input_fired_time: 1.8529477119, output_fired_time: 1.7325079441, propagate_forward_time: 68.1351242065, propagate_backward_time: 102.6207962036, weight_update_time: 0.1991101652, other_time: 3.1626586914
epoch time: 14.4277629852s, input_fired_time: 0.2251202166, output_fired_time: 0.0000000000, propagate_forward_time: 13.6476097107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5550327301
validation[          , genome  6352] predictions:    9774/  10000 (97.74%), best:    9791/10000 (97.91%), error:       730.06427, best error:       686.13367 on epoch:    25, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 177.6043395996s, input_fired_time: 1.8814443350, output_fired_time: 1.7391448021, propagate_forward_time: 68.0957183838, propagate_backward_time: 102.6585388184, weight_update_time: 0.2022018135, other_time: 3.2294921875
epoch time: 14.4032220840s, input_fired_time: 0.2248844504, output_fired_time: 0.0000000000, propagate_forward_time: 13.6276941299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5506439209
validation[          , genome  6352] predictions:    9790/  10000 (97.90%), best:    9791/10000 (97.91%), error:       727.83771, best error:       686.13367 on epoch:    25, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 176.4327697754s, input_fired_time: 1.8511447906, output_fired_time: 1.7181526423, propagate_forward_time: 67.7004318237, propagate_backward_time: 102.0095748901, weight_update_time: 0.1957168579, other_time: 3.1534576416
epoch time: 14.2419271469s, input_fired_time: 0.2225957066, output_fired_time: 0.0000000000, propagate_forward_time: 13.4655313492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5537996292
validation[          , genome  6352] predictions:    9795/  10000 (97.95%), best:    9791/10000 (97.91%), error:       686.28003, best error:       686.13367 on epoch:    25, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 177.2804565430s, input_fired_time: 1.8702590466, output_fired_time: 1.7228811979, propagate_forward_time: 68.0009155273, propagate_backward_time: 102.4808273315, weight_update_time: 0.2000204623, other_time: 3.2055740356
epoch time: 14.4537992477s, input_fired_time: 0.2248250097, output_fired_time: 0.0000000000, propagate_forward_time: 13.6737222672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5552520752
validation[          , genome  6352] predictions:    9691/  10000 (96.91%), best:    9791/10000 (97.91%), error:       999.01941, best error:       686.13367 on epoch:    25, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 177.9576873779s, input_fired_time: 1.8479875326, output_fired_time: 1.7362111807, propagate_forward_time: 68.3677520752, propagate_backward_time: 102.9023666382, weight_update_time: 0.1958642304, other_time: 3.1033706665
epoch time: 14.4211969376s, input_fired_time: 0.2245568633, output_fired_time: 0.0000000000, propagate_forward_time: 13.6408538818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5557861328
validation[          , genome  6352] predictions:    9773/  10000 (97.73%), best:    9791/10000 (97.91%), error:       703.21790, best error:       686.13367 on epoch:    25, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 176.9151458740s, input_fired_time: 1.8422068357, output_fired_time: 1.7235502005, propagate_forward_time: 67.9596939087, propagate_backward_time: 102.2836074829, weight_update_time: 0.1952917278, other_time: 3.1060791016
epoch time: 14.2339973450s, input_fired_time: 0.2233142108, output_fired_time: 0.0000000000, propagate_forward_time: 13.4564285278, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5542545319
validation[          , genome  6352] predictions:    9801/  10000 (98.01%), best:    9801/10000 (98.01%), error:       639.31592, best error:       639.31592 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 176.9176635742s, input_fired_time: 1.8757166862, output_fired_time: 1.7177760601, propagate_forward_time: 67.9247283936, propagate_backward_time: 102.1959686279, weight_update_time: 0.1996722966, other_time: 3.2034759521
epoch time: 14.4550619125s, input_fired_time: 0.2243158370, output_fired_time: 0.0000000000, propagate_forward_time: 13.6763286591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5544176102
validation[          , genome  6352] predictions:    9747/  10000 (97.47%), best:    9801/10000 (98.01%), error:       781.99170, best error:       639.31592 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 177.0459594727s, input_fired_time: 1.8405379057, output_fired_time: 1.7214949131, propagate_forward_time: 67.9741134644, propagate_backward_time: 102.4131240845, weight_update_time: 0.1959094703, other_time: 3.0966949463
epoch time: 14.2087230682s, input_fired_time: 0.2246734202, output_fired_time: 0.0000000000, propagate_forward_time: 13.4305505753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5534992218
validation[          , genome  6352] predictions:    9786/  10000 (97.86%), best:    9801/10000 (98.01%), error:       721.73206, best error:       639.31592 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 177.5319671631s, input_fired_time: 1.8580516577, output_fired_time: 1.7270210981, propagate_forward_time: 68.1617202759, propagate_backward_time: 102.6423873901, weight_update_time: 0.1962124109, other_time: 3.1427917480
