Nameexact_genome_1512568488_42_5825_0
Workunit2600342
Created7 Dec 2017, 16:33:57 UTC
Sent7 Dec 2017, 16:37:10 UTC
Report deadline10 Dec 2017, 22:56:28 UTC
Received7 Dec 2017, 22:58:48 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time1 hours 3 min 22 sec
CPU time1 hours 3 min 15 sec
Validate stateValid
Credit815.85
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size152.24 MB
Peak swap size154.08 MB
Peak disk usage1.18 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
0, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 33.9157752991s, input_fired_time: 0.6939496398, output_fired_time: 0.4502366483, propagate_forward_time: 13.3199043274, propagate_backward_time: 17.9268417358, weight_update_time: 0.0604852065, other_time: 1.5248413086
epoch time: 2.9534971714s, input_fired_time: 0.0705883354, output_fired_time: 0.0000000000, propagate_forward_time: 2.6172101498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2656986713
validation[          , genome  5825] predictions:    9691/  10000 (96.91%), best:    9679/10000 (96.79%), error:      1091.60974, best error:      1078.31152 on epoch:    10, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 33.3807106018s, input_fired_time: 0.6871341467, output_fired_time: 0.4417924285, propagate_forward_time: 13.0900974274, propagate_backward_time: 17.6791152954, weight_update_time: 0.0584888048, other_time: 1.4825725555
epoch time: 2.9541671276s, input_fired_time: 0.0713295341, output_fired_time: 0.0000000000, propagate_forward_time: 2.6164505482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2663869858
validation[          , genome  5825] predictions:    9638/  10000 (96.38%), best:    9679/10000 (96.79%), error:      1175.48303, best error:      1078.31152 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 33.4169731140s, input_fired_time: 0.6876696348, output_fired_time: 0.4417496920, propagate_forward_time: 13.0906400681, propagate_backward_time: 17.7129573822, weight_update_time: 0.0584067106, other_time: 1.4839572906
epoch time: 2.9530465603s, input_fired_time: 0.0707819760, output_fired_time: 0.0000000000, propagate_forward_time: 2.6162414551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2660231590
validation[          , genome  5825] predictions:    9486/  10000 (94.86%), best:    9679/10000 (96.79%), error:      1665.06641, best error:      1078.31152 on epoch:    10, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 33.4660148621s, input_fired_time: 0.6882393956, output_fired_time: 0.4421043992, propagate_forward_time: 13.1037673950, propagate_backward_time: 17.7504234314, weight_update_time: 0.0585733168, other_time: 1.4814796448
epoch time: 2.9544112682s, input_fired_time: 0.0714356899, output_fired_time: 0.0000000000, propagate_forward_time: 2.6171612740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2658143044
validation[          , genome  5825] predictions:    9645/  10000 (96.45%), best:    9679/10000 (96.79%), error:      1091.78271, best error:      1078.31152 on epoch:    10, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 33.4681587219s, input_fired_time: 0.6870213747, output_fired_time: 0.4421881735, propagate_forward_time: 13.0953664780, propagate_backward_time: 17.7666282654, weight_update_time: 0.0584540218, other_time: 1.4769515991
epoch time: 2.9558391571s, input_fired_time: 0.0719843954, output_fired_time: 0.0000000000, propagate_forward_time: 2.6183588505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2654960155
validation[          , genome  5825] predictions:    9674/  10000 (96.74%), best:    9679/10000 (96.79%), error:      1113.22424, best error:      1078.31152 on epoch:    10, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 33.5282554626s, input_fired_time: 0.6879887581, output_fired_time: 0.4431133568, propagate_forward_time: 13.1150112152, propagate_backward_time: 17.8000793457, weight_update_time: 0.0583942346, other_time: 1.4820613861
epoch time: 2.9557611942s, input_fired_time: 0.0708627105, output_fired_time: 0.0000000000, propagate_forward_time: 2.6176776886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2672207355
validation[          , genome  5825] predictions:    9647/  10000 (96.47%), best:    9679/10000 (96.79%), error:      1125.90759, best error:      1078.31152 on epoch:    10, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 33.5859642029s, input_fired_time: 0.6879214048, output_fired_time: 0.4446644485, propagate_forward_time: 13.1157941818, propagate_backward_time: 17.8494586945, weight_update_time: 0.0582643040, other_time: 1.4881267548
epoch time: 2.9559793472s, input_fired_time: 0.0718035996, output_fired_time: 0.0000000000, propagate_forward_time: 2.6175067425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2666690350
validation[          , genome  5825] predictions:    9645/  10000 (96.45%), best:    9679/10000 (96.79%), error:      1165.91907, best error:      1078.31152 on epoch:    10, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 33.5730934143s, input_fired_time: 0.6908469796, output_fired_time: 0.4443821013, propagate_forward_time: 13.0969247818, propagate_backward_time: 17.8494396210, weight_update_time: 0.0582957007, other_time: 1.4915027618
epoch time: 2.9579026699s, input_fired_time: 0.0723419413, output_fired_time: 0.0000000000, propagate_forward_time: 2.6174037457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2681570053
validation[          , genome  5825] predictions:    9628/  10000 (96.28%), best:    9679/10000 (96.79%), error:      1190.84656, best error:      1078.31152 on epoch:    10, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 33.6460418701s, input_fired_time: 0.6936089396, output_fired_time: 0.4444337487, propagate_forward_time: 13.1099843979, propagate_backward_time: 17.9037055969, weight_update_time: 0.0583651885, other_time: 1.4943084717
epoch time: 2.9780166149s, input_fired_time: 0.0732328966, output_fired_time: 0.0000000000, propagate_forward_time: 2.6354928017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2692909241
validation[          , genome  5825] predictions:    9684/  10000 (96.84%), best:    9684/10000 (96.84%), error:      1065.82373, best error:      1065.82373 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 33.7205848694s, input_fired_time: 0.6935870647, output_fired_time: 0.4438578188, propagate_forward_time: 13.1392831802, propagate_backward_time: 17.9474182129, weight_update_time: 0.0585898533, other_time: 1.4964370728
epoch time: 2.9571011066s, input_fired_time: 0.0717746392, output_fired_time: 0.0000000000, propagate_forward_time: 2.6174125671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2679138184
validation[          , genome  5825] predictions:    9593/  10000 (95.93%), best:    9684/10000 (96.84%), error:      1361.50378, best error:      1065.82373 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 34.0615501404s, input_fired_time: 0.6977346539, output_fired_time: 0.4504562616, propagate_forward_time: 13.2637405396, propagate_backward_time: 18.1391773224, weight_update_time: 0.0590956099, other_time: 1.5104427338
