Nameexact_genome_1512568488_42_6894_0
Workunit2605731
Created7 Dec 2017, 22:35:13 UTC
Sent7 Dec 2017, 22:42:51 UTC
Report deadline20 Dec 2017, 16:46:43 UTC
Received8 Dec 2017, 17:59:51 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57373
Run time7 hours 6 min 34 sec
CPU time7 hours 5 min 31 sec
Validate stateValid
Credit3,188.17
Device peak FLOPS3.51 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size159.57 MB
Peak swap size162.89 MB
Peak disk usage2.76 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
0, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 232.1817474365s, input_fired_time: 2.4902606010, output_fired_time: 2.2421686649, propagate_forward_time: 87.1877899170, propagate_backward_time: 136.2904052734, weight_update_time: 0.2206661254, other_time: 3.9711151123
epoch time: 18.2469825745s, input_fired_time: 0.3108200133, output_fired_time: 0.0000000000, propagate_forward_time: 17.2406120300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6955509186
validation[          , genome  6894] predictions:    9722/  10000 (97.22%), best:    9746/10000 (97.46%), error:       891.27991, best error:       805.62177 on epoch:    10, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 230.7463073730s, input_fired_time: 2.4503924847, output_fired_time: 2.2279510498, propagate_forward_time: 86.7068862915, propagate_backward_time: 135.4235687256, weight_update_time: 0.2239079922, other_time: 3.9375152588
epoch time: 18.3749389648s, input_fired_time: 0.3205653429, output_fired_time: 0.0000000000, propagate_forward_time: 17.3517894745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7025833130
validation[          , genome  6894] predictions:    9786/  10000 (97.86%), best:    9786/10000 (97.86%), error:       726.32922, best error:       726.32922 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 230.5644531250s, input_fired_time: 2.4967260361, output_fired_time: 2.2103366852, propagate_forward_time: 86.4884109497, propagate_backward_time: 135.3630676270, weight_update_time: 0.2288344204, other_time: 4.0059204102
epoch time: 18.2967090607s, input_fired_time: 0.3121037781, output_fired_time: 0.0000000000, propagate_forward_time: 17.2817420959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7028636932
validation[          , genome  6894] predictions:    9699/  10000 (96.99%), best:    9786/10000 (97.86%), error:       980.55432, best error:       726.32922 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 232.2820587158s, input_fired_time: 2.4841384888, output_fired_time: 2.2183938026, propagate_forward_time: 87.1690673828, propagate_backward_time: 136.4409179688, weight_update_time: 0.2347965240, other_time: 3.9695281982
epoch time: 18.2713203430s, input_fired_time: 0.3074767590, output_fired_time: 0.0000000000, propagate_forward_time: 17.2777862549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6860580444
validation[          , genome  6894] predictions:    9710/  10000 (97.10%), best:    9786/10000 (97.86%), error:       992.85461, best error:       726.32922 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 230.6722259521s, input_fired_time: 2.4687426090, output_fired_time: 2.2409374714, propagate_forward_time: 86.3274688721, propagate_backward_time: 135.6725158691, weight_update_time: 0.2372471690, other_time: 3.9625549316
epoch time: 18.1016349792s, input_fired_time: 0.3120557964, output_fired_time: 0.0000000000, propagate_forward_time: 17.0969352722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6926441193
validation[          , genome  6894] predictions:    9729/  10000 (97.29%), best:    9786/10000 (97.86%), error:       872.48486, best error:       726.32922 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 234.0695343018s, input_fired_time: 2.5076391697, output_fired_time: 2.2333114147, propagate_forward_time: 87.7911911011, propagate_backward_time: 137.5706787109, weight_update_time: 0.2434590161, other_time: 3.9667053223
epoch time: 18.3761367798s, input_fired_time: 0.3181159198, output_fired_time: 0.0000000000, propagate_forward_time: 17.3682994843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6897220612
validation[          , genome  6894] predictions:    9746/  10000 (97.46%), best:    9786/10000 (97.86%), error:       807.20721, best error:       726.32922 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 232.0252532959s, input_fired_time: 2.4848673344, output_fired_time: 2.2178092003, propagate_forward_time: 86.7336273193, propagate_backward_time: 136.6105041504, weight_update_time: 0.2555865347, other_time: 3.9784545898
epoch time: 18.3470954895s, input_fired_time: 0.3091052473, output_fired_time: 0.0000000000, propagate_forward_time: 17.3506946564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6872959137
