Nameexact_genome_1512568488_43_6802_1
Workunit2605268
Created7 Dec 2017, 21:58:32 UTC
Sent7 Dec 2017, 22:07:18 UTC
Report deadline16 Dec 2017, 13:36:29 UTC
Received8 Dec 2017, 7:30:09 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time2 hours 28 min 21 sec
CPU time2 hours 28 min 17 sec
Validate stateValid
Credit2,161.32
Device peak FLOPS3.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.68 MB
Peak swap size152.43 MB
Peak disk usage1.22 MB

Stderr output

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

epoch time: 80.7605056763s, input_fired_time: 0.9532380700, output_fired_time: 0.6052953005, propagate_forward_time: 31.6225433350, propagate_backward_time: 45.6233215332, weight_update_time: 0.0941231102, other_time: 1.9561080933
epoch time: 7.2735586166s, input_fired_time: 0.1046405286, output_fired_time: 0.0000000000, propagate_forward_time: 6.8192114830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3497066498
validation[          , genome  6802] predictions:    9738/  10000 (97.38%), best:    9751/10000 (97.51%), error:       875.40283, best error:       814.84430 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 81.1020355225s, input_fired_time: 0.9637060761, output_fired_time: 0.6081367731, propagate_forward_time: 31.7567501068, propagate_backward_time: 45.7470512390, weight_update_time: 0.0946416780, other_time: 2.0263862610
epoch time: 6.8559832573s, input_fired_time: 0.1039227992, output_fired_time: 0.0000000000, propagate_forward_time: 6.4091711044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3428893089
validation[          , genome  6802] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       805.96686, best error:       805.96686 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 80.9100036621s, input_fired_time: 0.9557008743, output_fired_time: 0.6078933477, propagate_forward_time: 31.6424083710, propagate_backward_time: 45.6751708984, weight_update_time: 0.0945972875, other_time: 2.0288238525
epoch time: 6.8422989845s, input_fired_time: 0.1010880917, output_fired_time: 0.0000000000, propagate_forward_time: 6.3983330727, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3428778648
validation[          , genome  6802] predictions:    9743/  10000 (97.43%), best:    9762/10000 (97.62%), error:       848.96533, best error:       805.96686 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 83.6932983398s, input_fired_time: 0.9744188786, output_fired_time: 0.6244098544, propagate_forward_time: 32.8227882385, propagate_backward_time: 47.2697410583, weight_update_time: 0.0949874818, other_time: 2.0019378662
epoch time: 7.7710299492s, input_fired_time: 0.1072854102, output_fired_time: 0.0000000000, propagate_forward_time: 7.3068723679, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3568720818
validation[          , genome  6802] predictions:    9744/  10000 (97.44%), best:    9762/10000 (97.62%), error:       880.24054, best error:       805.96686 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 80.4771423340s, input_fired_time: 0.9394080043, output_fired_time: 0.6030321121, propagate_forward_time: 31.5032176971, propagate_backward_time: 45.5802192688, weight_update_time: 0.0869540051, other_time: 1.8512611389
epoch time: 6.7291736603s, input_fired_time: 0.0972574353, output_fired_time: 0.0000000000, propagate_forward_time: 6.3098621368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3220539093
validation[          , genome  6802] predictions:    9698/  10000 (96.98%), best:    9762/10000 (97.62%), error:       975.32257, best error:       805.96686 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 80.7519531250s, input_fired_time: 0.9421551824, output_fired_time: 0.6021369696, propagate_forward_time: 31.6313953400, propagate_backward_time: 45.7350273132, weight_update_time: 0.0861648768, other_time: 1.8412437439
epoch time: 6.7607655525s, input_fired_time: 0.0981737003, output_fired_time: 0.0000000000, propagate_forward_time: 6.3394384384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3231534958
validation[          , genome  6802] predictions:    9740/  10000 (97.40%), best:    9762/10000 (97.62%), error:       851.98730, best error:       805.96686 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 81.7756958008s, input_fired_time: 0.9531583190, output_fired_time: 0.6091383696, propagate_forward_time: 32.0931091309, propagate_backward_time: 46.2341537476, weight_update_time: 0.0882933810, other_time: 1.8861389160
epoch time: 6.7231707573s, input_fired_time: 0.0972351506, output_fired_time: 0.0000000000, propagate_forward_time: 6.3033018112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3226337433
validation[          , genome  6802] predictions:    9750/  10000 (97.50%), best:    9762/10000 (97.62%), error:       816.23486, best error:       805.96686 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 84.0150680542s, input_fired_time: 0.9846873879, output_fired_time: 0.6251896620, propagate_forward_time: 32.9469680786, propagate_backward_time: 47.4850463867, weight_update_time: 0.0941125378, other_time: 1.9731750488
epoch time: 7.5848073959s, input_fired_time: 0.1056333855, output_fired_time: 0.0000000000, propagate_forward_time: 7.1228122711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3563618660
validation[          , genome  6802] predictions:    9747/  10000 (97.47%), best:    9762/10000 (97.62%), error:       813.09839, best error:       805.96686 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 84.4827041626s, input_fired_time: 0.9753431678, output_fired_time: 0.6257497668, propagate_forward_time: 33.2262229919, propagate_backward_time: 47.7091636658, weight_update_time: 0.0892754123, other_time: 1.9462280273
epoch time: 6.7722778320s, input_fired_time: 0.0999822170, output_fired_time: 0.0000000000, propagate_forward_time: 6.3463602066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3259353638
validation[          , genome  6802] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       772.91119, best error:       772.91119 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 82.4590301514s, input_fired_time: 0.9625806808, output_fired_time: 0.6127393246, propagate_forward_time: 32.3672065735, propagate_backward_time: 46.6236953735, weight_update_time: 0.0877672732, other_time: 1.8928108215
epoch time: 7.9705843925s, input_fired_time: 0.1116415337, output_fired_time: 0.0000000000, propagate_forward_time: 7.4933242798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3656187057
validation[          , genome  6802] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       765.21838, best error:       765.21838 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 80.3925094604s, input_fired_time: 0.9477363825, output_fired_time: 0.6001315117, propagate_forward_time: 31.5094451904, propagate_backward_time: 45.4802856445, weight_update_time: 0.0859383792, other_time: 1.8549118042
