Nameexact_genome_1512568488_45_1301_0
Workunit2577708
Created6 Dec 2017, 18:53:26 UTC
Sent6 Dec 2017, 18:56:07 UTC
Report deadline9 Dec 2017, 11:59:11 UTC
Received8 Dec 2017, 0:13:10 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time1 hours 14 min 29 sec
CPU time1 hours 14 min 29 sec
Validate stateValid
Credit677.62
Device peak FLOPS3.74 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size148.85 MB
Peak swap size150.06 MB
Peak disk usage0.89 MB

Stderr output

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

epoch time: 35.8416938782s, input_fired_time: 0.2796430886, output_fired_time: 0.1869705766, propagate_forward_time: 14.6547002792, propagate_backward_time: 19.2585983276, weight_update_time: 0.0647024363, other_time: 1.4617805481
epoch time: 3.3078999519s, input_fired_time: 0.0301040802, output_fired_time: 0.0000000000, propagate_forward_time: 3.0194110870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2583847046
validation[          , genome  1301] predictions:    9409/  10000 (94.09%), best:    9442/10000 (94.42%), error:      2014.53027, best error:      1932.89624 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 45.3034934998s, input_fired_time: 0.3214355707, output_fired_time: 0.2267827690, propagate_forward_time: 18.6737575531, propagate_backward_time: 24.3184528351, weight_update_time: 0.0792050511, other_time: 1.7630653381
epoch time: 4.3938879967s, input_fired_time: 0.0381219052, output_fired_time: 0.0000000000, propagate_forward_time: 4.0274591446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3283071518
validation[          , genome  1301] predictions:    9421/  10000 (94.21%), best:    9442/10000 (94.42%), error:      1962.84253, best error:      1932.89624 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 48.0232658386s, input_fired_time: 0.3299537897, output_fired_time: 0.2397975177, propagate_forward_time: 19.7939243317, propagate_backward_time: 25.8101787567, weight_update_time: 0.0833404809, other_time: 1.8494148254
epoch time: 3.2768609524s, input_fired_time: 0.0327746309, output_fired_time: 0.0000000000, propagate_forward_time: 2.9761486053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2679376602
validation[          , genome  1301] predictions:    9468/  10000 (94.68%), best:    9468/10000 (94.68%), error:      1868.21667, best error:      1868.21667 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 34.5430793762s, input_fired_time: 0.2753602564, output_fired_time: 0.1823092550, propagate_forward_time: 14.0807771683, propagate_backward_time: 18.5813865662, weight_update_time: 0.0627264902, other_time: 1.4232482910
epoch time: 4.2758655548s, input_fired_time: 0.0385762453, output_fired_time: 0.0000000000, propagate_forward_time: 3.9107329845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3265564442
validation[          , genome  1301] predictions:    9439/  10000 (94.39%), best:    9468/10000 (94.68%), error:      1901.68384, best error:      1868.21667 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 36.9456138611s, input_fired_time: 0.2867198884, output_fired_time: 0.1927041560, propagate_forward_time: 15.0521020889, propagate_backward_time: 19.8948879242, weight_update_time: 0.0674612448, other_time: 1.5192012787
epoch time: 3.1212856770s, input_fired_time: 0.0299565587, output_fired_time: 0.0000000000, propagate_forward_time: 2.8415319920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2497971058
validation[          , genome  1301] predictions:    9406/  10000 (94.06%), best:    9468/10000 (94.68%), error:      2017.09058, best error:      1868.21667 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 42.9200820923s, input_fired_time: 0.3115630150, output_fired_time: 0.2172054052, propagate_forward_time: 17.6917686462, propagate_backward_time: 22.9987373352, weight_update_time: 0.0758446231, other_time: 1.7008094788
epoch time: 3.4374132156s, input_fired_time: 0.0318486504, output_fired_time: 0.0000000000, propagate_forward_time: 3.1364495754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2691149712
validation[          , genome  1301] predictions:    9450/  10000 (94.50%), best:    9450/10000 (94.50%), error:      1839.35339, best error:      1839.35339 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 46.3816375732s, input_fired_time: 0.3233269751, output_fired_time: 0.2325720787, propagate_forward_time: 19.1177787781, propagate_backward_time: 24.9092235565, weight_update_time: 0.0804167464, other_time: 1.7987384796
epoch time: 3.3313984871s, input_fired_time: 0.0309200529, output_fired_time: 0.0000000000, propagate_forward_time: 3.0397446156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2607338428
validation[          , genome  1301] predictions:    9415/  10000 (94.15%), best:    9450/10000 (94.50%), error:      1981.32935, best error:      1839.35339 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 41.6808662415s, input_fired_time: 0.3030888140, output_fired_time: 0.2114292830, propagate_forward_time: 17.1359882355, propagate_backward_time: 22.3842487335, weight_update_time: 0.0731742308, other_time: 1.6461105347
epoch time: 4.4076170921s, input_fired_time: 0.0378038883, output_fired_time: 0.0000000000, propagate_forward_time: 4.0379805565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3318324089
validation[          , genome  1301] predictions:    9423/  10000 (94.23%), best:    9450/10000 (94.50%), error:      1967.35059, best error:      1839.35339 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 48.7326736450s, input_fired_time: 0.3326572776, output_fired_time: 0.2415643632, propagate_forward_time: 20.1166992188, propagate_backward_time: 26.1706848145, weight_update_time: 0.0836837962, other_time: 1.8710670471
epoch time: 4.4174909592s, input_fired_time: 0.0381808430, output_fired_time: 0.0000000000, propagate_forward_time: 4.0436639786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3356461525
validation[          , genome  1301] predictions:    9464/  10000 (94.64%), best:    9450/10000 (94.50%), error:      1864.06433, best error:      1839.35339 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 42.8317298889s, input_fired_time: 0.3086796701, output_fired_time: 0.2160678357, propagate_forward_time: 17.5707187653, propagate_backward_time: 22.9810199738, weight_update_time: 0.0740417317, other_time: 1.7552413940
epoch time: 3.5923404694s, input_fired_time: 0.0322695784, output_fired_time: 0.0000000000, propagate_forward_time: 3.2620949745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2979760170
validation[          , genome  1301] predictions:    9457/  10000 (94.57%), best:    9450/10000 (94.50%), error:      1866.59741, best error:      1839.35339 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 47.6231575012s, input_fired_time: 0.3276778758, output_fired_time: 0.2464051992, propagate_forward_time: 19.5759029388, propagate_backward_time: 25.5759181976, weight_update_time: 0.0816045925, other_time: 1.8972511292