epoch time: 14.4355115891s, input_fired_time: 0.2261525542, output_fired_time: 0.0000000000, propagate_forward_time: 13.6550960541, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5542631149
validation[          , genome  6352] predictions:    9700/  10000 (97.00%), best:    9801/10000 (98.01%), error:       894.03308, best error:       639.31592 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 175.7270660400s, input_fired_time: 1.8695023060, output_fired_time: 1.7137697935, propagate_forward_time: 67.2749938965, propagate_backward_time: 101.6520767212, weight_update_time: 0.1976505071, other_time: 3.2167129517
epoch time: 14.2673330307s, input_fired_time: 0.2288317531, output_fired_time: 0.0000000000, propagate_forward_time: 13.4688539505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5696477890
validation[          , genome  6352] predictions:    9782/  10000 (97.82%), best:    9801/10000 (98.01%), error:       723.47577, best error:       639.31592 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 176.8027648926s, input_fired_time: 1.8407497406, output_fired_time: 1.7223048210, propagate_forward_time: 67.9648056030, propagate_backward_time: 102.1744918823, weight_update_time: 0.1964767426, other_time: 3.1004180908
epoch time: 14.3889169693s, input_fired_time: 0.2256075591, output_fired_time: 0.0000000000, propagate_forward_time: 13.6062555313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5570535660
validation[          , genome  6352] predictions:    9757/  10000 (97.57%), best:    9801/10000 (98.01%), error:       789.16199, best error:       639.31592 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 177.6566925049s, input_fired_time: 1.8901110888, output_fired_time: 1.7290637493, propagate_forward_time: 68.1474304199, propagate_backward_time: 102.6633529663, weight_update_time: 0.2009315342, other_time: 3.2267379761
epoch time: 14.4248542786s, input_fired_time: 0.2271615416, output_fired_time: 0.0000000000, propagate_forward_time: 13.6342620850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5634307861
validation[          , genome  6352] predictions:    9779/  10000 (97.79%), best:    9801/10000 (98.01%), error:       731.48077, best error:       639.31592 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 178.2059326172s, input_fired_time: 1.8765425682, output_fired_time: 1.7378845215, propagate_forward_time: 68.3958816528, propagate_backward_time: 103.0076675415, weight_update_time: 0.1987852305, other_time: 3.1879577637
epoch time: 14.4324693680s, input_fired_time: 0.2268826663, output_fired_time: 0.0000000000, propagate_forward_time: 13.6531963348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5523900986
validation[          , genome  6352] predictions:    9795/  10000 (97.95%), best:    9801/10000 (98.01%), error:       679.86932, best error:       639.31592 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 177.3465728760s, input_fired_time: 1.8581794500, output_fired_time: 1.7284663916, propagate_forward_time: 68.1166305542, propagate_backward_time: 102.4918518066, weight_update_time: 0.1981478184, other_time: 3.1514358521
epoch time: 14.3470382690s, input_fired_time: 0.2257045656, output_fired_time: 0.0000000000, propagate_forward_time: 13.5706853867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5506486893
validation[          , genome  6352] predictions:    9781/  10000 (97.81%), best:    9801/10000 (98.01%), error:       696.98639, best error:       639.31592 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 176.8635559082s, input_fired_time: 1.8464225531, output_fired_time: 1.7267949581, propagate_forward_time: 67.7895278931, propagate_backward_time: 102.3853454590, weight_update_time: 0.1969486475, other_time: 3.1154708862
epoch time: 14.5114822388s, input_fired_time: 0.2290320247, output_fired_time: 0.0000000000, propagate_forward_time: 13.7267484665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5557022095
validation[          , genome  6352] predictions:    9754/  10000 (97.54%), best:    9801/10000 (98.01%), error:       810.66479, best error:       639.31592 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 176.1711883545s, input_fired_time: 1.8358169794, output_fired_time: 1.7153829336, propagate_forward_time: 67.6807327271, propagate_backward_time: 101.8618621826, weight_update_time: 0.1961132288, other_time: 3.0774002075
epoch time: 14.2996921539s, input_fired_time: 0.2244136781, output_fired_time: 0.0000000000, propagate_forward_time: 13.5245780945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5507001877
validation[          , genome  6352] predictions:    9799/  10000 (97.99%), best:    9801/10000 (98.01%), error:       678.50543, best error:       639.31592 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 176.3998107910s, input_fired_time: 1.8374531269, output_fired_time: 1.7186551094, propagate_forward_time: 67.6778869629, propagate_backward_time: 102.0854568481, weight_update_time: 0.1944670230, other_time: 3.0803604126
epoch time: 14.2848196030s, input_fired_time: 0.2236085087, output_fired_time: 0.0000000000, propagate_forward_time: 13.5104846954, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5507259369