epoch time: 2.9574666023s, input_fired_time: 0.0710134953, output_fired_time: 0.0000000000, propagate_forward_time: 2.6188552380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2675979137
validation[          , genome  5825] predictions:    9615/  10000 (96.15%), best:    9684/10000 (96.84%), error:      1318.18237, best error:      1065.82373 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 33.7644577026s, input_fired_time: 0.6929942966, output_fired_time: 0.4440313578, propagate_forward_time: 13.1037960052, propagate_backward_time: 18.0266666412, weight_update_time: 0.0585015230, other_time: 1.4969711304
epoch time: 2.9583756924s, input_fired_time: 0.0722115785, output_fired_time: 0.0000000000, propagate_forward_time: 2.6178150177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2683491707
validation[          , genome  5825] predictions:    9537/  10000 (95.37%), best:    9684/10000 (96.84%), error:      1531.94739, best error:      1065.82373 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 33.9257965088s, input_fired_time: 0.6978874207, output_fired_time: 0.4554308951, propagate_forward_time: 13.1413106918, propagate_backward_time: 18.1031131744, weight_update_time: 0.0597485043, other_time: 1.5280551910
epoch time: 2.9600028992s, input_fired_time: 0.0726004541, output_fired_time: 0.0000000000, propagate_forward_time: 2.6180377007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2693648338
validation[          , genome  5825] predictions:    9682/  10000 (96.82%), best:    9684/10000 (96.84%), error:      1078.13379, best error:      1065.82373 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 33.7988700867s, input_fired_time: 0.6953825355, output_fired_time: 0.4433727264, propagate_forward_time: 13.0947113037, propagate_backward_time: 18.0435504913, weight_update_time: 0.0583910272, other_time: 1.5218563080
epoch time: 2.9562416077s, input_fired_time: 0.0722194090, output_fired_time: 0.0000000000, propagate_forward_time: 2.6183915138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2656307220
validation[          , genome  5825] predictions:    9674/  10000 (96.74%), best:    9674/10000 (96.74%), error:      1040.73914, best error:      1040.73914 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 33.8562660217s, input_fired_time: 0.6955360770, output_fired_time: 0.4457587302, propagate_forward_time: 13.1175403595, propagate_backward_time: 18.0735759735, weight_update_time: 0.0584603399, other_time: 1.5238533020
epoch time: 2.9594852924s, input_fired_time: 0.0724313930, output_fired_time: 0.0000000000, propagate_forward_time: 2.6171550751, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2698988914
validation[          , genome  5825] predictions:    9713/  10000 (97.13%), best:    9713/10000 (97.13%), error:       993.26849, best error:       993.26849 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 33.8789482117s, input_fired_time: 0.6943839788, output_fired_time: 0.4452100396, propagate_forward_time: 13.1011276245, propagate_backward_time: 18.1088333130, weight_update_time: 0.0584205873, other_time: 1.5293922424
epoch time: 2.9600589275s, input_fired_time: 0.0727636516, output_fired_time: 0.0000000000, propagate_forward_time: 2.6162855625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2710096836
validation[          , genome  5825] predictions:    9642/  10000 (96.42%), best:    9713/10000 (97.13%), error:      1179.62317, best error:       993.26849 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 33.9214859009s, input_fired_time: 0.6972166300, output_fired_time: 0.4424885809, propagate_forward_time: 13.1041431427, propagate_backward_time: 18.1434726715, weight_update_time: 0.0585701838, other_time: 1.5341644287
epoch time: 2.9606759548s, input_fired_time: 0.0715923235, output_fired_time: 0.0000000000, propagate_forward_time: 2.6192278862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2698557377
validation[          , genome  5825] predictions:    9693/  10000 (96.93%), best:    9713/10000 (97.13%), error:      1025.23730, best error:       993.26849 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 33.9769859314s, input_fired_time: 0.6952515841, output_fired_time: 0.4451418817, propagate_forward_time: 13.1390924454, propagate_backward_time: 18.1905937195, weight_update_time: 0.0587301739, other_time: 1.5069084167
epoch time: 2.9548261166s, input_fired_time: 0.0688971579, output_fired_time: 0.0000000000, propagate_forward_time: 2.6175191402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2684097290
validation[          , genome  5825] predictions:    9558/  10000 (95.58%), best:    9713/10000 (97.13%), error:      1466.53809, best error:       993.26849 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 33.8694000244s, input_fired_time: 0.6920243502, output_fired_time: 0.4425471425, propagate_forward_time: 13.0979270935, propagate_backward_time: 18.1385822296, weight_update_time: 0.0587727576, other_time: 1.4983196259
epoch time: 2.9582338333s, input_fired_time: 0.0726560652, output_fired_time: 0.0000000000, propagate_forward_time: 2.6183092594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2672684193
validation[          , genome  5825] predictions:    9591/  10000 (95.91%), best:    9713/10000 (97.13%), error:      1303.37207, best error:       993.26849 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 33.9708633423s, input_fired_time: 0.6949387789, output_fired_time: 0.4431130290, propagate_forward_time: 13.0990457535, propagate_backward_time: 18.2306766510, weight_update_time: 0.0587922633, other_time: 1.5030918121
epoch time: 2.9693560600s, input_fired_time: 0.0723239332, output_fired_time: 0.0000000000, propagate_forward_time: 2.6283087730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2687232494
validation[          , genome  5825] predictions:    9643/  10000 (96.43%), best:    9713/10000 (97.13%), error:      1189.60828, best error:       993.26849 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 34.0335426331s, input_fired_time: 0.6945371628, output_fired_time: 0.4428894520, propagate_forward_time: 13.1090974808, propagate_backward_time: 18.2841644287, weight_update_time: 0.0589468889, other_time: 1.5028533936
epoch time: 2.9573369026s, input_fired_time: 0.0719359815, output_fired_time: 0.0000000000, propagate_forward_time: 2.6177585125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2676424980
validation[          , genome  5825] predictions:    9665/  10000 (96.65%), best:    9713/10000 (97.13%), error:      1063.63281, best error:       993.26849 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 34.0555725098s, input_fired_time: 0.6979113221, output_fired_time: 0.4433068037, propagate_forward_time: 13.1260900497, propagate_backward_time: 18.2893161774, weight_update_time: 0.0589030199, other_time: 1.4989490509
epoch time: 2.9584691525s, input_fired_time: 0.0728517175, output_fired_time: 0.0000000000, propagate_forward_time: 2.6176962852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2679212093