validation[          , genome  6894] predictions:    9770/  10000 (97.70%), best:    9786/10000 (97.86%), error:       750.46893, best error:       726.32922 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 233.0946655273s, input_fired_time: 2.4662842751, output_fired_time: 2.2326879501, propagate_forward_time: 87.0325622559, propagate_backward_time: 137.3407287598, weight_update_time: 0.2616396546, other_time: 4.0224151611
epoch time: 18.6102066040s, input_fired_time: 0.3180057108, output_fired_time: 0.0000000000, propagate_forward_time: 17.5860576630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7061424255
validation[          , genome  6894] predictions:    9750/  10000 (97.50%), best:    9786/10000 (97.86%), error:       794.86938, best error:       726.32922 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 234.0206909180s, input_fired_time: 2.5000576973, output_fired_time: 2.2267611027, propagate_forward_time: 87.3120346069, propagate_backward_time: 137.9862213135, weight_update_time: 0.2798284888, other_time: 3.9956207275
epoch time: 18.2124443054s, input_fired_time: 0.3135533929, output_fired_time: 0.0000000000, propagate_forward_time: 17.2131519318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6857395172
validation[          , genome  6894] predictions:    9763/  10000 (97.63%), best:    9786/10000 (97.86%), error:       776.36261, best error:       726.32922 on epoch:    16, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 233.4552001953s, input_fired_time: 2.4761111736, output_fired_time: 2.2321028709, propagate_forward_time: 87.1963729858, propagate_backward_time: 137.6208190918, weight_update_time: 0.2846226990, other_time: 3.9298095703
epoch time: 18.3795948029s, input_fired_time: 0.3172792792, output_fired_time: 0.0000000000, propagate_forward_time: 17.3814201355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6808948517
validation[          , genome  6894] predictions:    9787/  10000 (97.87%), best:    9787/10000 (97.87%), error:       712.96912, best error:       712.96912 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 234.6961364746s, input_fired_time: 2.5347552299, output_fired_time: 2.2414965630, propagate_forward_time: 87.5687789917, propagate_backward_time: 138.2647705078, weight_update_time: 0.2988536358, other_time: 4.0863342285
epoch time: 18.2546958923s, input_fired_time: 0.3138690889, output_fired_time: 0.0000000000, propagate_forward_time: 17.2522335052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6885929108
validation[          , genome  6894] predictions:    9740/  10000 (97.40%), best:    9787/10000 (97.87%), error:       804.28625, best error:       712.96912 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 232.3554534912s, input_fired_time: 2.4996228218, output_fired_time: 2.2312216759, propagate_forward_time: 86.4907760620, propagate_backward_time: 137.0429687500, weight_update_time: 0.3297287524, other_time: 4.0908813477
epoch time: 18.2976112366s, input_fired_time: 0.3056980073, output_fired_time: 0.0000000000, propagate_forward_time: 17.3098926544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6820201874
validation[          , genome  6894] predictions:    9780/  10000 (97.80%), best:    9787/10000 (97.87%), error:       719.02032, best error:       712.96912 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 234.3177185059s, input_fired_time: 2.5031130314, output_fired_time: 2.2381985188, propagate_forward_time: 87.1840744019, propagate_backward_time: 138.2812652588, weight_update_time: 0.3296194971, other_time: 4.1110687256
epoch time: 18.5927639008s, input_fired_time: 0.3163909912, output_fired_time: 0.0000000000, propagate_forward_time: 17.5926380157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6837348938
validation[          , genome  6894] predictions:    9772/  10000 (97.72%), best:    9787/10000 (97.87%), error:       734.39288, best error:       712.96912 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 232.5849151611s, input_fired_time: 2.4731540680, output_fired_time: 2.2239706516, propagate_forward_time: 86.6081542969, propagate_backward_time: 137.2509155273, weight_update_time: 0.3427765965, other_time: 4.0287170410
epoch time: 18.2192459106s, input_fired_time: 0.3086686134, output_fired_time: 0.0000000000, propagate_forward_time: 17.2288894653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6816883087
validation[          , genome  6894] predictions:    9748/  10000 (97.48%), best:    9787/10000 (97.87%), error:       771.03046, best error:       712.96912 on epoch:    24, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 231.9897766113s, input_fired_time: 2.4971289635, output_fired_time: 2.2127759457, propagate_forward_time: 86.2161788940, propagate_backward_time: 136.9521484375, weight_update_time: 0.3605237603, other_time: 4.1115417480
epoch time: 18.3625659943s, input_fired_time: 0.3245429695, output_fired_time: 0.0000000000, propagate_forward_time: 17.3485355377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6894874573