epoch time: 3.3915717602s, input_fired_time: 0.0316014625, output_fired_time: 0.0000000000, propagate_forward_time: 3.0780050755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2819652557
validation[          , genome  1301] predictions:    9392/  10000 (93.92%), best:    9450/10000 (94.50%), error:      2031.88098, best error:      1839.35339 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 37.5814971924s, input_fired_time: 0.2836448848, output_fired_time: 0.1947446764, propagate_forward_time: 15.4371423721, propagate_backward_time: 20.1216621399, weight_update_time: 0.0652449280, other_time: 1.5443038940
epoch time: 3.8920862675s, input_fired_time: 0.0343800485, output_fired_time: 0.0000000000, propagate_forward_time: 3.5466265678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3110797405
validation[          , genome  1301] predictions:    9452/  10000 (94.52%), best:    9450/10000 (94.50%), error:      1848.49390, best error:      1839.35339 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 42.2496147156s, input_fired_time: 0.3043749034, output_fired_time: 0.2142677009, propagate_forward_time: 17.3889446259, propagate_backward_time: 22.6221122742, weight_update_time: 0.0729487166, other_time: 1.7199153900
epoch time: 3.3274877071s, input_fired_time: 0.0306402296, output_fired_time: 0.0000000000, propagate_forward_time: 3.0244567394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2723908424
validation[          , genome  1301] predictions:    9454/  10000 (94.54%), best:    9450/10000 (94.50%), error:      1856.36816, best error:      1839.35339 on epoch:    19, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 39.7680587769s, input_fired_time: 0.2963570356, output_fired_time: 0.2029557526, propagate_forward_time: 16.3033504486, propagate_backward_time: 21.3394279480, weight_update_time: 0.0688810572, other_time: 1.6259670258
epoch time: 4.0085067749s, input_fired_time: 0.0352999941, output_fired_time: 0.0000000000, propagate_forward_time: 3.6451146603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3280920982
validation[          , genome  1301] predictions:    9428/  10000 (94.28%), best:    9450/10000 (94.50%), error:      1907.15137, best error:      1839.35339 on epoch:    19, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 39.9920997620s, input_fired_time: 0.2952889800, output_fired_time: 0.2031178027, propagate_forward_time: 16.4375629425, propagate_backward_time: 21.4363288879, weight_update_time: 0.0694911405, other_time: 1.6198024750
epoch time: 3.4154336452s, input_fired_time: 0.0312258732, output_fired_time: 0.0000000000, propagate_forward_time: 3.1072258949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2769818306
validation[          , genome  1301] predictions:    9455/  10000 (94.55%), best:    9450/10000 (94.50%), error:      1848.66760, best error:      1839.35339 on epoch:    19, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 37.3178710938s, input_fired_time: 0.2892356813, output_fired_time: 0.1916514933, propagate_forward_time: 15.3084096909, propagate_backward_time: 20.0178756714, weight_update_time: 0.0652706623, other_time: 1.5107002258
epoch time: 3.2572872639s, input_fired_time: 0.0304948520, output_fired_time: 0.0000000000, propagate_forward_time: 2.9720728397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2547194958
validation[          , genome  1301] predictions:    9466/  10000 (94.66%), best:    9466/10000 (94.66%), error:      1820.85229, best error:      1820.85229 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 34.7881278992s, input_fired_time: 0.2757293284, output_fired_time: 0.1819814295, propagate_forward_time: 14.1786928177, propagate_backward_time: 18.7469558716, weight_update_time: 0.0619614050, other_time: 1.4047698975
epoch time: 3.0313267708s, input_fired_time: 0.0289012417, output_fired_time: 0.0000000000, propagate_forward_time: 2.7627189159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2397065163
validation[          , genome  1301] predictions:    9423/  10000 (94.23%), best:    9466/10000 (94.66%), error:      1895.05981, best error:      1820.85229 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 43.4754066467s, input_fired_time: 0.3120872080, output_fired_time: 0.2192817330, propagate_forward_time: 17.9231910706, propagate_backward_time: 23.3349628448, weight_update_time: 0.0752838477, other_time: 1.6858844757
epoch time: 4.3984498978s, input_fired_time: 0.0394838005, output_fired_time: 0.0000000000, propagate_forward_time: 4.0269665718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3319993019
validation[          , genome  1301] predictions:    9441/  10000 (94.41%), best:    9466/10000 (94.66%), error:      1866.90601, best error:      1820.85229 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 41.1721038818s, input_fired_time: 0.3050800562, output_fired_time: 0.2105410546, propagate_forward_time: 16.9606094360, propagate_backward_time: 22.0564727783, weight_update_time: 0.0731306225, other_time: 1.6394004822
epoch time: 3.2902367115s, input_fired_time: 0.0311777741, output_fired_time: 0.0000000000, propagate_forward_time: 3.0043241978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2547347546
validation[          , genome  1301] predictions:    9363/  10000 (93.63%), best:    9466/10000 (94.66%), error:      2077.89526, best error:      1820.85229 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 34.8635025024s, input_fired_time: 0.2834243178, output_fired_time: 0.1837504506, propagate_forward_time: 14.3116493225, propagate_backward_time: 18.5959014893, weight_update_time: 0.0650150850, other_time: 1.4887771606
epoch time: 2.9897329807s, input_fired_time: 0.0292931814, output_fired_time: 0.0000000000, propagate_forward_time: 2.7215692997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2388703823
validation[          , genome  1301] predictions:    9404/  10000 (94.04%), best:    9466/10000 (94.66%), error:      1949.84351, best error:      1820.85229 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 34.0784873962s, input_fired_time: 0.2752894759, output_fired_time: 0.1815868467, propagate_forward_time: 13.8727016449, propagate_backward_time: 18.3340148926, weight_update_time: 0.0624951050, other_time: 1.4148960114
epoch time: 3.0493674278s, input_fired_time: 0.0299609173, output_fired_time: 0.0000000000, propagate_forward_time: 2.7766699791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2427365780
validation[          , genome  1301] predictions:    9446/  10000 (94.46%), best:    9466/10000 (94.66%), error:      1849.66089, best error:      1820.85229 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 33.6455917358s, input_fired_time: 0.2736972868, output_fired_time: 0.1786760688, propagate_forward_time: 13.7373504639, propagate_backward_time: 18.0448284149, weight_update_time: 0.0622211806, other_time: 1.4110393524
epoch time: 3.0617086887s, input_fired_time: 0.0297075100, output_fired_time: 0.0000000000, propagate_forward_time: 2.7875273228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2444739342