validation[          , genome  5825] predictions:    9674/  10000 (96.74%), best:    9713/10000 (97.13%), error:      1076.73853, best error:       993.26849 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 34.1706161499s, input_fired_time: 0.7031999230, output_fired_time: 0.4473909140, propagate_forward_time: 13.1256542206, propagate_backward_time: 18.3721485138, weight_update_time: 0.0593300723, other_time: 1.5222206116
epoch time: 2.9617266655s, input_fired_time: 0.0720926300, output_fired_time: 0.0000000000, propagate_forward_time: 2.6194591522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2701749802
validation[          , genome  5825] predictions:    9701/  10000 (97.01%), best:    9701/10000 (97.01%), error:       986.62433, best error:       986.62433 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 34.1059455872s, input_fired_time: 0.7000234723, output_fired_time: 0.4455073774, propagate_forward_time: 13.1093006134, propagate_backward_time: 18.3459396362, weight_update_time: 0.0588086881, other_time: 1.5051746368
epoch time: 2.9617009163s, input_fired_time: 0.0726960227, output_fired_time: 0.0000000000, propagate_forward_time: 2.6201052666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2688996792
validation[          , genome  5825] predictions:    9671/  10000 (96.71%), best:    9701/10000 (97.01%), error:      1089.31677, best error:       986.62433 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 34.1260910034s, input_fired_time: 0.7018195391, output_fired_time: 0.4437151551, propagate_forward_time: 13.1064395905, propagate_backward_time: 18.3674602509, weight_update_time: 0.0588465892, other_time: 1.5066566467
epoch time: 2.9639675617s, input_fired_time: 0.0736974180, output_fired_time: 0.0000000000, propagate_forward_time: 2.6201391220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2701311111
validation[          , genome  5825] predictions:    9696/  10000 (96.96%), best:    9696/10000 (96.96%), error:       979.67334, best error:       979.67334 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 34.1724395752s, input_fired_time: 0.7006084323, output_fired_time: 0.4438740909, propagate_forward_time: 13.1081600189, propagate_backward_time: 18.4139080048, weight_update_time: 0.0588035174, other_time: 1.5058898926
epoch time: 2.9644422531s, input_fired_time: 0.0730593204, output_fired_time: 0.0000000000, propagate_forward_time: 2.6200759411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2713069916
validation[          , genome  5825] predictions:    9683/  10000 (96.83%), best:    9696/10000 (96.96%), error:      1078.68982, best error:       979.67334 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 34.2851219177s, input_fired_time: 0.6987654567, output_fired_time: 0.4457381070, propagate_forward_time: 13.1628828049, propagate_backward_time: 18.4794960022, weight_update_time: 0.0602717027, other_time: 1.4982376099
epoch time: 2.9642481804s, input_fired_time: 0.0736650154, output_fired_time: 0.0000000000, propagate_forward_time: 2.6219930649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2685902119
validation[          , genome  5825] predictions:    9701/  10000 (97.01%), best:    9696/10000 (96.96%), error:       990.29669, best error:       979.67334 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 34.3451271057s, input_fired_time: 0.7003328800, output_fired_time: 0.4454726577, propagate_forward_time: 13.1751356125, propagate_backward_time: 18.5291118622, weight_update_time: 0.0587025732, other_time: 1.4950733185
epoch time: 2.9611535072s, input_fired_time: 0.0730084479, output_fired_time: 0.0000000000, propagate_forward_time: 2.6203706264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2677743435
validation[          , genome  5825] predictions:    9641/  10000 (96.41%), best:    9696/10000 (96.96%), error:      1231.70679, best error:       979.67334 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 34.2920875549s, input_fired_time: 0.6977267861, output_fired_time: 0.4427849054, propagate_forward_time: 13.1449651718, propagate_backward_time: 18.5247993469, weight_update_time: 0.0584596358, other_time: 1.4818115234
epoch time: 2.9539778233s, input_fired_time: 0.0724885017, output_fired_time: 0.0000000000, propagate_forward_time: 2.6167852879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2647039890
validation[          , genome  5825] predictions:    9696/  10000 (96.96%), best:    9696/10000 (96.96%), error:      1063.12329, best error:       979.67334 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 34.1979866028s, input_fired_time: 0.6963053942, output_fired_time: 0.4423361421, propagate_forward_time: 13.0964946747, propagate_backward_time: 18.5067958832, weight_update_time: 0.0582240373, other_time: 1.4560546875
epoch time: 2.9570267200s, input_fired_time: 0.0731006563, output_fired_time: 0.0000000000, propagate_forward_time: 2.6169340611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2669920921
validation[          , genome  5825] predictions:    9670/  10000 (96.70%), best:    9696/10000 (96.96%), error:      1116.75842, best error:       979.67334 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 34.2284698486s, input_fired_time: 0.6986196637, output_fired_time: 0.4424496889, propagate_forward_time: 13.1029615402, propagate_backward_time: 18.5256805420, weight_update_time: 0.0582993738, other_time: 1.4587554932
epoch time: 2.9584527016s, input_fired_time: 0.0728628933, output_fired_time: 0.0000000000, propagate_forward_time: 2.6179962158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2675936222
validation[          , genome  5825] predictions:    9709/  10000 (97.09%), best:    9709/10000 (97.09%), error:       977.26001, best error:       977.26001 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 34.8362236023s, input_fired_time: 0.7056444883, output_fired_time: 0.4487049580, propagate_forward_time: 13.3450469971, propagate_backward_time: 18.8511943817, weight_update_time: 0.0596483424, other_time: 1.4856357574
epoch time: 2.9586174488s, input_fired_time: 0.0732131079, output_fired_time: 0.0000000000, propagate_forward_time: 2.6196386814, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2657656670
validation[          , genome  5825] predictions:    9696/  10000 (96.96%), best:    9709/10000 (97.09%), error:       995.71747, best error:       977.26001 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 34.5347633362s, input_fired_time: 0.7012153864, output_fired_time: 0.4455905557, propagate_forward_time: 13.2135267258, propagate_backward_time: 18.7086544037, weight_update_time: 0.0584256724, other_time: 1.4657764435
epoch time: 2.9548196793s, input_fired_time: 0.0732559115, output_fired_time: 0.0000000000, propagate_forward_time: 2.6176898479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2638738155