validation[          , genome  6352] predictions:    9762/  10000 (97.62%), best:    9801/10000 (98.01%), error:       789.90399, best error:       639.31592 on epoch:    41, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 177.2169342041s, input_fired_time: 1.8538781404, output_fired_time: 1.7245377302, propagate_forward_time: 68.0703430176, propagate_backward_time: 102.4566040039, weight_update_time: 0.1962610036, other_time: 3.1115722656
epoch time: 14.3819952011s, input_fired_time: 0.2252393365, output_fired_time: 0.0000000000, propagate_forward_time: 13.6042852402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5524702072
validation[          , genome  6352] predictions:    9671/  10000 (96.71%), best:    9801/10000 (98.01%), error:      1061.04382, best error:       639.31592 on epoch:    41, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 176.5515441895s, input_fired_time: 1.8449460268, output_fired_time: 1.7180198431, propagate_forward_time: 67.7173156738, propagate_backward_time: 102.1625137329, weight_update_time: 0.1958765984, other_time: 3.1087570190
epoch time: 14.2425756454s, input_fired_time: 0.2284981459, output_fired_time: 0.0000000000, propagate_forward_time: 13.4585552216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5555219650
validation[          , genome  6352] predictions:    9813/  10000 (98.13%), best:    9813/10000 (98.13%), error:       613.79218, best error:       613.79218 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 177.3155517578s, input_fired_time: 1.8445764780, output_fired_time: 1.7315011024, propagate_forward_time: 68.0354919434, propagate_backward_time: 102.6127090454, weight_update_time: 0.1949230880, other_time: 3.0912704468
epoch time: 14.5206022263s, input_fired_time: 0.2267306298, output_fired_time: 0.0000000000, propagate_forward_time: 13.7373399734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5565319061
validation[          , genome  6352] predictions:    9782/  10000 (97.82%), best:    9813/10000 (98.13%), error:       708.34027, best error:       613.79218 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 177.8949279785s, input_fired_time: 1.8897618055, output_fired_time: 1.7322593927, propagate_forward_time: 68.2674560547, propagate_backward_time: 102.7817306519, weight_update_time: 0.2000981271, other_time: 3.2237319946
epoch time: 14.3637866974s, input_fired_time: 0.2277583182, output_fired_time: 0.0000000000, propagate_forward_time: 13.5837907791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5522375107
validation[          , genome  6352] predictions:    9761/  10000 (97.61%), best:    9813/10000 (98.13%), error:       757.24921, best error:       613.79218 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 176.5953674316s, input_fired_time: 1.8462152481, output_fired_time: 1.7183704376, propagate_forward_time: 67.7866668701, propagate_backward_time: 102.1349105835, weight_update_time: 0.1963775158, other_time: 3.1091995239
epoch time: 14.4087829590s, input_fired_time: 0.2307265252, output_fired_time: 0.0000000000, propagate_forward_time: 13.6078844070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5701723099
validation[          , genome  6352] predictions:    9801/  10000 (98.01%), best:    9813/10000 (98.13%), error:       646.42480, best error:       613.79218 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 176.8623809814s, input_fired_time: 1.8522047997, output_fired_time: 1.7196472883, propagate_forward_time: 67.9629211426, propagate_backward_time: 102.2266387939, weight_update_time: 0.1969432533, other_time: 3.1009674072
epoch time: 14.3802032471s, input_fired_time: 0.2265199721, output_fired_time: 0.0000000000, propagate_forward_time: 13.5982999802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5553836823
validation[          , genome  6352] predictions:    9760/  10000 (97.60%), best:    9813/10000 (98.13%), error:       794.37274, best error:       613.79218 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 177.4413909912s, input_fired_time: 1.8884376287, output_fired_time: 1.7288573980, propagate_forward_time: 68.1171493530, propagate_backward_time: 102.4847183228, weight_update_time: 0.1998760104, other_time: 3.2222290039
epoch time: 14.4120988846s, input_fired_time: 0.2311674654, output_fired_time: 0.0000000000, propagate_forward_time: 13.6091842651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5717468262
validation[          , genome  6352] predictions:    9792/  10000 (97.92%), best:    9813/10000 (98.13%), error:       684.17664, best error:       613.79218 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 178.0603637695s, input_fired_time: 1.8926546574, output_fired_time: 1.7435231209, propagate_forward_time: 68.3181381226, propagate_backward_time: 102.8783874512, weight_update_time: 0.2010272294, other_time: 3.2276535034
epoch time: 14.4042673111s, input_fired_time: 0.2264008075, output_fired_time: 0.0000000000, propagate_forward_time: 13.6246376038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5532293320
validation[          , genome  6352] predictions:    9806/  10000 (98.06%), best:    9813/10000 (98.13%), error:       675.84381, best error:       613.79218 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 177.4637908936s, input_fired_time: 1.8968354464, output_fired_time: 1.7291990519, propagate_forward_time: 68.0819091797, propagate_backward_time: 102.5313720703, weight_update_time: 0.2010651529, other_time: 3.2244720459