validation[          , genome  1301] predictions:    9457/  10000 (94.57%), best:    9466/10000 (94.66%), error:      1844.51257, best error:      1820.85229 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 46.8502388000s, input_fired_time: 0.3280116916, output_fired_time: 0.2343587875, propagate_forward_time: 19.2896175385, propagate_backward_time: 25.1671180725, weight_update_time: 0.0820936859, other_time: 1.8311328888
epoch time: 4.0761065483s, input_fired_time: 0.0358647108, output_fired_time: 0.0000000000, propagate_forward_time: 3.7321829796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3080587387
validation[          , genome  1301] predictions:    9451/  10000 (94.51%), best:    9451/10000 (94.51%), error:      1818.65344, best error:      1818.65344 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 36.2060508728s, input_fired_time: 0.2814006507, output_fired_time: 0.1892238706, propagate_forward_time: 14.7476997375, propagate_backward_time: 19.5296974182, weight_update_time: 0.0644567534, other_time: 1.4580307007
epoch time: 2.9577603340s, input_fired_time: 0.0285641439, output_fired_time: 0.0000000000, propagate_forward_time: 2.6952753067, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2339208126
validation[          , genome  1301] predictions:    9435/  10000 (94.35%), best:    9451/10000 (94.51%), error:      1830.45776, best error:      1818.65344 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 43.6808662415s, input_fired_time: 0.3160847425, output_fired_time: 0.2210639119, propagate_forward_time: 17.9824066162, propagate_backward_time: 23.4459495544, weight_update_time: 0.0766953379, other_time: 1.7153587341
epoch time: 3.3459448814s, input_fired_time: 0.0305997394, output_fired_time: 0.0000000000, propagate_forward_time: 3.0551960468, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2601490021
validation[          , genome  1301] predictions:    9428/  10000 (94.28%), best:    9451/10000 (94.51%), error:      1921.67981, best error:      1818.65344 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 46.9129409790s, input_fired_time: 0.3291281164, output_fired_time: 0.2340947092, propagate_forward_time: 19.3280715942, propagate_backward_time: 25.2052497864, weight_update_time: 0.0817231610, other_time: 1.8163948059
epoch time: 3.1144657135s, input_fired_time: 0.0303253066, output_fired_time: 0.0000000000, propagate_forward_time: 2.8405284882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2436118126
validation[          , genome  1301] predictions:    9477/  10000 (94.77%), best:    9477/10000 (94.77%), error:      1778.34448, best error:      1778.34448 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 42.3943176270s, input_fired_time: 0.3113013506, output_fired_time: 0.2155882865, propagate_forward_time: 17.4457244873, propagate_backward_time: 22.7304382324, weight_update_time: 0.0750907138, other_time: 1.6912651062
epoch time: 4.4039068222s, input_fired_time: 0.0392751954, output_fired_time: 0.0000000000, propagate_forward_time: 4.0298519135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3347797394
validation[          , genome  1301] predictions:    9427/  10000 (94.27%), best:    9477/10000 (94.77%), error:      1937.64844, best error:      1778.34448 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 38.0465240479s, input_fired_time: 0.2915010154, output_fired_time: 0.1948915720, propagate_forward_time: 15.5768909454, propagate_backward_time: 20.4326419830, weight_update_time: 0.0686928555, other_time: 1.5505981445
epoch time: 3.3433198929s, input_fired_time: 0.0321597420, output_fired_time: 0.0000000000, propagate_forward_time: 3.0463328362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2648272514
validation[          , genome  1301] predictions:    9485/  10000 (94.85%), best:    9485/10000 (94.85%), error:      1711.14526, best error:      1711.14526 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 44.1566810608s, input_fired_time: 0.3163443208, output_fired_time: 0.2213674188, propagate_forward_time: 18.1275177002, propagate_backward_time: 23.7647228241, weight_update_time: 0.0771298409, other_time: 1.7267284393
epoch time: 3.3865239620s, input_fired_time: 0.0314545445, output_fired_time: 0.0000000000, propagate_forward_time: 3.0941855907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2608838081
validation[          , genome  1301] predictions:    9480/  10000 (94.80%), best:    9485/10000 (94.85%), error:      1751.64441, best error:      1711.14526 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 46.5000534058s, input_fired_time: 0.3263625801, output_fired_time: 0.2325711399, propagate_forward_time: 19.1848316193, propagate_backward_time: 24.9457302094, weight_update_time: 0.0810466558, other_time: 1.8105583191
epoch time: 4.4181599617s, input_fired_time: 0.0387106426, output_fired_time: 0.0000000000, propagate_forward_time: 4.0513629913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3280863762
validation[          , genome  1301] predictions:    9463/  10000 (94.63%), best:    9485/10000 (94.85%), error:      1730.50256, best error:      1711.14526 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 43.8633308411s, input_fired_time: 0.3161460161, output_fired_time: 0.2224203050, propagate_forward_time: 18.1109733582, propagate_backward_time: 23.5004329681, weight_update_time: 0.0769210532, other_time: 1.7133579254
epoch time: 4.4137721062s, input_fired_time: 0.0398749076, output_fired_time: 0.0000000000, propagate_forward_time: 4.0392503738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3346467018
validation[          , genome  1301] predictions:    9423/  10000 (94.23%), best:    9485/10000 (94.85%), error:      1876.12427, best error:      1711.14526 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 48.0925521851s, input_fired_time: 0.3311169147, output_fired_time: 0.2397898585, propagate_forward_time: 19.8369274139, propagate_backward_time: 25.8602848053, weight_update_time: 0.0829210654, other_time: 1.8244361877
epoch time: 4.3988347054s, input_fired_time: 0.0385794975, output_fired_time: 0.0000000000, propagate_forward_time: 4.0300178528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3302373886
validation[          , genome  1301] predictions:    9463/  10000 (94.63%), best:    9485/10000 (94.85%), error:      1714.99817, best error:      1711.14526 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 48.7976722717s, input_fired_time: 0.3339376450, output_fired_time: 0.2423299551, propagate_forward_time: 20.1442470551, propagate_backward_time: 26.2329826355, weight_update_time: 0.0838717297, other_time: 1.8441753387
epoch time: 4.3961224556s, input_fired_time: 0.0381225646, output_fired_time: 0.0000000000, propagate_forward_time: 4.0292391777, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3287606239