validation[          , genome  5825] predictions:    9654/  10000 (96.54%), best:    9709/10000 (97.09%), error:      1131.88123, best error:       977.26001 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 34.3731803894s, input_fired_time: 0.7011326551, output_fired_time: 0.4427361488, propagate_forward_time: 13.1640005112, propagate_backward_time: 18.6075725555, weight_update_time: 0.0584133156, other_time: 1.4577350616
epoch time: 2.9722971916s, input_fired_time: 0.0727502406, output_fired_time: 0.0000000000, propagate_forward_time: 2.6349461079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2646007538
validation[          , genome  5825] predictions:    9649/  10000 (96.49%), best:    9709/10000 (97.09%), error:      1130.29785, best error:       977.26001 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 34.3172187805s, input_fired_time: 0.6985458732, output_fired_time: 0.4435087740, propagate_forward_time: 13.0918321609, propagate_backward_time: 18.6323566437, weight_update_time: 0.0581149794, other_time: 1.4509754181
epoch time: 2.9536480904s, input_fired_time: 0.0736453459, output_fired_time: 0.0000000000, propagate_forward_time: 2.6165585518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2634441853
validation[          , genome  5825] predictions:    9695/  10000 (96.95%), best:    9709/10000 (97.09%), error:      1047.03137, best error:       977.26001 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 34.3948364258s, input_fired_time: 0.6994920969, output_fired_time: 0.4430924356, propagate_forward_time: 13.1436853409, propagate_backward_time: 18.6583957672, weight_update_time: 0.0582096018, other_time: 1.4501705170
epoch time: 2.9580094814s, input_fired_time: 0.0737189278, output_fired_time: 0.0000000000, propagate_forward_time: 2.6200432777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2642471790
validation[          , genome  5825] predictions:    9623/  10000 (96.23%), best:    9709/10000 (97.09%), error:      1235.85120, best error:       977.26001 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 34.4600906372s, input_fired_time: 0.7066479921, output_fired_time: 0.4435507953, propagate_forward_time: 13.1354808807, propagate_backward_time: 18.6578636169, weight_update_time: 0.0618260950, other_time: 1.5165462494
epoch time: 2.9581124783s, input_fired_time: 0.0736224502, output_fired_time: 0.0000000000, propagate_forward_time: 2.6177382469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2667517662
validation[          , genome  5825] predictions:    9710/  10000 (97.10%), best:    9709/10000 (97.09%), error:      1039.16101, best error:       977.26001 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 34.4630241394s, input_fired_time: 0.7055265903, output_fired_time: 0.4428164065, propagate_forward_time: 13.1113367081, propagate_backward_time: 18.6901302338, weight_update_time: 0.0606131256, other_time: 1.5132122040
epoch time: 3.8595952988s, input_fired_time: 0.0879980698, output_fired_time: 0.0000000000, propagate_forward_time: 3.4447648525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3268322945
validation[          , genome  5825] predictions:    9704/  10000 (97.04%), best:    9709/10000 (97.09%), error:       982.64868, best error:       977.26001 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 34.6916313171s, input_fired_time: 0.7083106041, output_fired_time: 0.4456163645, propagate_forward_time: 13.1875400543, propagate_backward_time: 18.8265743256, weight_update_time: 0.0611832067, other_time: 1.5235900879
epoch time: 2.9646515846s, input_fired_time: 0.0746580064, output_fired_time: 0.0000000000, propagate_forward_time: 2.6199364662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2700572014
validation[          , genome  5825] predictions:    9647/  10000 (96.47%), best:    9709/10000 (97.09%), error:      1175.09399, best error:       977.26001 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 34.5125503540s, input_fired_time: 0.7096232772, output_fired_time: 0.4420331120, propagate_forward_time: 13.1086416245, propagate_backward_time: 18.7297477722, weight_update_time: 0.0611546263, other_time: 1.5225067139
epoch time: 2.9617319107s, input_fired_time: 0.0740328953, output_fired_time: 0.0000000000, propagate_forward_time: 2.6188859940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2688131332
validation[          , genome  5825] predictions:    9665/  10000 (96.65%), best:    9709/10000 (97.09%), error:      1051.52356, best error:       977.26001 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 34.5473861694s, input_fired_time: 0.7102785110, output_fired_time: 0.4432806373, propagate_forward_time: 13.1289911270, propagate_backward_time: 18.7452468872, weight_update_time: 0.0607505292, other_time: 1.5195922852
epoch time: 2.9622323513s, input_fired_time: 0.0746603683, output_fired_time: 0.0000000000, propagate_forward_time: 2.6185305119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2690415382
validation[          , genome  5825] predictions:    9693/  10000 (96.93%), best:    9709/10000 (97.09%), error:       979.33301, best error:       977.26001 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 34.6013984680s, input_fired_time: 0.7104257941, output_fired_time: 0.4439502060, propagate_forward_time: 13.1423215866, propagate_backward_time: 18.7729091644, weight_update_time: 0.0613676906, other_time: 1.5317897797
epoch time: 3.0921280384s, input_fired_time: 0.0792317465, output_fired_time: 0.0000000000, propagate_forward_time: 2.7230846882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2898116112
validation[          , genome  5825] predictions:    9671/  10000 (96.71%), best:    9709/10000 (97.09%), error:      1131.66907, best error:       977.26001 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 34.6545944214s, input_fired_time: 0.7066717148, output_fired_time: 0.4474607110, propagate_forward_time: 13.1496658325, propagate_backward_time: 18.8500919342, weight_update_time: 0.0595515072, other_time: 1.5007038116
epoch time: 2.9628531933s, input_fired_time: 0.0760207474, output_fired_time: 0.0000000000, propagate_forward_time: 2.6180989742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2687335014
validation[          , genome  5825] predictions:    9690/  10000 (96.90%), best:    9709/10000 (97.09%), error:      1051.10522, best error:       977.26001 on epoch:    44, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 34.4643821716s, input_fired_time: 0.7085990906, output_fired_time: 0.4422042668, propagate_forward_time: 13.0933885574, propagate_backward_time: 18.7184104919, weight_update_time: 0.0608134605, other_time: 1.5017814636
epoch time: 2.9564023018s, input_fired_time: 0.0745254755, output_fired_time: 0.0000000000, propagate_forward_time: 2.6164209843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2654559612
validation[          , genome  5825] predictions:    9701/  10000 (97.01%), best:    9709/10000 (97.09%), error:      1016.06128, best error:       977.26001 on epoch:    44, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 36.5015602112s, input_fired_time: 0.7282576561, output_fired_time: 0.4646913409, propagate_forward_time: 13.9846925735, propagate_backward_time: 19.7481784821, weight_update_time: 0.0629622266, other_time: 1.5757427216