epoch time: 6.7294359207s, input_fired_time: 0.0978712738, output_fired_time: 0.0000000000, propagate_forward_time: 6.3092432022, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3223214149
validation[          , genome  6802] predictions:    9749/  10000 (97.49%), best:    9762/10000 (97.62%), error:       842.31451, best error:       765.21838 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 80.9384384155s, input_fired_time: 0.9460452795, output_fired_time: 0.6002606750, propagate_forward_time: 31.7799510956, propagate_backward_time: 45.7841377258, weight_update_time: 0.0861525387, other_time: 1.8280448914
epoch time: 6.7169499397s, input_fired_time: 0.0969293118, output_fired_time: 0.0000000000, propagate_forward_time: 6.3037986755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3162221909
validation[          , genome  6802] predictions:    9753/  10000 (97.53%), best:    9762/10000 (97.62%), error:       787.72046, best error:       765.21838 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 80.2878952026s, input_fired_time: 0.9393450022, output_fired_time: 0.5955176950, propagate_forward_time: 31.5223674774, propagate_backward_time: 45.4306297302, weight_update_time: 0.0854434222, other_time: 1.8000297546
epoch time: 6.7151064873s, input_fired_time: 0.0971978456, output_fired_time: 0.0000000000, propagate_forward_time: 6.3014950752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3164134026
validation[          , genome  6802] predictions:    9720/  10000 (97.20%), best:    9762/10000 (97.62%), error:       932.77112, best error:       765.21838 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 80.5568923950s, input_fired_time: 0.9436944127, output_fired_time: 0.5980370045, propagate_forward_time: 31.5869388580, propagate_backward_time: 45.5974197388, weight_update_time: 0.0862908363, other_time: 1.8308029175
epoch time: 6.7200179100s, input_fired_time: 0.0968592614, output_fired_time: 0.0000000000, propagate_forward_time: 6.3043227196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3188357353
validation[          , genome  6802] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       761.60706, best error:       761.60706 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 81.4198989868s, input_fired_time: 0.9499683976, output_fired_time: 0.6046348214, propagate_forward_time: 31.9444637299, propagate_backward_time: 46.0573196411, weight_update_time: 0.0868770480, other_time: 1.8635101318
epoch time: 6.7272891998s, input_fired_time: 0.0985248685, output_fired_time: 0.0000000000, propagate_forward_time: 6.3024997711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3262643814
validation[          , genome  6802] predictions:    9740/  10000 (97.40%), best:    9769/10000 (97.69%), error:       885.78064, best error:       761.60706 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 80.8490066528s, input_fired_time: 0.9478639364, output_fired_time: 0.6044416428, propagate_forward_time: 31.6795063019, propagate_backward_time: 45.7455368042, weight_update_time: 0.0859155133, other_time: 1.8716659546
epoch time: 6.7178192139s, input_fired_time: 0.0974986106, output_fired_time: 0.0000000000, propagate_forward_time: 6.3034486771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3168721199
validation[          , genome  6802] predictions:    9758/  10000 (97.58%), best:    9769/10000 (97.69%), error:       784.75555, best error:       761.60706 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 80.5186233521s, input_fired_time: 0.9509705901, output_fired_time: 0.5983879566, propagate_forward_time: 31.5720157623, propagate_backward_time: 45.5585441589, weight_update_time: 0.0857515112, other_time: 1.8387031555
epoch time: 6.7221198082s, input_fired_time: 0.0988955498, output_fired_time: 0.0000000000, propagate_forward_time: 6.3052153587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3180088997
validation[          , genome  6802] predictions:    9734/  10000 (97.34%), best:    9769/10000 (97.69%), error:       869.12445, best error:       761.60706 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 80.4373550415s, input_fired_time: 0.9469154477, output_fired_time: 0.5974756479, propagate_forward_time: 31.5544414520, propagate_backward_time: 45.5164413452, weight_update_time: 0.0859509632, other_time: 1.8220825195
epoch time: 6.7452149391s, input_fired_time: 0.0971312523, output_fired_time: 0.0000000000, propagate_forward_time: 6.3302164078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3178672791
validation[          , genome  6802] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       727.09363, best error:       727.09363 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 80.7345046997s, input_fired_time: 0.9503734708, output_fired_time: 0.6003036499, propagate_forward_time: 31.6773643494, propagate_backward_time: 45.6613960266, weight_update_time: 0.0858795494, other_time: 1.8450698853
epoch time: 6.7661294937s, input_fired_time: 0.0969594121, output_fired_time: 0.0000000000, propagate_forward_time: 6.3469452858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3222246170
validation[          , genome  6802] predictions:    9762/  10000 (97.62%), best:    9777/10000 (97.77%), error:       777.08276, best error:       727.09363 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 80.4549331665s, input_fired_time: 0.9466242194, output_fired_time: 0.5989896655, propagate_forward_time: 31.5433502197, propagate_backward_time: 45.5479278564, weight_update_time: 0.0854642987, other_time: 1.8180389404
epoch time: 6.9983096123s, input_fired_time: 0.1034277007, output_fired_time: 0.0000000000, propagate_forward_time: 6.5640830994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3307986259
validation[          , genome  6802] predictions:    9794/  10000 (97.94%), best:    9794/10000 (97.94%), error:       689.25165, best error:       689.25165 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 80.8552169800s, input_fired_time: 0.9504494667, output_fired_time: 0.6003977060, propagate_forward_time: 31.7478332520, propagate_backward_time: 45.7266769409, weight_update_time: 0.0864272639, other_time: 1.8298645020
epoch time: 6.7761859894s, input_fired_time: 0.0999619812, output_fired_time: 0.0000000000, propagate_forward_time: 6.3511610031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3250632286
validation[          , genome  6802] predictions:    9770/  10000 (97.70%), best:    9794/10000 (97.94%), error:       770.24890, best error:       689.25165 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 81.0828094482s, input_fired_time: 0.9494564533, output_fired_time: 0.6039296985, propagate_forward_time: 31.8390922546, propagate_backward_time: 45.8679847717, weight_update_time: 0.0862260908, other_time: 1.8223495483
epoch time: 6.8014450073s, input_fired_time: 0.1005604640, output_fired_time: 0.0000000000, propagate_forward_time: 6.3703212738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3305630684