validation[          , genome  1301] predictions:    9270/  10000 (92.70%), best:    9485/10000 (94.85%), error:      2420.59058, best error:      1711.14526 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 46.9763717651s, input_fired_time: 0.3298146129, output_fired_time: 0.2347278595, propagate_forward_time: 19.3828258514, propagate_backward_time: 25.2141876221, weight_update_time: 0.0819499940, other_time: 1.8148136139
epoch time: 3.0667731762s, input_fired_time: 0.0310270675, output_fired_time: 0.0000000000, propagate_forward_time: 2.7870037556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2487423420
validation[          , genome  1301] predictions:    9468/  10000 (94.68%), best:    9485/10000 (94.85%), error:      1749.75269, best error:      1711.14526 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 34.5973396301s, input_fired_time: 0.2798386514, output_fired_time: 0.1819687486, propagate_forward_time: 14.0065622330, propagate_backward_time: 18.6697692871, weight_update_time: 0.0634640381, other_time: 1.4592018127
epoch time: 4.3591575623s, input_fired_time: 0.0400902256, output_fired_time: 0.0000000000, propagate_forward_time: 3.9874761105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3315913677
validation[          , genome  1301] predictions:    9469/  10000 (94.69%), best:    9485/10000 (94.85%), error:      1754.74609, best error:      1711.14526 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 48.3619232178s, input_fired_time: 0.3338301480, output_fired_time: 0.2398860455, propagate_forward_time: 19.9618415833, propagate_backward_time: 25.9810409546, weight_update_time: 0.0832626671, other_time: 1.8453216553
epoch time: 4.3059501648s, input_fired_time: 0.0382131487, output_fired_time: 0.0000000000, propagate_forward_time: 3.9448373318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3228995800
validation[          , genome  1301] predictions:    9489/  10000 (94.89%), best:    9489/10000 (94.89%), error:      1701.22717, best error:      1701.22717 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 43.3613052368s, input_fired_time: 0.3109768927, output_fired_time: 0.2190372199, propagate_forward_time: 17.8471679688, propagate_backward_time: 23.3221759796, weight_update_time: 0.0745141208, other_time: 1.6619472504
epoch time: 3.3903877735s, input_fired_time: 0.0313834734, output_fired_time: 0.0000000000, propagate_forward_time: 3.0988171101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2601871490
validation[          , genome  1301] predictions:    9466/  10000 (94.66%), best:    9489/10000 (94.89%), error:      1781.16479, best error:      1701.22717 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 46.0390129089s, input_fired_time: 0.3239931464, output_fired_time: 0.2317955643, propagate_forward_time: 18.9836845398, propagate_backward_time: 24.7392978668, weight_update_time: 0.0792251825, other_time: 1.7602405548
epoch time: 3.2999684811s, input_fired_time: 0.0309122764, output_fired_time: 0.0000000000, propagate_forward_time: 3.0122065544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2568497658
validation[          , genome  1301] predictions:    9500/  10000 (95.00%), best:    9500/10000 (95.00%), error:      1673.72754, best error:      1673.72754 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 37.0411949158s, input_fired_time: 0.2872557938, output_fired_time: 0.1919347048, propagate_forward_time: 15.1384439468, propagate_backward_time: 19.9626846313, weight_update_time: 0.0646589175, other_time: 1.4608764648
epoch time: 3.3180139065s, input_fired_time: 0.0309704076, output_fired_time: 0.0000000000, propagate_forward_time: 3.0286571980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2583863735
validation[          , genome  1301] predictions:    9475/  10000 (94.75%), best:    9500/10000 (95.00%), error:      1764.39185, best error:      1673.72754 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 37.2960014343s, input_fired_time: 0.2852794826, output_fired_time: 0.1929061115, propagate_forward_time: 15.2479667664, propagate_backward_time: 20.0558319092, weight_update_time: 0.0649067983, other_time: 1.5140190125
epoch time: 3.3248014450s, input_fired_time: 0.0308557767, output_fired_time: 0.0000000000, propagate_forward_time: 3.0304219723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2635235786
validation[          , genome  1301] predictions:    9472/  10000 (94.72%), best:    9500/10000 (95.00%), error:      1727.53882, best error:      1673.72754 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 38.0820503235s, input_fired_time: 0.2887894809, output_fired_time: 0.1964220703, propagate_forward_time: 15.5861406326, propagate_backward_time: 20.4915313721, weight_update_time: 0.0661831200, other_time: 1.5191688538
epoch time: 4.3996672630s, input_fired_time: 0.0387177505, output_fired_time: 0.0000000000, propagate_forward_time: 4.0259118080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3350377083
validation[          , genome  1301] predictions:    9445/  10000 (94.45%), best:    9500/10000 (95.00%), error:      1850.61755, best error:      1673.72754 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 38.9463233948s, input_fired_time: 0.2961044014, output_fired_time: 0.1992724538, propagate_forward_time: 16.0144958496, propagate_backward_time: 20.8809604645, weight_update_time: 0.0679367706, other_time: 1.5554904938
epoch time: 3.4832930565s, input_fired_time: 0.0321949646, output_fired_time: 0.0000000000, propagate_forward_time: 3.1804916859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2706065178
validation[          , genome  1301] predictions:    9486/  10000 (94.86%), best:    9500/10000 (95.00%), error:      1714.95349, best error:      1673.72754 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 42.3908386230s, input_fired_time: 0.3084220886, output_fired_time: 0.2149498910, propagate_forward_time: 17.4525890350, propagate_backward_time: 22.7335681915, weight_update_time: 0.0843000934, other_time: 1.6813087463
epoch time: 3.5795297623s, input_fired_time: 0.0329721980, output_fired_time: 0.0000000000, propagate_forward_time: 3.2660577297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2804999352
validation[          , genome  1301] predictions:    9471/  10000 (94.71%), best:    9500/10000 (95.00%), error:      1753.73474, best error:      1673.72754 on epoch:    51, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 40.6398963928s, input_fired_time: 0.3010055721, output_fired_time: 0.2077668011, propagate_forward_time: 16.7079792023, propagate_backward_time: 21.8141269684, weight_update_time: 0.0700852722, other_time: 1.6090164185
epoch time: 3.3698451519s, input_fired_time: 0.0317305289, output_fired_time: 0.0000000000, propagate_forward_time: 3.0714595318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2666552067
validation[          , genome  1301] predictions:    9469/  10000 (94.69%), best:    9500/10000 (95.00%), error:      1783.09827, best error:      1673.72754 on epoch:    51, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 38.5092887878s, input_fired_time: 0.2906627953, output_fired_time: 0.1973748803, propagate_forward_time: 15.8087940216, propagate_backward_time: 20.6920833588, weight_update_time: 0.0668945238, other_time: 1.5203704834