epoch time: 2.9574851990s, input_fired_time: 0.0728990734, output_fired_time: 0.0000000000, propagate_forward_time: 2.6172342300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2673518658
validation[          , genome  5825] predictions:    9671/  10000 (96.71%), best:    9709/10000 (97.09%), error:      1055.01904, best error:       977.26001 on epoch:    44, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 37.5081405640s, input_fired_time: 0.7364352942, output_fired_time: 0.4737686217, propagate_forward_time: 14.4460000992, propagate_backward_time: 20.2314109802, weight_update_time: 0.0643884018, other_time: 1.6205253601
epoch time: 2.9602816105s, input_fired_time: 0.0741270185, output_fired_time: 0.0000000000, propagate_forward_time: 2.6173694134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2687852383
validation[          , genome  5825] predictions:    9692/  10000 (96.92%), best:    9709/10000 (97.09%), error:      1084.43579, best error:       977.26001 on epoch:    44, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 35.2696418762s, input_fired_time: 0.7142222524, output_fired_time: 0.4512826800, propagate_forward_time: 13.4120140076, propagate_backward_time: 19.1510448456, weight_update_time: 0.0611719154, other_time: 1.5410785675
epoch time: 2.9656941891s, input_fired_time: 0.0757720843, output_fired_time: 0.0000000000, propagate_forward_time: 2.6176197529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2723023891
validation[          , genome  5825] predictions:    9672/  10000 (96.72%), best:    9709/10000 (97.09%), error:      1115.93372, best error:       977.26001 on epoch:    44, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 34.6450233459s, input_fired_time: 0.7127254605, output_fired_time: 0.4468626976, propagate_forward_time: 13.1084165573, propagate_backward_time: 18.8525676727, weight_update_time: 0.0608393773, other_time: 1.5244503021
epoch time: 2.9632480145s, input_fired_time: 0.0742826760, output_fired_time: 0.0000000000, propagate_forward_time: 2.6169753075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2719900608
validation[          , genome  5825] predictions:    9655/  10000 (96.55%), best:    9709/10000 (97.09%), error:      1122.11047, best error:       977.26001 on epoch:    44, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 34.5649566650s, input_fired_time: 0.7094941735, output_fired_time: 0.4443138540, propagate_forward_time: 13.1680173874, propagate_backward_time: 18.7216415405, weight_update_time: 0.0606919527, other_time: 1.5214881897
epoch time: 2.9924650192s, input_fired_time: 0.0763908029, output_fired_time: 0.0000000000, propagate_forward_time: 2.6353189945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2807552814
validation[          , genome  5825] predictions:    9649/  10000 (96.49%), best:    9709/10000 (97.09%), error:      1185.80688, best error:       977.26001 on epoch:    44, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 34.3479080200s, input_fired_time: 0.7064411044, output_fired_time: 0.4445368648, propagate_forward_time: 13.1471023560, propagate_backward_time: 18.5223522186, weight_update_time: 0.0607202575, other_time: 1.5274753571
epoch time: 2.9621591568s, input_fired_time: 0.0733482689, output_fired_time: 0.0000000000, propagate_forward_time: 2.6208641529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2679467201
validation[          , genome  5825] predictions:    9554/  10000 (95.54%), best:    9709/10000 (97.09%), error:      1538.54810, best error:       977.26001 on epoch:    44, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 34.2429161072s, input_fired_time: 0.7011500597, output_fired_time: 0.4416556060, propagate_forward_time: 13.1036214828, propagate_backward_time: 18.5021114349, weight_update_time: 0.0603114553, other_time: 1.4943790436
epoch time: 2.9575040340s, input_fired_time: 0.0728722885, output_fired_time: 0.0000000000, propagate_forward_time: 2.6177184582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2669131756
validation[          , genome  5825] predictions:    9639/  10000 (96.39%), best:    9709/10000 (97.09%), error:      1203.01843, best error:       977.26001 on epoch:    44, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 34.2992935181s, input_fired_time: 0.7047278285, output_fired_time: 0.4450163841, propagate_forward_time: 13.1001405716, propagate_backward_time: 18.5512237549, weight_update_time: 0.0605532862, other_time: 1.4981880188
epoch time: 2.9600822926s, input_fired_time: 0.0730757266, output_fired_time: 0.0000000000, propagate_forward_time: 2.6230018139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2640047073
validation[          , genome  5825] predictions:    9655/  10000 (96.55%), best:    9709/10000 (97.09%), error:      1193.84302, best error:       977.26001 on epoch:    44, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 34.4727096558s, input_fired_time: 0.7049959302, output_fired_time: 0.4451505840, propagate_forward_time: 13.2240619659, propagate_backward_time: 18.6208209991, weight_update_time: 0.0593855567, other_time: 1.4776802063
epoch time: 2.9737401009s, input_fired_time: 0.0761796758, output_fired_time: 0.0000000000, propagate_forward_time: 2.6209471226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2766132355
validation[          , genome  5825] predictions:    9661/  10000 (96.61%), best:    9709/10000 (97.09%), error:      1112.70471, best error:       977.26001 on epoch:    44, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 34.5112380981s, input_fired_time: 0.6980302930, output_fired_time: 0.4434351027, propagate_forward_time: 13.1338500977, propagate_backward_time: 18.7258052826, weight_update_time: 0.0608686805, other_time: 1.5101184845
epoch time: 2.9550554752s, input_fired_time: 0.0721502379, output_fired_time: 0.0000000000, propagate_forward_time: 2.6171281338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2657771111
validation[          , genome  5825] predictions:    9633/  10000 (96.33%), best:    9709/10000 (97.09%), error:      1218.40479, best error:       977.26001 on epoch:    44, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 34.4108428955s, input_fired_time: 0.7006037235, output_fired_time: 0.4421069026, propagate_forward_time: 13.1048545837, propagate_backward_time: 18.6660308838, weight_update_time: 0.0603598841, other_time: 1.4972457886
epoch time: 2.9566538334s, input_fired_time: 0.0730703697, output_fired_time: 0.0000000000, propagate_forward_time: 2.6172003746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2663831711
validation[          , genome  5825] predictions:    9657/  10000 (96.57%), best:    9709/10000 (97.09%), error:      1143.02759, best error:       977.26001 on epoch:    44, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 34.4635200500s, input_fired_time: 0.7030773759, output_fired_time: 0.4419095218, propagate_forward_time: 13.0987138748, propagate_backward_time: 18.7215461731, weight_update_time: 0.0609281845, other_time: 1.4982719421