epoch time: 14.4641027451s, input_fired_time: 0.2322870046, output_fired_time: 0.0000000000, propagate_forward_time: 13.6613388062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5704765320
validation[          , genome  6352] predictions:    9800/  10000 (98.00%), best:    9813/10000 (98.13%), error:       707.50287, best error:       613.79218 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 176.2567443848s, input_fired_time: 1.8453422785, output_fired_time: 1.7068028450, propagate_forward_time: 67.5940933228, propagate_backward_time: 102.0045623779, weight_update_time: 0.1940330565, other_time: 3.1059494019
epoch time: 14.3473176956s, input_fired_time: 0.2264136672, output_fired_time: 0.0000000000, propagate_forward_time: 13.5658550262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5550489426
validation[          , genome  6352] predictions:    9816/  10000 (98.16%), best:    9813/10000 (98.13%), error:       629.12408, best error:       613.79218 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 178.0229949951s, input_fired_time: 1.8843461275, output_fired_time: 1.7351113558, propagate_forward_time: 68.3462829590, propagate_backward_time: 102.8797760010, weight_update_time: 0.1990611255, other_time: 3.1774749756
epoch time: 14.4773378372s, input_fired_time: 0.2288944870, output_fired_time: 0.0000000000, propagate_forward_time: 13.6941862106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5542573929
validation[          , genome  6352] predictions:    9818/  10000 (98.18%), best:    9813/10000 (98.13%), error:       639.94678, best error:       613.79218 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 177.0386047363s, input_fired_time: 1.8729565144, output_fired_time: 1.7254358530, propagate_forward_time: 68.0092620850, propagate_backward_time: 102.2975616455, weight_update_time: 0.1984117329, other_time: 3.1333923340
epoch time: 14.3709163666s, input_fired_time: 0.2271235734, output_fired_time: 0.0000000000, propagate_forward_time: 13.5919857025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5518074036
validation[          , genome  6352] predictions:    9776/  10000 (97.76%), best:    9813/10000 (98.13%), error:       729.95752, best error:       613.79218 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 176.5837402344s, input_fired_time: 1.8599070311, output_fired_time: 1.7126653194, propagate_forward_time: 67.7451782227, propagate_backward_time: 102.1437377930, weight_update_time: 0.1979824156, other_time: 3.1222534180
epoch time: 14.2655687332s, input_fired_time: 0.2264926732, output_fired_time: 0.0000000000, propagate_forward_time: 13.4877309799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5513448715
validation[          , genome  6352] predictions:    9791/  10000 (97.91%), best:    9813/10000 (98.13%), error:       675.24933, best error:       613.79218 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 177.5102233887s, input_fired_time: 1.8591053486, output_fired_time: 1.7317479849, propagate_forward_time: 68.1869659424, propagate_backward_time: 102.6257171631, weight_update_time: 0.1966169327, other_time: 3.1066894531
epoch time: 14.3572540283s, input_fired_time: 0.2313271463, output_fired_time: 0.0000000000, propagate_forward_time: 13.5559606552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5699663162
validation[          , genome  6352] predictions:    9721/  10000 (97.21%), best:    9813/10000 (98.13%), error:       912.53809, best error:       613.79218 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 177.6426239014s, input_fired_time: 1.9011245966, output_fired_time: 1.7280329466, propagate_forward_time: 68.1880264282, propagate_backward_time: 102.6030120850, weight_update_time: 0.2001946718, other_time: 3.2224349976
epoch time: 14.2855644226s, input_fired_time: 0.2307330221, output_fired_time: 0.0000000000, propagate_forward_time: 13.4832553864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5715761185
validation[          , genome  6352] predictions:    9814/  10000 (98.14%), best:    9814/10000 (98.14%), error:       592.67419, best error:       592.67419 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 177.7438507080s, input_fired_time: 1.8596931696, output_fired_time: 1.7296601534, propagate_forward_time: 68.2181320190, propagate_backward_time: 102.8327865601, weight_update_time: 0.1970973760, other_time: 3.1035766602
epoch time: 14.3890047073s, input_fired_time: 0.2313664854, output_fired_time: 0.0000000000, propagate_forward_time: 13.5921516418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5654869080
validation[          , genome  6352] predictions:    9804/  10000 (98.04%), best:    9814/10000 (98.14%), error:       654.69226, best error:       592.67419 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 177.3770599365s, input_fired_time: 1.8853390217, output_fired_time: 1.7243995667, propagate_forward_time: 68.0369033813, propagate_backward_time: 102.5357360840, weight_update_time: 0.1984001100, other_time: 3.1946792603