epoch time: 3.3532822132s, input_fired_time: 0.0314041153, output_fired_time: 0.0000000000, propagate_forward_time: 3.0514910221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2703871727
validation[          , genome  1301] predictions:    9471/  10000 (94.71%), best:    9500/10000 (95.00%), error:      1750.80334, best error:      1673.72754 on epoch:    51, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 41.3744583130s, input_fired_time: 0.3045557439, output_fired_time: 0.2101670802, propagate_forward_time: 17.0056076050, propagate_backward_time: 22.2424888611, weight_update_time: 0.0715735406, other_time: 1.6116409302
epoch time: 3.3104715347s, input_fired_time: 0.0316174403, output_fired_time: 0.0000000000, propagate_forward_time: 3.0221526623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2567014694
validation[          , genome  1301] predictions:    9494/  10000 (94.94%), best:    9500/10000 (95.00%), error:      1699.25562, best error:      1673.72754 on epoch:    51, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 39.1399269104s, input_fired_time: 0.2976101041, output_fired_time: 0.2002081126, propagate_forward_time: 16.1108417511, propagate_backward_time: 20.9815063477, weight_update_time: 0.0690877438, other_time: 1.5497608185
epoch time: 3.1893932819s, input_fired_time: 0.0306229200, output_fired_time: 0.0000000000, propagate_forward_time: 2.9084715843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2502987385
validation[          , genome  1301] predictions:    9492/  10000 (94.92%), best:    9500/10000 (95.00%), error:      1700.99011, best error:      1673.72754 on epoch:    51, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 43.1378898621s, input_fired_time: 0.3124280870, output_fired_time: 0.2174217552, propagate_forward_time: 17.7411880493, propagate_backward_time: 23.2022476196, weight_update_time: 0.0747617558, other_time: 1.6646041870
epoch time: 3.3131952286s, input_fired_time: 0.0309882071, output_fired_time: 0.0000000000, propagate_forward_time: 3.0260453224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2561616898
validation[          , genome  1301] predictions:    9492/  10000 (94.92%), best:    9500/10000 (95.00%), error:      1694.08740, best error:      1673.72754 on epoch:    51, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 44.6440353394s, input_fired_time: 0.3177399635, output_fired_time: 0.2245340347, propagate_forward_time: 18.3645935059, propagate_backward_time: 23.9948596954, weight_update_time: 0.0776259601, other_time: 1.7423076630
epoch time: 3.4032926559s, input_fired_time: 0.0318962298, output_fired_time: 0.0000000000, propagate_forward_time: 3.1090962887, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2623002529
validation[          , genome  1301] predictions:    9483/  10000 (94.83%), best:    9500/10000 (95.00%), error:      1702.40491, best error:      1673.72754 on epoch:    51, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 38.1884269714s, input_fired_time: 0.2905868888, output_fired_time: 0.1964296252, propagate_forward_time: 15.6841983795, propagate_backward_time: 20.4937248230, weight_update_time: 0.0675368533, other_time: 1.5234851837
epoch time: 3.3096129894s, input_fired_time: 0.0311613921, output_fired_time: 0.0000000000, propagate_forward_time: 3.0216324329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2568192482
validation[          , genome  1301] predictions:    9499/  10000 (94.99%), best:    9500/10000 (95.00%), error:      1697.37927, best error:      1673.72754 on epoch:    51, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 37.3308334351s, input_fired_time: 0.2865946889, output_fired_time: 0.1938089877, propagate_forward_time: 15.3061866760, propagate_backward_time: 20.0764598846, weight_update_time: 0.0652290881, other_time: 1.4677829742
epoch time: 3.3408796787s, input_fired_time: 0.0314220637, output_fired_time: 0.0000000000, propagate_forward_time: 3.0510292053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2584283352
validation[          , genome  1301] predictions:    9490/  10000 (94.90%), best:    9490/10000 (94.90%), error:      1671.09497, best error:      1671.09497 on epoch:    64, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 37.1233482361s, input_fired_time: 0.2854286730, output_fired_time: 0.1916081458, propagate_forward_time: 15.2412633896, propagate_backward_time: 19.9305324554, weight_update_time: 0.0652564391, other_time: 1.4745159149
epoch time: 3.2982580662s, input_fired_time: 0.0314204507, output_fired_time: 0.0000000000, propagate_forward_time: 3.0077395439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2590980530
validation[          , genome  1301] predictions:    9486/  10000 (94.86%), best:    9490/10000 (94.90%), error:      1729.05725, best error:      1671.09497 on epoch:    64, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 38.6189727783s, input_fired_time: 0.2950382233, output_fired_time: 0.1997595727, propagate_forward_time: 15.7980356216, propagate_backward_time: 20.7995834351, weight_update_time: 0.0678354502, other_time: 1.5265579224
epoch time: 3.7081682682s, input_fired_time: 0.0366833396, output_fired_time: 0.0000000000, propagate_forward_time: 3.3762071133, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2952778339
validation[          , genome  1301] predictions:    9500/  10000 (95.00%), best:    9500/10000 (95.00%), error:      1660.91846, best error:      1660.91846 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 38.8950386047s, input_fired_time: 0.3011570573, output_fired_time: 0.2004645020, propagate_forward_time: 15.9357528687, propagate_backward_time: 20.8558444977, weight_update_time: 0.0710212588, other_time: 1.6018161774
epoch time: 3.9652466774s, input_fired_time: 0.0376850739, output_fired_time: 0.0000000000, propagate_forward_time: 3.6238691807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3036923409
validation[          , genome  1301] predictions:    9482/  10000 (94.82%), best:    9500/10000 (95.00%), error:      1702.36145, best error:      1660.91846 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 38.3664779663s, input_fired_time: 0.2947792113, output_fired_time: 0.1984226704, propagate_forward_time: 15.6995515823, propagate_backward_time: 20.6396255493, weight_update_time: 0.0679997355, other_time: 1.5340995789
epoch time: 3.2034425735s, input_fired_time: 0.0308014546, output_fired_time: 0.0000000000, propagate_forward_time: 2.9201164246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2525246143
validation[          , genome  1301] predictions:    9473/  10000 (94.73%), best:    9500/10000 (95.00%), error:      1695.62610, best error:      1660.91846 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 37.5470275879s, input_fired_time: 0.2889968455, output_fired_time: 0.1953270584, propagate_forward_time: 15.4061326981, propagate_backward_time: 20.1871490479, weight_update_time: 0.0650355592, other_time: 1.4694213867