validation[          , genome  6802] predictions:    9773/  10000 (97.73%), best:    9794/10000 (97.94%), error:       762.95520, best error:       689.25165 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 80.4918823242s, input_fired_time: 0.9508354664, output_fired_time: 0.5996644497, propagate_forward_time: 31.5513935089, propagate_backward_time: 45.5024299622, weight_update_time: 0.0859886482, other_time: 1.8875617981
epoch time: 6.7302694321s, input_fired_time: 0.0995322391, output_fired_time: 0.0000000000, propagate_forward_time: 6.3080854416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3226518631
validation[          , genome  6802] predictions:    9800/  10000 (98.00%), best:    9800/10000 (98.00%), error:       685.20062, best error:       685.20062 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 80.7955474854s, input_fired_time: 0.9585091472, output_fired_time: 0.6016717553, propagate_forward_time: 31.7099475861, propagate_backward_time: 45.6556701660, weight_update_time: 0.0859986916, other_time: 1.8697509766
epoch time: 6.7270865440s, input_fired_time: 0.1000033021, output_fired_time: 0.0000000000, propagate_forward_time: 6.3064885139, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3205947876
validation[          , genome  6802] predictions:    9768/  10000 (97.68%), best:    9800/10000 (98.00%), error:       762.42346, best error:       685.20062 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 80.4680633545s, input_fired_time: 0.9515445232, output_fired_time: 0.5996961594, propagate_forward_time: 31.5762805939, propagate_backward_time: 45.4915390015, weight_update_time: 0.0858681649, other_time: 1.8490066528
epoch time: 7.2849903107s, input_fired_time: 0.1040923670, output_fired_time: 0.0000000000, propagate_forward_time: 6.8444204330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3364772797
validation[          , genome  6802] predictions:    9773/  10000 (97.73%), best:    9800/10000 (98.00%), error:       814.94501, best error:       685.20062 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 81.7538299561s, input_fired_time: 0.9553586841, output_fired_time: 0.6068925261, propagate_forward_time: 32.0763359070, propagate_backward_time: 46.2601127625, weight_update_time: 0.0871329680, other_time: 1.8551254272
epoch time: 6.9384660721s, input_fired_time: 0.1009362563, output_fired_time: 0.0000000000, propagate_forward_time: 6.5112748146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3262548447
validation[          , genome  6802] predictions:    9780/  10000 (97.80%), best:    9800/10000 (98.00%), error:       723.34064, best error:       685.20062 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 80.5977783203s, input_fired_time: 0.9489359856, output_fired_time: 0.5984796286, propagate_forward_time: 31.6082897186, propagate_backward_time: 45.6188125610, weight_update_time: 0.0858858451, other_time: 1.8232574463
epoch time: 6.7182354927s, input_fired_time: 0.0980345532, output_fired_time: 0.0000000000, propagate_forward_time: 6.3035793304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3166217804
validation[          , genome  6802] predictions:    9765/  10000 (97.65%), best:    9800/10000 (98.00%), error:       797.38385, best error:       685.20062 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 81.3901824951s, input_fired_time: 0.9522702098, output_fired_time: 0.6031609178, propagate_forward_time: 31.9164657593, propagate_backward_time: 46.0876197815, weight_update_time: 0.0865574777, other_time: 1.8306617737
epoch time: 6.7200179100s, input_fired_time: 0.0984176695, output_fired_time: 0.0000000000, propagate_forward_time: 6.3067955971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3148045540
validation[          , genome  6802] predictions:    9769/  10000 (97.69%), best:    9800/10000 (98.00%), error:       796.90717, best error:       685.20062 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 80.8400573730s, input_fired_time: 0.9484152198, output_fired_time: 0.6007676125, propagate_forward_time: 31.6849956512, propagate_backward_time: 45.7683677673, weight_update_time: 0.0857188851, other_time: 1.8375053406
epoch time: 7.6129121780s, input_fired_time: 0.1082023606, output_fired_time: 0.0000000000, propagate_forward_time: 7.1513190269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3533906937
validation[          , genome  6802] predictions:    9791/  10000 (97.91%), best:    9800/10000 (98.00%), error:       710.59271, best error:       685.20062 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 81.2262496948s, input_fired_time: 0.9502992630, output_fired_time: 0.6028314233, propagate_forward_time: 31.8579216003, propagate_backward_time: 45.9709014893, weight_update_time: 0.0856906399, other_time: 1.8442955017
epoch time: 6.7156343460s, input_fired_time: 0.0971050337, output_fired_time: 0.0000000000, propagate_forward_time: 6.3043131828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3142161369
validation[          , genome  6802] predictions:    9779/  10000 (97.79%), best:    9800/10000 (98.00%), error:       734.70129, best error:       685.20062 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 80.2973480225s, input_fired_time: 0.9411365986, output_fired_time: 0.5954048038, propagate_forward_time: 31.5024642944, propagate_backward_time: 45.4505004883, weight_update_time: 0.0847880319, other_time: 1.8078384399
epoch time: 6.7094712257s, input_fired_time: 0.0967965797, output_fired_time: 0.0000000000, propagate_forward_time: 6.2999505997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3127241135
validation[          , genome  6802] predictions:    9771/  10000 (97.71%), best:    9800/10000 (98.00%), error:       787.25372, best error:       685.20062 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 80.2044372559s, input_fired_time: 0.9417525530, output_fired_time: 0.5991069078, propagate_forward_time: 31.4780273438, propagate_backward_time: 45.4000511169, weight_update_time: 0.0847782269, other_time: 1.7855033875
epoch time: 6.7129511833s, input_fired_time: 0.0990400687, output_fired_time: 0.0000000000, propagate_forward_time: 6.3011021614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3128089905
validation[          , genome  6802] predictions:    9793/  10000 (97.93%), best:    9800/10000 (98.00%), error:       695.52966, best error:       685.20062 on epoch:    36, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 81.4750823975s, input_fired_time: 0.9492613077, output_fired_time: 0.6024548411, propagate_forward_time: 31.9883384705, propagate_backward_time: 46.1075668335, weight_update_time: 0.0862202868, other_time: 1.8274574280
epoch time: 6.8418545723s, input_fired_time: 0.0991741270, output_fired_time: 0.0000000000, propagate_forward_time: 6.4189987183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3236818314