epoch time: 14.4729461670s, input_fired_time: 0.2266198844, output_fired_time: 0.0000000000, propagate_forward_time: 13.6928510666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5534753799
validation[          , genome  6352] predictions:    9733/  10000 (97.33%), best:    9814/10000 (98.14%), error:       870.38043, best error:       592.67419 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 176.7836608887s, input_fired_time: 1.8592356443, output_fired_time: 1.7197868824, propagate_forward_time: 67.8720245361, propagate_backward_time: 102.2279052734, weight_update_time: 0.1977927387, other_time: 3.1047058105
epoch time: 14.4103841782s, input_fired_time: 0.2283917814, output_fired_time: 0.0000000000, propagate_forward_time: 13.6271820068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5548105240
validation[          , genome  6352] predictions:    9821/  10000 (98.21%), best:    9814/10000 (98.14%), error:       650.04425, best error:       592.67419 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 176.9966430664s, input_fired_time: 1.8721553087, output_fired_time: 1.7251276970, propagate_forward_time: 67.8508987427, propagate_backward_time: 102.4040985107, weight_update_time: 0.1980734617, other_time: 3.1443557739
epoch time: 14.4533863068s, input_fired_time: 0.2302806824, output_fired_time: 0.0000000000, propagate_forward_time: 13.6693544388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5537509918
validation[          , genome  6352] predictions:    9807/  10000 (98.07%), best:    9814/10000 (98.14%), error:       637.05817, best error:       592.67419 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 177.6999053955s, input_fired_time: 1.8847047091, output_fired_time: 1.7218042612, propagate_forward_time: 68.1783447266, propagate_backward_time: 102.7292480469, weight_update_time: 0.1988496184, other_time: 3.1858062744
epoch time: 14.4722423553s, input_fired_time: 0.2303250879, output_fired_time: 0.0000000000, propagate_forward_time: 13.6871767044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5547409058
validation[          , genome  6352] predictions:    9806/  10000 (98.06%), best:    9814/10000 (98.14%), error:       654.70355, best error:       592.67419 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 176.9198150635s, input_fired_time: 1.8647739887, output_fired_time: 1.7171287537, propagate_forward_time: 67.8831558228, propagate_backward_time: 102.3342742920, weight_update_time: 0.1965604872, other_time: 3.1204757690
epoch time: 14.2340354919s, input_fired_time: 0.2288086563, output_fired_time: 0.0000000000, propagate_forward_time: 13.4563922882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5488348007
validation[          , genome  6352] predictions:    9803/  10000 (98.03%), best:    9814/10000 (98.14%), error:       642.21930, best error:       592.67419 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 177.0255126953s, input_fired_time: 1.8982121944, output_fired_time: 1.7155679464, propagate_forward_time: 68.0028839111, propagate_backward_time: 102.1790771484, weight_update_time: 0.1990324706, other_time: 3.2297821045
epoch time: 14.4313611984s, input_fired_time: 0.2331297249, output_fired_time: 0.0000000000, propagate_forward_time: 13.6293516159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5688800812
validation[          , genome  6352] predictions:    9808/  10000 (98.08%), best:    9808/10000 (98.08%), error:       581.41357, best error:       581.41357 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 176.9985504150s, input_fired_time: 1.8587197065, output_fired_time: 1.7241915464, propagate_forward_time: 68.0428466797, propagate_backward_time: 102.2746582031, weight_update_time: 0.1963759363, other_time: 3.0981292725
epoch time: 14.3761043549s, input_fired_time: 0.2310332656, output_fired_time: 0.0000000000, propagate_forward_time: 13.5920238495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5530471802
validation[          , genome  6352] predictions:    9812/  10000 (98.12%), best:    9808/10000 (98.08%), error:       599.32782, best error:       581.41357 on epoch:    74, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 177.1964721680s, input_fired_time: 1.8639200926, output_fired_time: 1.7221539021, propagate_forward_time: 68.1130065918, propagate_backward_time: 102.4042739868, weight_update_time: 0.1961670667, other_time: 3.0931167603
epoch time: 14.4226188660s, input_fired_time: 0.2286300659, output_fired_time: 0.0000000000, propagate_forward_time: 13.6389427185, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5550460815
validation[          , genome  6352] predictions:    9755/  10000 (97.55%), best:    9808/10000 (98.08%), error:       775.23114, best error:       581.41357 on epoch:    74, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 177.5881500244s, input_fired_time: 1.9042423964, output_fired_time: 1.7271796465, propagate_forward_time: 68.1951446533, propagate_backward_time: 102.5360794067, weight_update_time: 0.2005736828, other_time: 3.2255172729
epoch time: 14.4950494766s, input_fired_time: 0.2339391857, output_fired_time: 0.0000000000, propagate_forward_time: 13.6879043579, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5732059479