epoch time: 3.4171710014s, input_fired_time: 0.0320277698, output_fired_time: 0.0000000000, propagate_forward_time: 3.1214039326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2637393475
validation[          , genome  1301] predictions:    9464/  10000 (94.64%), best:    9500/10000 (95.00%), error:      1740.15295, best error:      1660.91846 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 40.9945526123s, input_fired_time: 0.3059157729, output_fired_time: 0.2089412063, propagate_forward_time: 16.8688182831, propagate_backward_time: 22.0049552917, weight_update_time: 0.0718109906, other_time: 1.6059207916
epoch time: 3.3270862103s, input_fired_time: 0.0324517526, output_fired_time: 0.0000000000, propagate_forward_time: 3.0328664780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2617678642
validation[          , genome  1301] predictions:    9466/  10000 (94.66%), best:    9500/10000 (95.00%), error:      1827.51147, best error:      1660.91846 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 45.9117660522s, input_fired_time: 0.3263742924, output_fired_time: 0.2287726104, propagate_forward_time: 18.9289207458, propagate_backward_time: 24.6580410004, weight_update_time: 0.0797290802, other_time: 1.7696590424
epoch time: 3.1926393509s, input_fired_time: 0.0309456326, output_fired_time: 0.0000000000, propagate_forward_time: 2.9104857445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2512080669
validation[          , genome  1301] predictions:    9492/  10000 (94.92%), best:    9500/10000 (95.00%), error:      1717.01660, best error:      1660.91846 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 36.4416618347s, input_fired_time: 0.2880366445, output_fired_time: 0.1901640296, propagate_forward_time: 14.9229068756, propagate_backward_time: 19.5510139465, weight_update_time: 0.0659229979, other_time: 1.4895420074
epoch time: 3.0453333855s, input_fired_time: 0.0301596187, output_fired_time: 0.0000000000, propagate_forward_time: 2.7724413872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2427322865
validation[          , genome  1301] predictions:    9495/  10000 (94.95%), best:    9500/10000 (95.00%), error:      1667.69824, best error:      1660.91846 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 36.3258819580s, input_fired_time: 0.2816936970, output_fired_time: 0.1882371604, propagate_forward_time: 14.8397741318, propagate_backward_time: 19.5795974731, weight_update_time: 0.0635867193, other_time: 1.4365806580
epoch time: 3.8999855518s, input_fired_time: 0.0363015756, output_fired_time: 0.0000000000, propagate_forward_time: 3.5664138794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2972700596
validation[          , genome  1301] predictions:    9436/  10000 (94.36%), best:    9500/10000 (95.00%), error:      1842.36841, best error:      1660.91846 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 33.9428482056s, input_fired_time: 0.2773227692, output_fired_time: 0.1813215911, propagate_forward_time: 13.8759136200, propagate_backward_time: 18.2119770050, weight_update_time: 0.0619570054, other_time: 1.3963165283
epoch time: 4.4339900017s, input_fired_time: 0.0399731062, output_fired_time: 0.0000000000, propagate_forward_time: 4.0604386330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3335781097
validation[          , genome  1301] predictions:    9473/  10000 (94.73%), best:    9500/10000 (95.00%), error:      1745.08362, best error:      1660.91846 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 37.8666725159s, input_fired_time: 0.2958987057, output_fired_time: 0.1942248195, propagate_forward_time: 15.4470129013, propagate_backward_time: 20.3896141052, weight_update_time: 0.0691492036, other_time: 1.5399208069
epoch time: 4.3949041367s, input_fired_time: 0.0394462086, output_fired_time: 0.0000000000, propagate_forward_time: 4.0264225006, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3290352821
validation[          , genome  1301] predictions:    9495/  10000 (94.95%), best:    9495/10000 (94.95%), error:      1655.27710, best error:      1655.27710 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 45.5914993286s, input_fired_time: 0.3256834447, output_fired_time: 0.2292594761, propagate_forward_time: 18.7826824188, propagate_backward_time: 24.5034236908, weight_update_time: 0.0789238960, other_time: 1.7504501343
epoch time: 4.3988966942s, input_fired_time: 0.0406615138, output_fired_time: 0.0000000000, propagate_forward_time: 4.0262379646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3319973946
validation[          , genome  1301] predictions:    9478/  10000 (94.78%), best:    9495/10000 (94.95%), error:      1685.18982, best error:      1655.27710 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 48.5359916687s, input_fired_time: 0.3372965753, output_fired_time: 0.2417676002, propagate_forward_time: 20.0409698486, propagate_backward_time: 26.0828437805, weight_update_time: 0.0835051686, other_time: 1.8331146240
epoch time: 4.3993525505s, input_fired_time: 0.0394483283, output_fired_time: 0.0000000000, propagate_forward_time: 4.0314807892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3284235001
validation[          , genome  1301] predictions:    9500/  10000 (95.00%), best:    9500/10000 (95.00%), error:      1627.58191, best error:      1627.58191 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 36.2423973083s, input_fired_time: 0.2891259789, output_fired_time: 0.1893136352, propagate_forward_time: 14.8157558441, propagate_backward_time: 19.4766845703, weight_update_time: 0.0664624423, other_time: 1.4715175629
epoch time: 3.8423843384s, input_fired_time: 0.0367514193, output_fired_time: 0.0000000000, propagate_forward_time: 3.5115551949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2940776348
validation[          , genome  1301] predictions:    9503/  10000 (95.03%), best:    9500/10000 (95.00%), error:      1654.37073, best error:      1627.58191 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 35.2243080139s, input_fired_time: 0.2822264433, output_fired_time: 0.1842647195, propagate_forward_time: 14.3902168274, propagate_backward_time: 18.9436912537, weight_update_time: 0.0637085065, other_time: 1.4239082336
epoch time: 3.2932775021s, input_fired_time: 0.0320283286, output_fired_time: 0.0000000000, propagate_forward_time: 3.0037152767, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2575337887
validation[          , genome  1301] predictions:    9475/  10000 (94.75%), best:    9500/10000 (95.00%), error:      1705.78442, best error:      1627.58191 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 36.8733062744s, input_fired_time: 0.2880919874, output_fired_time: 0.1913113147, propagate_forward_time: 15.0920734406, propagate_backward_time: 19.8281898499, weight_update_time: 0.0647184178, other_time: 1.4736385345