validation[          , genome  6802] predictions:    9792/  10000 (97.92%), best:    9800/10000 (98.00%), error:       689.91028, best error:       685.20062 on epoch:    36, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 80.3893051147s, input_fired_time: 0.9481268525, output_fired_time: 0.5983862281, propagate_forward_time: 31.5128402710, propagate_backward_time: 45.5117301941, weight_update_time: 0.0847845823, other_time: 1.8182182312
epoch time: 6.7599654198s, input_fired_time: 0.1010657996, output_fired_time: 0.0000000000, propagate_forward_time: 6.3359808922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3229188919
validation[          , genome  6802] predictions:    9767/  10000 (97.67%), best:    9800/10000 (98.00%), error:       736.55847, best error:       685.20062 on epoch:    36, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 80.3556823730s, input_fired_time: 0.9455436468, output_fired_time: 0.5977246761, propagate_forward_time: 31.5245227814, propagate_backward_time: 45.4765586853, weight_update_time: 0.0848221332, other_time: 1.8113365173
epoch time: 6.8102331161s, input_fired_time: 0.1014971361, output_fired_time: 0.0000000000, propagate_forward_time: 6.3846454620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3240904808
validation[          , genome  6802] predictions:    9770/  10000 (97.70%), best:    9800/10000 (98.00%), error:       727.83191, best error:       685.20062 on epoch:    36, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 80.2244262695s, input_fired_time: 0.9460412264, output_fired_time: 0.5957756042, propagate_forward_time: 31.4795989990, propagate_backward_time: 45.3995361328, weight_update_time: 0.0847080871, other_time: 1.8034667969
epoch time: 6.7176704407s, input_fired_time: 0.0993701071, output_fired_time: 0.0000000000, propagate_forward_time: 6.3017220497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3165783882
validation[          , genome  6802] predictions:    9756/  10000 (97.56%), best:    9800/10000 (98.00%), error:       764.42267, best error:       685.20062 on epoch:    36, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 81.5151138306s, input_fired_time: 0.9559764266, output_fired_time: 0.6134237647, propagate_forward_time: 31.9920692444, propagate_backward_time: 46.1206436157, weight_update_time: 0.0858241096, other_time: 1.8329963684
epoch time: 6.7221198082s, input_fired_time: 0.0997335836, output_fired_time: 0.0000000000, propagate_forward_time: 6.3017606735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3206257820
validation[          , genome  6802] predictions:    9772/  10000 (97.72%), best:    9800/10000 (98.00%), error:       734.15936, best error:       685.20062 on epoch:    36, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 80.9196777344s, input_fired_time: 0.9570112824, output_fired_time: 0.6009961367, propagate_forward_time: 31.7424125671, propagate_backward_time: 45.7623405457, weight_update_time: 0.0849819481, other_time: 1.8569183350
epoch time: 6.7399020195s, input_fired_time: 0.1004028544, output_fired_time: 0.0000000000, propagate_forward_time: 6.3214573860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3180418015
validation[          , genome  6802] predictions:    9725/  10000 (97.25%), best:    9800/10000 (98.00%), error:       932.62427, best error:       685.20062 on epoch:    36, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 80.6392364502s, input_fired_time: 0.9550621510, output_fired_time: 0.6021393538, propagate_forward_time: 31.6418418884, propagate_backward_time: 45.6200942993, weight_update_time: 0.0851302445, other_time: 1.8200950623
epoch time: 6.7077751160s, input_fired_time: 0.0981371999, output_fired_time: 0.0000000000, propagate_forward_time: 6.2984175682, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3112201691
validation[          , genome  6802] predictions:    9773/  10000 (97.73%), best:    9800/10000 (98.00%), error:       732.13763, best error:       685.20062 on epoch:    36, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 80.7406158447s, input_fired_time: 0.9555459619, output_fired_time: 0.5983439684, propagate_forward_time: 31.6843910217, propagate_backward_time: 45.6974258423, weight_update_time: 0.0853454545, other_time: 1.8049125671
epoch time: 6.7230143547s, input_fired_time: 0.0998608395, output_fired_time: 0.0000000000, propagate_forward_time: 6.3041915894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3189620972
validation[          , genome  6802] predictions:    9756/  10000 (97.56%), best:    9800/10000 (98.00%), error:       823.47137, best error:       685.20062 on epoch:    36, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 80.4746932983s, input_fired_time: 0.9552135468, output_fired_time: 0.5974718928, propagate_forward_time: 31.5718250275, propagate_backward_time: 45.5406684875, weight_update_time: 0.0849482864, other_time: 1.8095130920
epoch time: 6.7179360390s, input_fired_time: 0.1002863795, output_fired_time: 0.0000000000, propagate_forward_time: 6.3041563034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3134932518
validation[          , genome  6802] predictions:    9798/  10000 (97.98%), best:    9798/10000 (97.98%), error:       673.12329, best error:       673.12329 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 80.4067001343s, input_fired_time: 0.9572918415, output_fired_time: 0.5974150300, propagate_forward_time: 31.5190830231, propagate_backward_time: 45.5159797668, weight_update_time: 0.0849581659, other_time: 1.8169364929
epoch time: 6.7164959908s, input_fired_time: 0.0998728350, output_fired_time: 0.0000000000, propagate_forward_time: 6.3020105362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3146123886
validation[          , genome  6802] predictions:    9775/  10000 (97.75%), best:    9798/10000 (97.98%), error:       727.57715, best error:       673.12329 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 80.3252410889s, input_fired_time: 0.9540902972, output_fired_time: 0.5976092219, propagate_forward_time: 31.4995117188, propagate_backward_time: 45.4697227478, weight_update_time: 0.0846709684, other_time: 1.8043022156
epoch time: 6.7204308510s, input_fired_time: 0.1008877233, output_fired_time: 0.0000000000, propagate_forward_time: 6.3044881821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3150548935
validation[          , genome  6802] predictions:    9779/  10000 (97.79%), best:    9798/10000 (97.98%), error:       707.06238, best error:       673.12329 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 80.2991104126s, input_fired_time: 0.9561597109, output_fired_time: 0.5967914462, propagate_forward_time: 31.4963054657, propagate_backward_time: 45.4386558533, weight_update_time: 0.0848860592, other_time: 1.8111915588
epoch time: 6.8105850220s, input_fired_time: 0.1024496555, output_fired_time: 0.0000000000, propagate_forward_time: 6.3819909096, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3261446953