epoch time: 2.9583392143s, input_fired_time: 0.0742910057, output_fired_time: 0.0000000000, propagate_forward_time: 2.6175060272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2665421963
validation[          , genome  5825] predictions:    9705/  10000 (97.05%), best:    9709/10000 (97.09%), error:      1012.06927, best error:       977.26001 on epoch:    44, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 34.4908599854s, input_fired_time: 0.7091333270, output_fired_time: 0.4420398772, propagate_forward_time: 13.0945882797, propagate_backward_time: 18.7500247955, weight_update_time: 0.0608205423, other_time: 1.4950733185
epoch time: 3.0174634457s, input_fired_time: 0.0778051317, output_fired_time: 0.0000000000, propagate_forward_time: 2.6608090401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2788493633
validation[          , genome  5825] predictions:    9702/  10000 (97.02%), best:    9709/10000 (97.09%), error:       988.59613, best error:       977.26001 on epoch:    44, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 34.6334495544s, input_fired_time: 0.7121945620, output_fired_time: 0.4431958199, propagate_forward_time: 13.1277246475, propagate_backward_time: 18.8479881287, weight_update_time: 0.0607959367, other_time: 1.5023460388
epoch time: 2.9593770504s, input_fired_time: 0.0751485378, output_fired_time: 0.0000000000, propagate_forward_time: 2.6168909073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2673375607
validation[          , genome  5825] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       932.07355, best error:       932.07355 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 34.7850265503s, input_fired_time: 0.7152938843, output_fired_time: 0.4446370602, propagate_forward_time: 13.1806840897, propagate_backward_time: 18.9288597107, weight_update_time: 0.0613752343, other_time: 1.5155525208
epoch time: 2.9598364830s, input_fired_time: 0.0746951923, output_fired_time: 0.0000000000, propagate_forward_time: 2.6180284023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2671129704
validation[          , genome  5825] predictions:    9641/  10000 (96.41%), best:    9733/10000 (97.33%), error:      1211.98584, best error:       932.07355 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 34.6970939636s, input_fired_time: 0.7125664353, output_fired_time: 0.4422780573, propagate_forward_time: 13.1044292450, propagate_backward_time: 18.9325275421, weight_update_time: 0.0617076941, other_time: 1.5052909851
epoch time: 2.9586992264s, input_fired_time: 0.0755412206, output_fired_time: 0.0000000000, propagate_forward_time: 2.6165428162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2666151524
validation[          , genome  5825] predictions:    9696/  10000 (96.96%), best:    9733/10000 (97.33%), error:       977.11658, best error:       932.07355 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 34.7113647461s, input_fired_time: 0.7122184038, output_fired_time: 0.4432953298, propagate_forward_time: 13.1117467880, propagate_backward_time: 18.9328613281, weight_update_time: 0.0619285814, other_time: 1.5112419128
epoch time: 3.0975601673s, input_fired_time: 0.0799966976, output_fired_time: 0.0000000000, propagate_forward_time: 2.7281808853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2893826962
validation[          , genome  5825] predictions:    9605/  10000 (96.05%), best:    9733/10000 (97.33%), error:      1260.57996, best error:       932.07355 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 34.8285064697s, input_fired_time: 0.7127659321, output_fired_time: 0.4435260594, propagate_forward_time: 13.1637544632, propagate_backward_time: 19.0080680847, weight_update_time: 0.0610112287, other_time: 1.5003929138
epoch time: 2.9563229084s, input_fired_time: 0.0743049085, output_fired_time: 0.0000000000, propagate_forward_time: 2.6159198284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2660982609
validation[          , genome  5825] predictions:    9718/  10000 (97.18%), best:    9733/10000 (97.33%), error:       961.92450, best error:       932.07355 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 35.1665077209s, input_fired_time: 0.7169700265, output_fired_time: 0.4479349852, propagate_forward_time: 13.3296146393, propagate_backward_time: 19.1426677704, weight_update_time: 0.0617110915, other_time: 1.5293235779
epoch time: 2.9600703716s, input_fired_time: 0.0747178197, output_fired_time: 0.0000000000, propagate_forward_time: 2.6179304123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2674221992
validation[          , genome  5825] predictions:    9712/  10000 (97.12%), best:    9733/10000 (97.33%), error:       994.72040, best error:       932.07355 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 35.0375823975s, input_fired_time: 0.7131934762, output_fired_time: 0.4465113878, propagate_forward_time: 13.2464504242, propagate_backward_time: 19.0887355804, weight_update_time: 0.0619012602, other_time: 1.5426940918
epoch time: 2.9699034691s, input_fired_time: 0.0744555593, output_fired_time: 0.0000000000, propagate_forward_time: 2.6281211376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2673268318
validation[          , genome  5825] predictions:    9682/  10000 (96.82%), best:    9733/10000 (97.33%), error:      1091.64343, best error:       932.07355 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 34.7228851318s, input_fired_time: 0.7131050229, output_fired_time: 0.4433747232, propagate_forward_time: 13.1266460419, propagate_backward_time: 18.9333610535, weight_update_time: 0.0613407530, other_time: 1.5063991547
epoch time: 2.9659008980s, input_fired_time: 0.0752757564, output_fired_time: 0.0000000000, propagate_forward_time: 2.6201078892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2705173492
validation[          , genome  5825] predictions:    9682/  10000 (96.82%), best:    9733/10000 (97.33%), error:      1091.90173, best error:       932.07355 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 34.7857208252s, input_fired_time: 0.7113272548, output_fired_time: 0.4422976673, propagate_forward_time: 13.1604499817, propagate_backward_time: 18.9655685425, weight_update_time: 0.0614293776, other_time: 1.5060768127
epoch time: 3.3801691532s, input_fired_time: 0.0808244869, output_fired_time: 0.0000000000, propagate_forward_time: 3.0015850067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2977597713
validation[          , genome  5825] predictions:    9728/  10000 (97.28%), best:    9733/10000 (97.33%), error:       968.79944, best error:       932.07355 on epoch:    71, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 34.7358818054s, input_fired_time: 0.7083412409, output_fired_time: 0.4428397715, propagate_forward_time: 13.1039037704, propagate_backward_time: 18.9804439545, weight_update_time: 0.0613317266, other_time: 1.5003528595