validation[          , genome  6352] predictions:    9791/  10000 (97.91%), best:    9808/10000 (98.08%), error:       671.05585, best error:       581.41357 on epoch:    74, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 177.2773284912s, input_fired_time: 1.9056148529, output_fired_time: 1.7225461006, propagate_forward_time: 67.9771957397, propagate_backward_time: 102.4507675171, weight_update_time: 0.1987366527, other_time: 3.2212066650
epoch time: 14.4758510590s, input_fired_time: 0.2355457246, output_fired_time: 0.0000000000, propagate_forward_time: 13.6665410995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5737638474
validation[          , genome  6352] predictions:    9726/  10000 (97.26%), best:    9808/10000 (98.08%), error:       875.06335, best error:       581.41357 on epoch:    74, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 177.0570983887s, input_fired_time: 1.8664839268, output_fired_time: 1.7269779444, propagate_forward_time: 68.0177307129, propagate_backward_time: 102.3438873291, weight_update_time: 0.1971228868, other_time: 3.1020202637
epoch time: 14.3667640686s, input_fired_time: 0.2307548076, output_fired_time: 0.0000000000, propagate_forward_time: 13.5813007355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5547084808
validation[          , genome  6352] predictions:    9818/  10000 (98.18%), best:    9808/10000 (98.08%), error:       621.30103, best error:       581.41357 on epoch:    74, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 175.8855743408s, input_fired_time: 1.8663973808, output_fired_time: 1.7123787403, propagate_forward_time: 67.5991058350, propagate_backward_time: 101.5751571655, weight_update_time: 0.1961653084, other_time: 3.1325454712
epoch time: 14.3003511429s, input_fired_time: 0.2340203673, output_fired_time: 0.0000000000, propagate_forward_time: 13.4940328598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5722980499
validation[          , genome  6352] predictions:    9812/  10000 (98.12%), best:    9808/10000 (98.08%), error:       648.91156, best error:       581.41357 on epoch:    74, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 177.4943237305s, input_fired_time: 1.9019939899, output_fired_time: 1.7311500311, propagate_forward_time: 68.0334472656, propagate_backward_time: 102.6096572876, weight_update_time: 0.2011780888, other_time: 3.2180709839
epoch time: 14.2282848358s, input_fired_time: 0.2319507897, output_fired_time: 0.0000000000, propagate_forward_time: 13.4262218475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5701122284
validation[          , genome  6352] predictions:    9794/  10000 (97.94%), best:    9808/10000 (98.08%), error:       684.60889, best error:       581.41357 on epoch:    74, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 177.6258392334s, input_fired_time: 1.8730790615, output_fired_time: 1.7324030399, propagate_forward_time: 68.1661605835, propagate_backward_time: 102.7380218506, weight_update_time: 0.2037373036, other_time: 3.1161727905
epoch time: 14.4397106171s, input_fired_time: 0.2326927632, output_fired_time: 0.0000000000, propagate_forward_time: 13.6536760330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5533418655
validation[          , genome  6352] predictions:    9760/  10000 (97.60%), best:    9808/10000 (98.08%), error:       724.78992, best error:       581.41357 on epoch:    74, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 176.4290618896s, input_fired_time: 1.8634952307, output_fired_time: 1.7206100225, propagate_forward_time: 67.7206420898, propagate_backward_time: 102.0327835083, weight_update_time: 0.1956368536, other_time: 3.0915298462
epoch time: 14.3670167923s, input_fired_time: 0.2310012579, output_fired_time: 0.0000000000, propagate_forward_time: 13.5849981308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5510177612
validation[          , genome  6352] predictions:    9812/  10000 (98.12%), best:    9808/10000 (98.08%), error:       634.72913, best error:       581.41357 on epoch:    74, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 177.7646331787s, input_fired_time: 1.9051004648, output_fired_time: 1.7304234505, propagate_forward_time: 68.1385879517, propagate_backward_time: 102.7724227905, weight_update_time: 0.2013260424, other_time: 3.2180938721
epoch time: 14.5002975464s, input_fired_time: 0.2346948385, output_fired_time: 0.0000000000, propagate_forward_time: 13.6939897537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5716133118
validation[          , genome  6352] predictions:    9814/  10000 (98.14%), best:    9808/10000 (98.08%), error:       619.33307, best error:       581.41357 on epoch:    74, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 178.0977935791s, input_fired_time: 1.9110349417, output_fired_time: 1.7314007282, propagate_forward_time: 68.3037872314, propagate_backward_time: 102.9278182983, weight_update_time: 0.2003702521, other_time: 3.2237472534
epoch time: 14.5342607498s, input_fired_time: 0.2359818518, output_fired_time: 0.0000000000, propagate_forward_time: 13.7255239487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5727548599