validation[          , genome  6802] predictions:    9718/  10000 (97.18%), best:    9798/10000 (97.98%), error:       943.30341, best error:       673.12329 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 80.8578872681s, input_fired_time: 0.9631116390, output_fired_time: 0.6004730463, propagate_forward_time: 31.7417602539, propagate_backward_time: 45.7159309387, weight_update_time: 0.0855394751, other_time: 1.8366127014
epoch time: 6.7229485512s, input_fired_time: 0.1008813977, output_fired_time: 0.0000000000, propagate_forward_time: 6.3052668571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3168001175
validation[          , genome  6802] predictions:    9550/  10000 (95.50%), best:    9798/10000 (97.98%), error:      1486.30469, best error:       673.12329 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 80.2805175781s, input_fired_time: 0.9618862867, output_fired_time: 0.5975933075, propagate_forward_time: 31.4943389893, propagate_backward_time: 45.4193382263, weight_update_time: 0.0848620012, other_time: 1.8073616028
epoch time: 6.7208313942s, input_fired_time: 0.1013964266, output_fired_time: 0.0000000000, propagate_forward_time: 6.3024311066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3170037270
validation[          , genome  6802] predictions:    9771/  10000 (97.71%), best:    9798/10000 (97.98%), error:       750.29449, best error:       673.12329 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 80.3700561523s, input_fired_time: 0.9588494301, output_fired_time: 0.6019485593, propagate_forward_time: 31.5349845886, propagate_backward_time: 45.4836463928, weight_update_time: 0.0849939659, other_time: 1.7906265259
epoch time: 6.7289085388s, input_fired_time: 0.1000144631, output_fired_time: 0.0000000000, propagate_forward_time: 6.3140306473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3148632050
validation[          , genome  6802] predictions:    9726/  10000 (97.26%), best:    9798/10000 (97.98%), error:       892.86938, best error:       673.12329 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 80.4267807007s, input_fired_time: 0.9555077553, output_fired_time: 0.5957708955, propagate_forward_time: 31.5668716431, propagate_backward_time: 45.5267677307, weight_update_time: 0.0851040334, other_time: 1.7818641663
epoch time: 6.7153949738s, input_fired_time: 0.1004885510, output_fired_time: 0.0000000000, propagate_forward_time: 6.3003020287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3146042824
validation[          , genome  6802] predictions:    9597/  10000 (95.97%), best:    9798/10000 (97.98%), error:      1317.29102, best error:       673.12329 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 80.2884826660s, input_fired_time: 0.9573752880, output_fired_time: 0.5946912169, propagate_forward_time: 31.5025329590, propagate_backward_time: 45.4573059082, weight_update_time: 0.0851886272, other_time: 1.7765808105
epoch time: 6.7125620842s, input_fired_time: 0.1008598283, output_fired_time: 0.0000000000, propagate_forward_time: 6.3002462387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3114562035
validation[          , genome  6802] predictions:    9789/  10000 (97.89%), best:    9798/10000 (97.98%), error:       735.46277, best error:       673.12329 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 80.4820556641s, input_fired_time: 0.9597363472, output_fired_time: 0.5959299803, propagate_forward_time: 31.5651226044, propagate_backward_time: 45.5783119202, weight_update_time: 0.0852736980, other_time: 1.7829475403
epoch time: 6.7195758820s, input_fired_time: 0.1015059501, output_fired_time: 0.0000000000, propagate_forward_time: 6.3070363998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3110337257
validation[          , genome  6802] predictions:    9757/  10000 (97.57%), best:    9798/10000 (97.98%), error:       735.25812, best error:       673.12329 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 80.3725357056s, input_fired_time: 0.9591776133, output_fired_time: 0.5956152678, propagate_forward_time: 31.5320758820, propagate_backward_time: 45.5127258301, weight_update_time: 0.0849262625, other_time: 1.7729492188
epoch time: 7.7172193527s, input_fired_time: 0.1120920256, output_fired_time: 0.0000000000, propagate_forward_time: 7.2526350021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3524923325
validation[          , genome  6802] predictions:    9775/  10000 (97.75%), best:    9798/10000 (97.98%), error:       733.99500, best error:       673.12329 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 80.7369079590s, input_fired_time: 0.9585136175, output_fired_time: 0.5989897847, propagate_forward_time: 31.7065181732, propagate_backward_time: 45.6993865967, weight_update_time: 0.0855079591, other_time: 1.7734985352
epoch time: 6.8027672768s, input_fired_time: 0.1020321697, output_fired_time: 0.0000000000, propagate_forward_time: 6.3828358650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3178992271
validation[          , genome  6802] predictions:    9781/  10000 (97.81%), best:    9798/10000 (97.98%), error:       744.41113, best error:       673.12329 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 80.1955490112s, input_fired_time: 0.9569806457, output_fired_time: 0.5934947133, propagate_forward_time: 31.4791660309, propagate_backward_time: 45.4024124146, weight_update_time: 0.0847334936, other_time: 1.7634963989
epoch time: 6.7128295898s, input_fired_time: 0.1008669734, output_fired_time: 0.0000000000, propagate_forward_time: 6.3012423515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3107204437
validation[          , genome  6802] predictions:    9801/  10000 (98.01%), best:    9801/10000 (98.01%), error:       664.93347, best error:       664.93347 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 80.5438385010s, input_fired_time: 0.9621970654, output_fired_time: 0.5962227583, propagate_forward_time: 31.6013164520, propagate_backward_time: 45.5850677490, weight_update_time: 0.0853141099, other_time: 1.7990341187
epoch time: 6.7386031151s, input_fired_time: 0.1081749201, output_fired_time: 0.0000000000, propagate_forward_time: 6.3164567947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3139715195
validation[          , genome  6802] predictions:    9775/  10000 (97.75%), best:    9801/10000 (98.01%), error:       728.14154, best error:       664.93347 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 80.7377166748s, input_fired_time: 0.9736220241, output_fired_time: 0.6014709473, propagate_forward_time: 31.6754474640, propagate_backward_time: 45.6401023865, weight_update_time: 0.0853342041, other_time: 1.8470726013
epoch time: 6.7627849579s, input_fired_time: 0.1031505093, output_fired_time: 0.0000000000, propagate_forward_time: 6.3355612755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3240733147
validation[          , genome  6802] predictions:    9788/  10000 (97.88%), best:    9801/10000 (98.01%), error:       718.34882, best error:       664.93347 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 80.6369781494s, input_fired_time: 0.9675049186, output_fired_time: 0.5993243456, propagate_forward_time: 31.6333503723, propagate_backward_time: 45.6238021851, weight_update_time: 0.0849360451, other_time: 1.8129920959