epoch time: 3.3186163902s, input_fired_time: 0.0322268158, output_fired_time: 0.0000000000, propagate_forward_time: 3.0244364738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2619531155
validation[          , genome  1301] predictions:    9489/  10000 (94.89%), best:    9500/10000 (95.00%), error:      1656.10449, best error:      1627.58191 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 39.1429710388s, input_fired_time: 0.2976635098, output_fired_time: 0.2013361603, propagate_forward_time: 16.0546092987, propagate_backward_time: 21.0408840179, weight_update_time: 0.0680608898, other_time: 1.5484771729
epoch time: 3.3811762333s, input_fired_time: 0.0324420631, output_fired_time: 0.0000000000, propagate_forward_time: 3.0790755749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2696585655
validation[          , genome  1301] predictions:    9494/  10000 (94.94%), best:    9500/10000 (95.00%), error:      1653.83887, best error:      1627.58191 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 36.8877639771s, input_fired_time: 0.2888194025, output_fired_time: 0.1919198632, propagate_forward_time: 15.1361484528, propagate_backward_time: 19.7939605713, weight_update_time: 0.0645498857, other_time: 1.4769153595
epoch time: 3.3156819344s, input_fired_time: 0.0321722664, output_fired_time: 0.0000000000, propagate_forward_time: 3.0220379829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2614717484
validation[          , genome  1301] predictions:    9506/  10000 (95.06%), best:    9500/10000 (95.00%), error:      1643.82568, best error:      1627.58191 on epoch:    77, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 37.2225227356s, input_fired_time: 0.2891823947, output_fired_time: 0.1934312433, propagate_forward_time: 15.2745647430, propagate_backward_time: 19.9857616425, weight_update_time: 0.0648551732, other_time: 1.4795837402
epoch time: 3.2862012386s, input_fired_time: 0.0316217504, output_fired_time: 0.0000000000, propagate_forward_time: 2.9993059635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2552735806
validation[          , genome  1301] predictions:    9494/  10000 (94.94%), best:    9500/10000 (95.00%), error:      1669.32996, best error:      1627.58191 on epoch:    77, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 37.1901893616s, input_fired_time: 0.2958007455, output_fired_time: 0.1941397190, propagate_forward_time: 15.2136087418, propagate_backward_time: 20.0290260315, weight_update_time: 0.0647163689, other_time: 1.4576148987
epoch time: 3.3648285866s, input_fired_time: 0.0323698148, output_fired_time: 0.0000000000, propagate_forward_time: 3.0611457825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2713129520
validation[          , genome  1301] predictions:    9511/  10000 (95.11%), best:    9511/10000 (95.11%), error:      1625.60437, best error:      1625.60437 on epoch:    84, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 37.0761451721s, input_fired_time: 0.2899520993, output_fired_time: 0.1935700029, propagate_forward_time: 15.2437896729, propagate_backward_time: 19.8801670074, weight_update_time: 0.0649004281, other_time: 1.4686679840
epoch time: 3.3314211369s, input_fired_time: 0.0318829827, output_fired_time: 0.0000000000, propagate_forward_time: 3.0301206112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2694175243
validation[          , genome  1301] predictions:    9510/  10000 (95.10%), best:    9511/10000 (95.11%), error:      1640.13000, best error:      1625.60437 on epoch:    84, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 36.9948272705s, input_fired_time: 0.2882193029, output_fired_time: 0.1935357898, propagate_forward_time: 15.1912221909, propagate_backward_time: 19.8556156158, weight_update_time: 0.0643299222, other_time: 1.4662342072
epoch time: 4.4090766907s, input_fired_time: 0.0400160588, output_fired_time: 0.0000000000, propagate_forward_time: 4.0366163254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3324441910
validation[          , genome  1301] predictions:    9500/  10000 (95.00%), best:    9511/10000 (95.11%), error:      1644.61914, best error:      1625.60437 on epoch:    84, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 47.7861099243s, input_fired_time: 0.3420633674, output_fired_time: 0.2388562560, propagate_forward_time: 19.6944942474, propagate_backward_time: 25.6660747528, weight_update_time: 0.0823171437, other_time: 1.8446197510
epoch time: 3.9438288212s, input_fired_time: 0.0375984572, output_fired_time: 0.0000000000, propagate_forward_time: 3.6034498215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3027806282
validation[          , genome  1301] predictions:    9489/  10000 (94.89%), best:    9511/10000 (95.11%), error:      1658.57666, best error:      1625.60437 on epoch:    84, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 46.2909660339s, input_fired_time: 0.3369635642, output_fired_time: 0.2312813401, propagate_forward_time: 19.0765895844, propagate_backward_time: 24.8450832367, weight_update_time: 0.0796216503, other_time: 1.8010482788
epoch time: 3.3102822304s, input_fired_time: 0.0326472037, output_fired_time: 0.0000000000, propagate_forward_time: 3.0209629536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2566721439
validation[          , genome  1301] predictions:    9488/  10000 (94.88%), best:    9511/10000 (95.11%), error:      1661.68848, best error:      1625.60437 on epoch:    84, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 37.1444816589s, input_fired_time: 0.2919836938, output_fired_time: 0.1944648623, propagate_forward_time: 15.2513637543, propagate_backward_time: 19.9259948730, weight_update_time: 0.0649510100, other_time: 1.4806728363
epoch time: 3.1925990582s, input_fired_time: 0.0315126292, output_fired_time: 0.0000000000, propagate_forward_time: 2.9093496799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2517366409
validation[          , genome  1301] predictions:    9480/  10000 (94.80%), best:    9511/10000 (95.11%), error:      1697.60535, best error:      1625.60437 on epoch:    84, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 36.5378494263s, input_fired_time: 0.2882830799, output_fired_time: 0.1914668381, propagate_forward_time: 14.9681177139, propagate_backward_time: 19.6390914917, weight_update_time: 0.0646802261, other_time: 1.4508895874
epoch time: 3.2857050896s, input_fired_time: 0.0320765786, output_fired_time: 0.0000000000, propagate_forward_time: 2.9954922199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2581362724
validation[          , genome  1301] predictions:    9480/  10000 (94.80%), best:    9511/10000 (95.11%), error:      1737.68652, best error:      1625.60437 on epoch:    84, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 39.1189575195s, input_fired_time: 0.3044623733, output_fired_time: 0.2035658509, propagate_forward_time: 16.0304660797, propagate_backward_time: 21.0156860352, weight_update_time: 0.0703255162, other_time: 1.5647754669