validation[          , genome  6352] predictions:    9724/  10000 (97.24%), best:    9808/10000 (98.08%), error:       871.16534, best error:       581.41357 on epoch:    74, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 177.6365356445s, input_fired_time: 1.9054177999, output_fired_time: 1.7301731110, propagate_forward_time: 68.1452026367, propagate_backward_time: 102.6475143433, weight_update_time: 0.2009663731, other_time: 3.2082290649
epoch time: 14.5264072418s, input_fired_time: 0.2312280238, output_fired_time: 0.0000000000, propagate_forward_time: 13.7396564484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5555229187
validation[          , genome  6352] predictions:    9809/  10000 (98.09%), best:    9808/10000 (98.08%), error:       644.64850, best error:       581.41357 on epoch:    74, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 176.9308166504s, input_fired_time: 1.9072090387, output_fired_time: 1.7296977043, propagate_forward_time: 67.7831115723, propagate_backward_time: 102.2882690430, weight_update_time: 0.2020345479, other_time: 3.2225341797
epoch time: 14.4311866760s, input_fired_time: 0.2340763062, output_fired_time: 0.0000000000, propagate_forward_time: 13.6280231476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5690870285
validation[          , genome  6352] predictions:    9769/  10000 (97.69%), best:    9808/10000 (98.08%), error:       711.35168, best error:       581.41357 on epoch:    74, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 177.8046264648s, input_fired_time: 1.8772059679, output_fired_time: 1.7310736179, propagate_forward_time: 68.2784042358, propagate_backward_time: 102.7994766235, weight_update_time: 0.1968518645, other_time: 3.1184539795
epoch time: 14.4675588608s, input_fired_time: 0.2320186943, output_fired_time: 0.0000000000, propagate_forward_time: 13.6792192459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5563211441
validation[          , genome  6352] predictions:    9755/  10000 (97.55%), best:    9808/10000 (98.08%), error:       789.54657, best error:       581.41357 on epoch:    74, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 176.9602661133s, input_fired_time: 1.8871643543, output_fired_time: 1.7242401838, propagate_forward_time: 67.8473434448, propagate_backward_time: 102.3479690552, weight_update_time: 0.1983895749, other_time: 3.1535491943
epoch time: 14.3459024429s, input_fired_time: 0.2314185649, output_fired_time: 0.0000000000, propagate_forward_time: 13.5626230240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5518608093
validation[          , genome  6352] predictions:    9784/  10000 (97.84%), best:    9808/10000 (98.08%), error:       698.34985, best error:       581.41357 on epoch:    74, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 176.8437957764s, input_fired_time: 1.8978182077, output_fired_time: 1.7184163332, propagate_forward_time: 67.9055175781, propagate_backward_time: 102.1588287354, weight_update_time: 0.1983464807, other_time: 3.1632232666
epoch time: 14.4326295853s, input_fired_time: 0.2342523038, output_fired_time: 0.0000000000, propagate_forward_time: 13.6292009354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5691766739
validation[          , genome  6352] predictions:    9795/  10000 (97.95%), best:    9808/10000 (98.08%), error:       707.81055, best error:       581.41357 on epoch:    74, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 177.5841827393s, input_fired_time: 1.8791857958, output_fired_time: 1.7326436043, propagate_forward_time: 68.1551742554, propagate_backward_time: 102.7254104614, weight_update_time: 0.1972231567, other_time: 3.0917663574
epoch time: 14.4047374725s, input_fired_time: 0.2317376137, output_fired_time: 0.0000000000, propagate_forward_time: 13.6210680008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5519323349
validation[          , genome  6352] predictions:    9742/  10000 (97.42%), best:    9808/10000 (98.08%), error:       823.99432, best error:       581.41357 on epoch:    74, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 177.4517974854s, input_fired_time: 1.8919844627, output_fired_time: 1.7264879942, propagate_forward_time: 68.1365890503, propagate_backward_time: 102.5512771606, weight_update_time: 0.1968422979, other_time: 3.1454620361
epoch time: 14.4475603104s, input_fired_time: 0.2300179154, output_fired_time: 0.0000000000, propagate_forward_time: 13.6650991440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5524435043
validation[          , genome  6352] predictions:    9759/  10000 (97.59%), best:    9808/10000 (98.08%), error:       810.34344, best error:       581.41357 on epoch:    74, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 177.0392456055s, input_fired_time: 1.8934834003, output_fired_time: 1.7277827263, propagate_forward_time: 67.9533767700, propagate_backward_time: 102.3251571655, weight_update_time: 0.1980101317, other_time: 3.1394500732
epoch time: 14.4185781479s, input_fired_time: 0.2367182672, output_fired_time: 0.0000000000, propagate_forward_time: 13.6116828918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5701770782
validation[          , genome  6352] predictions:    9778/  10000 (97.78%), best:    9808/10000 (98.08%), error:       674.40027, best error:       581.41357 on epoch:    74, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 177.9706573486s, input_fired_time: 1.9207413197, output_fired_time: 1.7297214270, propagate_forward_time: 68.3301467896, propagate_backward_time: 102.7651290894, weight_update_time: 0.1991229802, other_time: 3.2249145508