epoch time: 6.7160615921s, input_fired_time: 0.1025925055, output_fired_time: 0.0000000000, propagate_forward_time: 6.3014655113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3120036125
validation[          , genome  6802] predictions:    9787/  10000 (97.87%), best:    9801/10000 (98.01%), error:       728.72162, best error:       664.93347 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 80.2197799683s, input_fired_time: 0.9592264295, output_fired_time: 0.5930017233, propagate_forward_time: 31.4889106750, propagate_backward_time: 45.4230079651, weight_update_time: 0.0846177489, other_time: 1.7556304932
epoch time: 6.7464122772s, input_fired_time: 0.1031359956, output_fired_time: 0.0000000000, propagate_forward_time: 6.3290300369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3142461777
validation[          , genome  6802] predictions:    9792/  10000 (97.92%), best:    9801/10000 (98.01%), error:       710.80560, best error:       664.93347 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 80.3784027100s, input_fired_time: 0.9622110724, output_fired_time: 0.5948914886, propagate_forward_time: 31.5327014923, propagate_backward_time: 45.5206565857, weight_update_time: 0.0847358331, other_time: 1.7679405212
epoch time: 6.7436804771s, input_fired_time: 0.1032570824, output_fired_time: 0.0000000000, propagate_forward_time: 6.3231992722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3172240257
validation[          , genome  6802] predictions:    9757/  10000 (97.57%), best:    9801/10000 (98.01%), error:       782.76636, best error:       664.93347 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 80.2794723511s, input_fired_time: 0.9666127563, output_fired_time: 0.5951575637, propagate_forward_time: 31.4934234619, propagate_backward_time: 45.4408073425, weight_update_time: 0.0847313255, other_time: 1.7834739685
epoch time: 6.7320804596s, input_fired_time: 0.1033582985, output_fired_time: 0.0000000000, propagate_forward_time: 6.3057761192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3229460716
validation[          , genome  6802] predictions:    9689/  10000 (96.89%), best:    9801/10000 (98.01%), error:      1073.22339, best error:       664.93347 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 80.9083786011s, input_fired_time: 0.9761665463, output_fired_time: 0.6088006496, propagate_forward_time: 31.7015056610, propagate_backward_time: 45.7918472290, weight_update_time: 0.0852817670, other_time: 1.8300552368
epoch time: 6.7311954498s, input_fired_time: 0.1032316312, output_fired_time: 0.0000000000, propagate_forward_time: 6.3094749451, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3184890747
validation[          , genome  6802] predictions:    9733/  10000 (97.33%), best:    9801/10000 (98.01%), error:       839.94781, best error:       664.93347 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 80.3894577026s, input_fired_time: 0.9715425372, output_fired_time: 0.6009204984, propagate_forward_time: 31.5193290710, propagate_backward_time: 45.4773483276, weight_update_time: 0.0849948525, other_time: 1.8203163147
epoch time: 6.7319726944s, input_fired_time: 0.1029100418, output_fired_time: 0.0000000000, propagate_forward_time: 6.3112192154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3178434372
validation[          , genome  6802] predictions:    9787/  10000 (97.87%), best:    9801/10000 (98.01%), error:       714.47986, best error:       664.93347 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 80.3986129761s, input_fired_time: 0.9764910936, output_fired_time: 0.5983809829, propagate_forward_time: 31.5352611542, propagate_backward_time: 45.4731750488, weight_update_time: 0.0849192739, other_time: 1.8152999878
epoch time: 6.7286572456s, input_fired_time: 0.1035071984, output_fired_time: 0.0000000000, propagate_forward_time: 6.3075132370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3176369667
validation[          , genome  6802] predictions:    9798/  10000 (97.98%), best:    9801/10000 (98.01%), error:       669.29901, best error:       664.93347 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 80.2858963013s, input_fired_time: 0.9659425616, output_fired_time: 0.5941216350, propagate_forward_time: 31.4917831421, propagate_backward_time: 45.4502182007, weight_update_time: 0.0847786739, other_time: 1.7838287354
epoch time: 6.7168331146s, input_fired_time: 0.1006077230, output_fired_time: 0.0000000000, propagate_forward_time: 6.3028860092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3133392334
validation[          , genome  6802] predictions:    9671/  10000 (96.71%), best:    9801/10000 (98.01%), error:      1026.54846, best error:       664.93347 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 80.4710235596s, input_fired_time: 0.9612423778, output_fired_time: 0.5964747667, propagate_forward_time: 31.5923461914, propagate_backward_time: 45.5530586243, weight_update_time: 0.0850269422, other_time: 1.7679023743
epoch time: 6.7107949257s, input_fired_time: 0.1002012938, output_fired_time: 0.0000000000, propagate_forward_time: 6.2998328209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3107609749
validation[          , genome  6802] predictions:    9816/  10000 (98.16%), best:    9816/10000 (98.16%), error:       648.46222, best error:       648.46222 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 80.4590148926s, input_fired_time: 0.9642795920, output_fired_time: 0.5955714583, propagate_forward_time: 31.5762042999, propagate_backward_time: 45.5375976562, weight_update_time: 0.0852417871, other_time: 1.7853622437
epoch time: 6.9770121574s, input_fired_time: 0.1060666367, output_fired_time: 0.0000000000, propagate_forward_time: 6.5477261543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3232192993
validation[          , genome  6802] predictions:    9804/  10000 (98.04%), best:    9816/10000 (98.16%), error:       654.76910, best error:       648.46222 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 80.3369750977s, input_fired_time: 0.9656222463, output_fired_time: 0.5945196152, propagate_forward_time: 31.5147590637, propagate_backward_time: 45.4803695679, weight_update_time: 0.0849733725, other_time: 1.7817039490
epoch time: 6.7233157158s, input_fired_time: 0.1033733636, output_fired_time: 0.0000000000, propagate_forward_time: 6.3028306961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3171114922
validation[          , genome  6802] predictions:    9795/  10000 (97.95%), best:    9816/10000 (98.16%), error:       653.23083, best error:       648.46222 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 80.2890167236s, input_fired_time: 0.9653756618, output_fired_time: 0.5941076875, propagate_forward_time: 31.5104808807, propagate_backward_time: 45.4479217529, weight_update_time: 0.0851820409, other_time: 1.7711257935