epoch time: 4.4218192101s, input_fired_time: 0.0418162122, output_fired_time: 0.0000000000, propagate_forward_time: 4.0437822342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3362207413
validation[          , genome  1301] predictions:    9510/  10000 (95.10%), best:    9510/10000 (95.10%), error:      1620.16223, best error:      1620.16223 on epoch:    91, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 39.3104362488s, input_fired_time: 0.3034766316, output_fired_time: 0.2037548721, propagate_forward_time: 16.1469039917, propagate_backward_time: 21.0823345184, weight_update_time: 0.0697995350, other_time: 1.5739650726
epoch time: 3.4967017174s, input_fired_time: 0.0351357646, output_fired_time: 0.0000000000, propagate_forward_time: 3.1804223061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2811436653
validation[          , genome  1301] predictions:    9487/  10000 (94.87%), best:    9510/10000 (95.10%), error:      1656.61523, best error:      1620.16223 on epoch:    91, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 41.7635154724s, input_fired_time: 0.3107506037, output_fired_time: 0.2141626030, propagate_forward_time: 17.2078323364, propagate_backward_time: 22.4211177826, weight_update_time: 0.0722811595, other_time: 1.6096553802
epoch time: 3.3131206036s, input_fired_time: 0.0318471082, output_fired_time: 0.0000000000, propagate_forward_time: 3.0280420780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2532315254
validation[          , genome  1301] predictions:    9479/  10000 (94.79%), best:    9510/10000 (95.10%), error:      1733.70068, best error:      1620.16223 on epoch:    91, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 36.7689361572s, input_fired_time: 0.2865229845, output_fired_time: 0.1918835044, propagate_forward_time: 15.0686006546, propagate_backward_time: 19.7892971039, weight_update_time: 0.0637702197, other_time: 1.4326343536
epoch time: 3.3664634228s, input_fired_time: 0.0325801298, output_fired_time: 0.0000000000, propagate_forward_time: 3.0741553307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2597279549
validation[          , genome  1301] predictions:    9493/  10000 (94.93%), best:    9510/10000 (95.10%), error:      1644.02319, best error:      1620.16223 on epoch:    91, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 37.0673637390s, input_fired_time: 0.2860895693, output_fired_time: 0.1906221807, propagate_forward_time: 15.1189861298, propagate_backward_time: 20.0229682922, weight_update_time: 0.0648749173, other_time: 1.4486980438
epoch time: 3.3506460190s, input_fired_time: 0.0320841260, output_fired_time: 0.0000000000, propagate_forward_time: 3.0603775978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2581841946
validation[          , genome  1301] predictions:    9478/  10000 (94.78%), best:    9510/10000 (95.10%), error:      1724.81445, best error:      1620.16223 on epoch:    91, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 39.5266227722s, input_fired_time: 0.3019502163, output_fired_time: 0.2034783661, propagate_forward_time: 16.2276630402, propagate_backward_time: 21.2377872467, weight_update_time: 0.0703868046, other_time: 1.5557441711
epoch time: 3.0402061939s, input_fired_time: 0.0308565460, output_fired_time: 0.0000000000, propagate_forward_time: 2.7675399780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2418096066
validation[          , genome  1301] predictions:    9499/  10000 (94.99%), best:    9510/10000 (95.10%), error:      1641.59473, best error:      1620.16223 on epoch:    91, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 43.7213516235s, input_fired_time: 0.3243963420, output_fired_time: 0.2212593406, propagate_forward_time: 17.9907398224, propagate_backward_time: 23.4679927826, weight_update_time: 0.0779859647, other_time: 1.7169609070
epoch time: 3.0560686588s, input_fired_time: 0.0310935769, output_fired_time: 0.0000000000, propagate_forward_time: 2.7843754292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2405996323
validation[          , genome  1301] predictions:    9506/  10000 (95.06%), best:    9510/10000 (95.10%), error:      1658.33594, best error:      1620.16223 on epoch:    91, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 44.7849388123s, input_fired_time: 0.3267011940, output_fired_time: 0.2250918150, propagate_forward_time: 18.3967647552, propagate_backward_time: 24.1022167206, weight_update_time: 0.0790615752, other_time: 1.7341651917
epoch time: 4.4036660194s, input_fired_time: 0.0408162065, output_fired_time: 0.0000000000, propagate_forward_time: 4.0299658775, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3328838348
validation[          , genome  1301] predictions:    9503/  10000 (95.03%), best:    9510/10000 (95.10%), error:      1631.19897, best error:      1620.16223 on epoch:    91, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 45.5635833740s, input_fired_time: 0.3327619135, output_fired_time: 0.2352305353, propagate_forward_time: 18.8364200592, propagate_backward_time: 24.3915443420, weight_update_time: 0.0807111859, other_time: 1.7676258087
epoch time: 3.3787615299s, input_fired_time: 0.0327449106, output_fired_time: 0.0000000000, propagate_forward_time: 3.0840544701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2619621754
validation[          , genome  1301] predictions:    9482/  10000 (94.82%), best:    9510/10000 (95.10%), error:      1663.61218, best error:      1620.16223 on epoch:    91, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 38.9388961792s, input_fired_time: 0.3031948805, output_fired_time: 0.2002261579, propagate_forward_time: 15.9770040512, propagate_backward_time: 20.9080028534, weight_update_time: 0.0697852001, other_time: 1.5504665375
epoch time: 4.4157137871s, input_fired_time: 0.0425040536, output_fired_time: 0.0000000000, propagate_forward_time: 4.0380244255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3351855278
validation[          , genome  1301] predictions:    9508/  10000 (95.08%), best:    9508/10000 (95.08%), error:      1619.87048, best error:      1619.87048 on epoch:   100, 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: 16.6354885101s, input_fired_time: 0.1655755788, output_fired_time: 0.0000000000, propagate_forward_time: 15.1331443787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3367691040
best training[          , genome  1301] predictions:   48438/  50000 (96.88%), best:    9508/10000 (95.08%), error:      5764.69824, best error:      1619.87048 on epoch:   100, 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: 3.3115472794s, input_fired_time: 0.0321948230, output_fired_time: 0.0000000000, propagate_forward_time: 3.0058403015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2735121250
   testing[          , genome  1301] predictions:    9582/  10000 (95.82%), best:    9508/10000 (95.08%), error:      1475.35754, best error:      1619.87048 on epoch:   100, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:12:56 (41018): called boinc_finish(0)

</stderr_txt>
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