epoch time: 14.2813415527s, input_fired_time: 0.2347588837, output_fired_time: 0.0000000000, propagate_forward_time: 13.4771213531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5694608688
validation[          , genome  6352] predictions:    9786/  10000 (97.86%), best:    9808/10000 (98.08%), error:       686.74615, best error:       581.41357 on epoch:    74, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 177.0655059814s, input_fired_time: 1.9201412201, output_fired_time: 1.7204676867, propagate_forward_time: 67.8921356201, propagate_backward_time: 102.3145675659, weight_update_time: 0.1987761110, other_time: 3.2181930542
epoch time: 14.3897228241s, input_fired_time: 0.2367289364, output_fired_time: 0.0000000000, propagate_forward_time: 13.5828485489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5701456070
validation[          , genome  6352] predictions:    9787/  10000 (97.87%), best:    9808/10000 (98.08%), error:       700.10016, best error:       581.41357 on epoch:    74, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 175.9300231934s, input_fired_time: 1.8745299578, output_fired_time: 1.7215039730, propagate_forward_time: 67.3642349243, propagate_backward_time: 101.8466873169, weight_update_time: 0.1958077401, other_time: 3.1230773926
epoch time: 14.2573890686s, input_fired_time: 0.2324890196, output_fired_time: 0.0000000000, propagate_forward_time: 13.4704837799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5544166565
validation[          , genome  6352] predictions:    9780/  10000 (97.80%), best:    9808/10000 (98.08%), error:       741.12744, best error:       581.41357 on epoch:    74, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 178.3638916016s, input_fired_time: 1.9240503311, output_fired_time: 1.7399061918, propagate_forward_time: 68.4221420288, propagate_backward_time: 103.0546417236, weight_update_time: 0.2002750635, other_time: 3.2231521606
epoch time: 14.5214214325s, input_fired_time: 0.2388792038, output_fired_time: 0.0000000000, propagate_forward_time: 13.7122554779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5702867508
validation[          , genome  6352] predictions:    9794/  10000 (97.94%), best:    9808/10000 (98.08%), error:       651.99561, best error:       581.41357 on epoch:    74, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 177.7528228760s, input_fired_time: 1.8853967190, output_fired_time: 1.7327812910, propagate_forward_time: 68.2071304321, propagate_backward_time: 102.8103179932, weight_update_time: 0.1963532865, other_time: 3.1171951294
epoch time: 14.4337911606s, input_fired_time: 0.2341647297, output_fired_time: 0.0000000000, propagate_forward_time: 13.6470518112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5525741577
validation[          , genome  6352] predictions:    9809/  10000 (98.09%), best:    9808/10000 (98.08%), error:       638.73309, best error:       581.41357 on epoch:    74, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 178.0291442871s, input_fired_time: 1.8919440508, output_fired_time: 1.7303382158, propagate_forward_time: 68.3224411011, propagate_backward_time: 102.9706268311, weight_update_time: 0.1972127259, other_time: 3.1138076782
epoch time: 14.5034389496s, input_fired_time: 0.2332237959, output_fired_time: 0.0000000000, propagate_forward_time: 13.7155389786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5546760559
validation[          , genome  6352] predictions:    9791/  10000 (97.91%), best:    9808/10000 (98.08%), error:       672.97333, best error:       581.41357 on epoch:    74, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 178.1233978271s, input_fired_time: 1.9232950211, output_fired_time: 1.7367464304, propagate_forward_time: 68.3167953491, propagate_backward_time: 102.9256668091, weight_update_time: 0.2002262175, other_time: 3.2209014893
epoch time: 14.5285291672s, input_fired_time: 0.2398851961, output_fired_time: 0.0000000000, propagate_forward_time: 13.7157936096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5728502274
validation[          , genome  6352] predictions:    9789/  10000 (97.89%), best:    9808/10000 (98.08%), error:       651.52362, best error:       581.41357 on epoch:    74, 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: 72.2605056763s, input_fired_time: 1.1655565500, output_fired_time: 0.0000000000, propagate_forward_time: 68.1626892090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9322586060
best training[          , genome  6352] predictions:   49806/  50000 (99.61%), best:    9808/10000 (98.08%), error:       926.53394, best error:       581.41357 on epoch:    74, 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: 14.4146280289s, input_fired_time: 0.2322527766, output_fired_time: 0.0000000000, propagate_forward_time: 13.6126346588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5697402954
   testing[          , genome  6352] predictions:    9837/  10000 (98.37%), best:    9808/10000 (98.08%), error:       527.38599, best error:       581.41357 on epoch:    74, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:14:21 (4304): called boinc_finish(0)

</stderr_txt>
]]>