epoch time: 6.7292871475s, input_fired_time: 0.1030292511, output_fired_time: 0.0000000000, propagate_forward_time: 6.3120570183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3142008781
validation[          , genome  6802] predictions:    9793/  10000 (97.93%), best:    9816/10000 (98.16%), error:       685.38495, best error:       648.46222 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 80.4598922729s, input_fired_time: 0.9673047662, output_fired_time: 0.5962553620, propagate_forward_time: 31.5851192474, propagate_backward_time: 45.5423660278, weight_update_time: 0.0851695985, other_time: 1.7688446045
epoch time: 6.7354707718s, input_fired_time: 0.1051767841, output_fired_time: 0.0000000000, propagate_forward_time: 6.3146958351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3155980110
validation[          , genome  6802] predictions:    9772/  10000 (97.72%), best:    9816/10000 (98.16%), error:       767.72668, best error:       648.46222 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 80.2977294922s, input_fired_time: 0.9653202891, output_fired_time: 0.5941780806, propagate_forward_time: 31.5041809082, propagate_backward_time: 45.4668121338, weight_update_time: 0.0850661695, other_time: 1.7672424316
epoch time: 6.7180266380s, input_fired_time: 0.1027498543, output_fired_time: 0.0000000000, propagate_forward_time: 6.3036422729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3116345406
validation[          , genome  6802] predictions:    9800/  10000 (98.00%), best:    9800/10000 (98.00%), error:       645.98291, best error:       645.98291 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 80.2852935791s, input_fired_time: 0.9660867453, output_fired_time: 0.5936100483, propagate_forward_time: 31.5148429871, propagate_backward_time: 45.4404678345, weight_update_time: 0.0848726779, other_time: 1.7702827454
epoch time: 6.7163395882s, input_fired_time: 0.1032186300, output_fired_time: 0.0000000000, propagate_forward_time: 6.2995653152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3135557175
validation[          , genome  6802] predictions:    9785/  10000 (97.85%), best:    9800/10000 (98.00%), error:       737.19940, best error:       645.98291 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 80.4577026367s, input_fired_time: 0.9734187722, output_fired_time: 0.6005089879, propagate_forward_time: 31.5049438477, propagate_backward_time: 45.5789337158, weight_update_time: 0.0850764513, other_time: 1.7998962402
epoch time: 6.7203941345s, input_fired_time: 0.1017037705, output_fired_time: 0.0000000000, propagate_forward_time: 6.3039636612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3147268295
validation[          , genome  6802] predictions:    9769/  10000 (97.69%), best:    9800/10000 (98.00%), error:       801.33990, best error:       645.98291 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 80.5892333984s, input_fired_time: 0.9721681476, output_fired_time: 0.5980105400, propagate_forward_time: 31.6150779724, propagate_backward_time: 45.5791397095, weight_update_time: 0.0854498222, other_time: 1.8248405457
epoch time: 6.7234654427s, input_fired_time: 0.1045771763, output_fired_time: 0.0000000000, propagate_forward_time: 6.3042697906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3146185875
validation[          , genome  6802] predictions:    9785/  10000 (97.85%), best:    9800/10000 (98.00%), error:       734.81189, best error:       645.98291 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 80.5129623413s, input_fired_time: 0.9740146995, output_fired_time: 0.5978381038, propagate_forward_time: 31.5591545105, propagate_backward_time: 45.5709686279, weight_update_time: 0.0852719247, other_time: 1.8109855652
epoch time: 6.7228403091s, input_fired_time: 0.1031345204, output_fired_time: 0.0000000000, propagate_forward_time: 6.3034081459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3162975311
validation[          , genome  6802] predictions:    9760/  10000 (97.60%), best:    9800/10000 (98.00%), error:       789.66821, best error:       645.98291 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 80.4072647095s, input_fired_time: 0.9730377793, output_fired_time: 0.5963819623, propagate_forward_time: 31.5439853668, propagate_backward_time: 45.4930877686, weight_update_time: 0.0851122662, other_time: 1.8007736206
epoch time: 6.7844567299s, input_fired_time: 0.1043279544, output_fired_time: 0.0000000000, propagate_forward_time: 6.3574833870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3226451874
validation[          , genome  6802] predictions:    9798/  10000 (97.98%), best:    9800/10000 (98.00%), error:       672.50507, best error:       645.98291 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 80.8955459595s, input_fired_time: 0.9745560288, output_fired_time: 0.6073776484, propagate_forward_time: 31.7392787933, propagate_backward_time: 45.7841758728, weight_update_time: 0.0853497609, other_time: 1.7901573181
epoch time: 6.7576680183s, input_fired_time: 0.1024492234, output_fired_time: 0.0000000000, propagate_forward_time: 6.3438344002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3113842010
validation[          , genome  6802] predictions:    9799/  10000 (97.99%), best:    9800/10000 (98.00%), error:       685.29034, best error:       645.98291 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 80.7043457031s, input_fired_time: 0.9737362266, output_fired_time: 0.5978233814, propagate_forward_time: 31.6652507782, propagate_backward_time: 45.6765441895, weight_update_time: 0.0855168477, other_time: 1.7909851074
epoch time: 6.7190957069s, input_fired_time: 0.1027089655, output_fired_time: 0.0000000000, propagate_forward_time: 6.3041200638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3122668266
validation[          , genome  6802] predictions:    9786/  10000 (97.86%), best:    9800/10000 (98.00%), error:       724.42487, best error:       645.98291 on epoch:    82, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 80.8359832764s, input_fired_time: 0.9700646996, output_fired_time: 0.5975356102, propagate_forward_time: 31.7266216278, propagate_backward_time: 45.7602729797, weight_update_time: 0.0856703967, other_time: 1.7814903259
epoch time: 6.7217907906s, input_fired_time: 0.1045209467, output_fired_time: 0.0000000000, propagate_forward_time: 6.3049292564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3123407364
validation[          , genome  6802] predictions:    9766/  10000 (97.66%), best:    9800/10000 (98.00%), error:       722.98138, best error:       645.98291 on epoch:    82, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 80.7221450806s, input_fired_time: 0.9749979377, output_fired_time: 0.5987271667, propagate_forward_time: 31.6436462402, propagate_backward_time: 45.6753234863, weight_update_time: 0.0866268948, other_time: 1.8294525146
epoch time: 6.8886032104s, input_fired_time: 0.1091907844, output_fired_time: 0.0000000000, propagate_forward_time: 6.4464902878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3329219818