epoch time: 2.9570536613s, input_fired_time: 0.0751047954, output_fired_time: 0.0000000000, propagate_forward_time: 2.6163134575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2656354904
validation[          , genome  5825] predictions:    9709/  10000 (97.09%), best:    9733/10000 (97.33%), error:       995.85870, best error:       932.07355 on epoch:    71, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 34.6822776794s, input_fired_time: 0.7088415623, output_fired_time: 0.4421203136, propagate_forward_time: 13.0982446671, propagate_backward_time: 18.9351825714, weight_update_time: 0.0614718199, other_time: 1.4978885651
epoch time: 2.9596445560s, input_fired_time: 0.0757903084, output_fired_time: 0.0000000000, propagate_forward_time: 2.6180205345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2658336163
validation[          , genome  5825] predictions:    9711/  10000 (97.11%), best:    9733/10000 (97.33%), error:       984.00659, best error:       932.07355 on epoch:    71, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 34.6928863525s, input_fired_time: 0.7088235617, output_fired_time: 0.4415736496, propagate_forward_time: 13.1055488586, propagate_backward_time: 18.9390754700, weight_update_time: 0.0615083054, other_time: 1.4978637695
epoch time: 2.9559946060s, input_fired_time: 0.0734523609, output_fired_time: 0.0000000000, propagate_forward_time: 2.6162536144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2662885189
validation[          , genome  5825] predictions:    9704/  10000 (97.04%), best:    9733/10000 (97.33%), error:       997.70972, best error:       932.07355 on epoch:    71, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 34.7540206909s, input_fired_time: 0.7055598497, output_fired_time: 0.4427966475, propagate_forward_time: 13.1060972214, propagate_backward_time: 18.9949283600, weight_update_time: 0.0617893040, other_time: 1.5046405792
epoch time: 2.9583938122s, input_fired_time: 0.0745913014, output_fired_time: 0.0000000000, propagate_forward_time: 2.6172015667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2666008472
validation[          , genome  5825] predictions:    9622/  10000 (96.22%), best:    9733/10000 (97.33%), error:      1273.34644, best error:       932.07355 on epoch:    71, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 34.7744064331s, input_fired_time: 0.7099919319, output_fired_time: 0.4432793260, propagate_forward_time: 13.0977468491, propagate_backward_time: 19.0180988312, weight_update_time: 0.0621937737, other_time: 1.5052890778
epoch time: 2.9621798992s, input_fired_time: 0.0760409757, output_fired_time: 0.0000000000, propagate_forward_time: 2.6173732281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2687656879
validation[          , genome  5825] predictions:    9732/  10000 (97.32%), best:    9732/10000 (97.32%), error:       898.81317, best error:       898.81317 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 34.6850318909s, input_fired_time: 0.7124699950, output_fired_time: 0.4420262575, propagate_forward_time: 13.0936508179, propagate_backward_time: 18.9329948425, weight_update_time: 0.0622497089, other_time: 1.5038871765
epoch time: 2.9644720554s, input_fired_time: 0.0761394948, output_fired_time: 0.0000000000, propagate_forward_time: 2.6198725700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2684600353
validation[          , genome  5825] predictions:    9675/  10000 (96.75%), best:    9732/10000 (97.32%), error:      1122.80872, best error:       898.81317 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 34.7823486328s, input_fired_time: 0.7144219279, output_fired_time: 0.4423739016, propagate_forward_time: 13.1071653366, propagate_backward_time: 18.9947509766, weight_update_time: 0.0628803447, other_time: 1.5236358643
epoch time: 2.9641611576s, input_fired_time: 0.0754873902, output_fired_time: 0.0000000000, propagate_forward_time: 2.6186268330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2700469494
validation[          , genome  5825] predictions:    9711/  10000 (97.11%), best:    9732/10000 (97.32%), error:       950.09131, best error:       898.81317 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 34.7264595032s, input_fired_time: 0.7099331021, output_fired_time: 0.4433166385, propagate_forward_time: 13.1214132309, propagate_backward_time: 18.9210109711, weight_update_time: 0.0635621101, other_time: 1.5307826996
epoch time: 2.9707863331s, input_fired_time: 0.0739532858, output_fired_time: 0.0000000000, propagate_forward_time: 2.6243684292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2724645138
validation[          , genome  5825] predictions:    9628/  10000 (96.28%), best:    9732/10000 (97.32%), error:      1246.37585, best error:       898.81317 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 34.5840873718s, input_fired_time: 0.7103416324, output_fired_time: 0.4446116984, propagate_forward_time: 13.1829719543, propagate_backward_time: 18.7093620300, weight_update_time: 0.0629277676, other_time: 1.5368003845
epoch time: 2.9651165009s, input_fired_time: 0.0750608146, output_fired_time: 0.0000000000, propagate_forward_time: 2.6203367710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2697188854
validation[          , genome  5825] predictions:    9639/  10000 (96.39%), best:    9732/10000 (97.32%), error:      1227.08276, best error:       898.81317 on epoch:    84, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 34.4809188843s, input_fired_time: 0.7090135217, output_fired_time: 0.4431167841, propagate_forward_time: 13.1391668320, propagate_backward_time: 18.6644687653, weight_update_time: 0.0629732162, other_time: 1.5251522064
epoch time: 2.9624292850s, input_fired_time: 0.0749152750, output_fired_time: 0.0000000000, propagate_forward_time: 2.6178810596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2696330547
validation[          , genome  5825] predictions:    9678/  10000 (96.78%), best:    9732/10000 (97.32%), error:      1104.68982, best error:       898.81317 on epoch:    84, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 34.5283508301s, input_fired_time: 0.7130912542, output_fired_time: 0.4439769387, propagate_forward_time: 13.1503915787, propagate_backward_time: 18.6845073700, weight_update_time: 0.0633332431, other_time: 1.5363826752
epoch time: 2.9632391930s, input_fired_time: 0.0765179321, output_fired_time: 0.0000000000, propagate_forward_time: 2.6176276207, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2690937519
validation[          , genome  5825] predictions:    9690/  10000 (96.90%), best:    9732/10000 (97.32%), error:      1108.51904, best error:       898.81317 on epoch:    84, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 34.3691749573s, input_fired_time: 0.7081977129, output_fired_time: 0.4427715540, propagate_forward_time: 13.0971422195, propagate_backward_time: 18.6200389862, weight_update_time: 0.0624626167, other_time: 1.5010242462
epoch time: 2.9582703114s, input_fired_time: 0.0743717626, output_fired_time: 0.0000000000, propagate_forward_time: 2.6172125340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2666859627
validation[          , genome  5825] predictions:    9671/  10000 (96.71%), best:    9732/10000 (97.32%), error:      1119.89038, best error:       898.81317 on epoch:    84, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 34.4348335266s, input_fired_time: 0.7090094686, output_fired_time: 0.4426335394, propagate_forward_time: 13.1220674515, propagate_backward_time: 18.6392688751, weight_update_time: 0.0628085434, other_time: 1.5218524933
epoch time: 2.9650888443s, input_fired_time: 0.0750250146, output_fired_time: 0.0000000000, propagate_forward_time: 2.6205835342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2694802284
validation[          , genome  5825] predictions:    9691/  10000 (96.91%), best:    9732/10000 (97.32%), error:      1095.84302, best error:       898.81317 on epoch:    84, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 34.8195686340s, input_fired_time: 0.7150055170, output_fired_time: 0.4469259977, propagate_forward_time: 13.2861518860, propagate_backward_time: 18.8280887604, weight_update_time: 0.0633062050, other_time: 1.5433979034
epoch time: 2.9680340290s, input_fired_time: 0.0759074166, output_fired_time: 0.0000000000, propagate_forward_time: 2.6208665371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2712600231
validation[          , genome  5825] predictions:    9656/  10000 (96.56%), best:    9732/10000 (97.32%), error:      1173.72034, best error:       898.81317 on epoch:    84, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 34.8697242737s, input_fired_time: 0.7192317247, output_fired_time: 0.4472140074, propagate_forward_time: 13.2871370316, propagate_backward_time: 18.8397140503, weight_update_time: 0.0639421195, other_time: 1.5764312744
epoch time: 2.9658224583s, input_fired_time: 0.0751024634, output_fired_time: 0.0000000000, propagate_forward_time: 2.6195957661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2711241245
validation[          , genome  5825] predictions:    9694/  10000 (96.94%), best:    9732/10000 (97.32%), error:      1122.04858, best error:       898.81317 on epoch:    84, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 34.9327812195s, input_fired_time: 0.7137656808, output_fired_time: 0.4488352239, propagate_forward_time: 13.3219547272, propagate_backward_time: 18.9043006897, weight_update_time: 0.0639283657, other_time: 1.5439281464
epoch time: 2.9593100548s, input_fired_time: 0.0738874897, output_fired_time: 0.0000000000, propagate_forward_time: 2.6177494526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2676730156
validation[          , genome  5825] predictions:    9682/  10000 (96.82%), best:    9732/10000 (97.32%), error:      1138.37537, best error:       898.81317 on epoch:    84, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 34.4020423889s, input_fired_time: 0.7035045028, output_fired_time: 0.4416941404, propagate_forward_time: 13.0978584290, propagate_backward_time: 18.6515579224, weight_update_time: 0.0636087731, other_time: 1.5074310303
epoch time: 2.9666311741s, input_fired_time: 0.0751982778, output_fired_time: 0.0000000000, propagate_forward_time: 2.6170182228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2744147778
validation[          , genome  5825] predictions:    9675/  10000 (96.75%), best:    9732/10000 (97.32%), error:      1131.18909, best error:       898.81317 on epoch:    84, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 34.5365486145s, input_fired_time: 0.7108625174, output_fired_time: 0.4431239367, propagate_forward_time: 13.1269922256, propagate_backward_time: 18.7316265106, weight_update_time: 0.0642585829, other_time: 1.5239467621
epoch time: 2.9699239731s, input_fired_time: 0.0754041746, output_fired_time: 0.0000000000, propagate_forward_time: 2.6233015060, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2712182999
validation[          , genome  5825] predictions:    9687/  10000 (96.87%), best:    9732/10000 (97.32%), error:      1069.35864, best error:       898.81317 on epoch:    84, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 34.6482734680s, input_fired_time: 0.7090405822, output_fired_time: 0.4451788962, propagate_forward_time: 13.1710271835, propagate_backward_time: 18.7961444855, weight_update_time: 0.0649726391, other_time: 1.5268802643
epoch time: 2.9630222321s, input_fired_time: 0.0739260167, output_fired_time: 0.0000000000, propagate_forward_time: 2.6200268269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2690694332
validation[          , genome  5825] predictions:    9694/  10000 (96.94%), best:    9732/10000 (97.32%), error:      1047.28455, best error:       898.81317 on epoch:    84, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 34.8369712830s, input_fired_time: 0.7113794088, output_fired_time: 0.4483258724, propagate_forward_time: 13.2463378906, propagate_backward_time: 18.8910083771, weight_update_time: 0.0655307099, other_time: 1.5399188995
epoch time: 2.9677674770s, input_fired_time: 0.0754472539, output_fired_time: 0.0000000000, propagate_forward_time: 2.6211416721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2711784840
validation[          , genome  5825] predictions:    9700/  10000 (97.00%), best:    9732/10000 (97.32%), error:      1036.30359, best error:       898.81317 on epoch:    84, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 34.4727935791s, input_fired_time: 0.7048060894, output_fired_time: 0.4438980520, propagate_forward_time: 13.1101970673, propagate_backward_time: 18.6719875336, weight_update_time: 0.0654729083, other_time: 1.5419044495
epoch time: 2.9655423164s, input_fired_time: 0.0737184510, output_fired_time: 0.0000000000, propagate_forward_time: 2.6210851669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2707386017
validation[          , genome  5825] predictions:    9680/  10000 (96.80%), best:    9732/10000 (97.32%), error:      1114.92346, best error:       898.81317 on epoch:    84, 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: 14.9088516235s, input_fired_time: 0.3856295347, output_fired_time: 0.0000000000, propagate_forward_time: 13.1058969498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4173250198
best training[          , genome  5825] predictions:   49416/  50000 (98.83%), best:    9732/10000 (97.32%), error:      2269.92407, best error:       898.81317 on epoch:    84, 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: 2.9700875282s, input_fired_time: 0.0752433613, output_fired_time: 0.0000000000, propagate_forward_time: 2.6204259396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2744181156
   testing[          , genome  5825] predictions:    9756/  10000 (97.56%), best:    9732/10000 (97.32%), error:       798.27295, best error:       898.81317 on epoch:    84, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:58:36 (4339): called boinc_finish(0)

</stderr_txt>
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