validation[          , genome  6802] predictions:    9778/  10000 (97.78%), best:    9800/10000 (98.00%), error:       740.03888, best error:       645.98291 on epoch:    82, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 80.6810684204s, input_fired_time: 0.9811122417, output_fired_time: 0.6081150770, propagate_forward_time: 31.5722103119, propagate_backward_time: 45.6354675293, weight_update_time: 0.0931298807, other_time: 1.8841629028
epoch time: 6.7358212471s, input_fired_time: 0.1061254591, output_fired_time: 0.0000000000, propagate_forward_time: 6.3042402267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3254556656
validation[          , genome  6802] predictions:    9758/  10000 (97.58%), best:    9800/10000 (98.00%), error:       768.32874, best error:       645.98291 on epoch:    82, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 80.3934783936s, input_fired_time: 0.9857523441, output_fired_time: 0.6012898684, propagate_forward_time: 31.4980354309, propagate_backward_time: 45.4311752319, weight_update_time: 0.0918122306, other_time: 1.8772239685
epoch time: 6.7508916855s, input_fired_time: 0.1068148762, output_fired_time: 0.0000000000, propagate_forward_time: 6.3185062408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3255705833
validation[          , genome  6802] predictions:    9788/  10000 (97.88%), best:    9800/10000 (98.00%), error:       698.41248, best error:       645.98291 on epoch:    82, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 80.9261856079s, input_fired_time: 0.9925522208, output_fired_time: 0.6069067717, propagate_forward_time: 31.6464214325, propagate_backward_time: 45.7676506042, weight_update_time: 0.0922685862, other_time: 1.9126548767
epoch time: 6.7467837334s, input_fired_time: 0.1077660695, output_fired_time: 0.0000000000, propagate_forward_time: 6.3123378754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3266797066
validation[          , genome  6802] predictions:    9709/  10000 (97.09%), best:    9800/10000 (98.00%), error:       956.64490, best error:       645.98291 on epoch:    82, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 80.7252807617s, input_fired_time: 0.9902436137, output_fired_time: 0.6014064550, propagate_forward_time: 31.6146697998, propagate_backward_time: 45.6648979187, weight_update_time: 0.0923442543, other_time: 1.8540611267
epoch time: 6.7484765053s, input_fired_time: 0.1068471521, output_fired_time: 0.0000000000, propagate_forward_time: 6.3169188499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3247103691
validation[          , genome  6802] predictions:    9805/  10000 (98.05%), best:    9800/10000 (98.00%), error:       674.40704, best error:       645.98291 on epoch:    82, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 82.6678390503s, input_fired_time: 1.0175036192, output_fired_time: 0.6140533090, propagate_forward_time: 32.4081764221, propagate_backward_time: 46.7044029236, weight_update_time: 0.0938439071, other_time: 1.9237060547
epoch time: 6.7456636429s, input_fired_time: 0.1078782752, output_fired_time: 0.0000000000, propagate_forward_time: 6.3163027763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3214826584
validation[          , genome  6802] predictions:    9738/  10000 (97.38%), best:    9800/10000 (98.00%), error:       838.83063, best error:       645.98291 on epoch:    82, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 82.8953704834s, input_fired_time: 1.0062562227, output_fired_time: 0.6182820797, propagate_forward_time: 32.5299644470, propagate_backward_time: 46.8504714966, weight_update_time: 0.0935521051, other_time: 1.8903999329
epoch time: 6.8278837204s, input_fired_time: 0.1083602011, output_fired_time: 0.0000000000, propagate_forward_time: 6.3890013695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3305220604
validation[          , genome  6802] predictions:    9804/  10000 (98.04%), best:    9800/10000 (98.00%), error:       682.22876, best error:       645.98291 on epoch:    82, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 82.5458831787s, input_fired_time: 1.0096782446, output_fired_time: 0.6153584719, propagate_forward_time: 32.3597602844, propagate_backward_time: 46.6801185608, weight_update_time: 0.0928234234, other_time: 1.8809661865
epoch time: 6.7251524925s, input_fired_time: 0.1041377783, output_fired_time: 0.0000000000, propagate_forward_time: 6.3042230606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3167915344
validation[          , genome  6802] predictions:    9754/  10000 (97.54%), best:    9800/10000 (98.00%), error:       838.26501, best error:       645.98291 on epoch:    82, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 80.6593017578s, input_fired_time: 0.9822911024, output_fired_time: 0.5979248285, propagate_forward_time: 31.6007347107, propagate_backward_time: 45.6546783447, weight_update_time: 0.0859033391, other_time: 1.8236732483
epoch time: 6.7257428169s, input_fired_time: 0.1045174971, output_fired_time: 0.0000000000, propagate_forward_time: 6.3022074699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3190178871
validation[          , genome  6802] predictions:    9769/  10000 (97.69%), best:    9800/10000 (98.00%), error:       760.20203, best error:       645.98291 on epoch:    82, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 81.0883560181s, input_fired_time: 0.9853291512, output_fired_time: 0.5999327898, propagate_forward_time: 31.8174037933, propagate_backward_time: 45.8662643433, weight_update_time: 0.0861906707, other_time: 1.8194274902
epoch time: 6.7219929695s, input_fired_time: 0.1050108746, output_fired_time: 0.0000000000, propagate_forward_time: 6.3015990257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3153829575
validation[          , genome  6802] predictions:    9800/  10000 (98.00%), best:    9800/10000 (98.00%), error:       662.06018, best error:       645.98291 on epoch:    82, 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: 33.7149734497s, input_fired_time: 0.5246452689, output_fired_time: 0.0000000000, propagate_forward_time: 31.5611667633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6291599274
best training[          , genome  6802] predictions:   49782/  50000 (99.56%), best:    9800/10000 (98.00%), error:      1061.32837, best error:       645.98291 on epoch:    82, 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: 6.9650678635s, input_fired_time: 0.1059013680, output_fired_time: 0.0000000000, propagate_forward_time: 6.5237593651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3354072571
   testing[          , genome  6802] predictions:    9812/  10000 (98.12%), best:    9800/10000 (98.00%), error:       620.58551, best error:       645.98291 on epoch:    82, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:29:55 (5122): called boinc_finish(0)

</stderr_txt>
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