validation[          , genome  6894] predictions:    9751/  10000 (97.51%), best:    9787/10000 (97.87%), error:       749.51782, best error:       712.96912 on epoch:    24, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 234.5545501709s, input_fired_time: 2.4900155067, output_fired_time: 2.2335877419, propagate_forward_time: 87.1033859253, propagate_backward_time: 138.6838684082, weight_update_time: 0.3667030632, other_time: 4.0437011719
epoch time: 18.3242931366s, input_fired_time: 0.3134495020, output_fired_time: 0.0000000000, propagate_forward_time: 17.3315029144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6793403625
validation[          , genome  6894] predictions:    9753/  10000 (97.53%), best:    9787/10000 (97.87%), error:       769.87238, best error:       712.96912 on epoch:    24, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 233.4295654297s, input_fired_time: 2.4759089947, output_fired_time: 2.2368650436, propagate_forward_time: 86.6670303345, propagate_backward_time: 137.9494781494, weight_update_time: 0.3856437504, other_time: 4.1002960205
epoch time: 18.3742847443s, input_fired_time: 0.3066341877, output_fired_time: 0.0000000000, propagate_forward_time: 17.3808593750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6867904663
validation[          , genome  6894] predictions:    9760/  10000 (97.60%), best:    9787/10000 (97.87%), error:       766.20844, best error:       712.96912 on epoch:    24, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 234.2055664063s, input_fired_time: 2.4970643520, output_fired_time: 2.2182617188, propagate_forward_time: 87.0413284302, propagate_backward_time: 138.2991638184, weight_update_time: 0.3894856572, other_time: 4.1497497559
epoch time: 18.3640270233s, input_fired_time: 0.3115799129, output_fired_time: 0.0000000000, propagate_forward_time: 17.3554496765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6969966888
validation[          , genome  6894] predictions:    9789/  10000 (97.89%), best:    9789/10000 (97.89%), error:       677.87189, best error:       677.87189 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 232.1942138672s, input_fired_time: 2.4874467850, output_fired_time: 2.2236423492, propagate_forward_time: 86.1738739014, propagate_backward_time: 137.1819305420, weight_update_time: 0.3962387741, other_time: 4.1273193359
epoch time: 18.4518985748s, input_fired_time: 0.3176834881, output_fired_time: 0.0000000000, propagate_forward_time: 17.4346981049, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6995162964
validation[          , genome  6894] predictions:    9800/  10000 (98.00%), best:    9789/10000 (97.89%), error:       681.92413, best error:       677.87189 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 234.7051696777s, input_fired_time: 2.5339097977, output_fired_time: 2.2398893833, propagate_forward_time: 86.9930038452, propagate_backward_time: 138.7503967285, weight_update_time: 0.4065580368, other_time: 4.1879882813
epoch time: 18.3944435120s, input_fired_time: 0.3126573861, output_fired_time: 0.0000000000, propagate_forward_time: 17.3982849121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6835002899
validation[          , genome  6894] predictions:    9786/  10000 (97.86%), best:    9789/10000 (97.89%), error:       684.57336, best error:       677.87189 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 233.9573059082s, input_fired_time: 2.4930317402, output_fired_time: 2.2281584740, propagate_forward_time: 86.7959594727, propagate_backward_time: 138.2763977051, weight_update_time: 0.3968297243, other_time: 4.1637573242
epoch time: 18.1976470947s, input_fired_time: 0.3166038394, output_fired_time: 0.0000000000, propagate_forward_time: 17.1891021729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6919403076
validation[          , genome  6894] predictions:    9780/  10000 (97.80%), best:    9789/10000 (97.89%), error:       693.03394, best error:       677.87189 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 233.5856018066s, input_fired_time: 2.4869945049, output_fired_time: 2.2215731144, propagate_forward_time: 86.6222229004, propagate_backward_time: 138.1034545898, weight_update_time: 0.3962910473, other_time: 4.1513519287
epoch time: 18.9516258240s, input_fired_time: 0.3144982457, output_fired_time: 0.0000000000, propagate_forward_time: 17.9373683929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6997585297
validation[          , genome  6894] predictions:    9779/  10000 (97.79%), best:    9789/10000 (97.89%), error:       703.56293, best error:       677.87189 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 234.3621673584s, input_fired_time: 2.5086243153, output_fired_time: 2.2434892654, propagate_forward_time: 86.9943161011, propagate_backward_time: 138.4564666748, weight_update_time: 0.3953726888, other_time: 4.1592864990
epoch time: 18.4790363312s, input_fired_time: 0.3167636096, output_fired_time: 0.0000000000, propagate_forward_time: 17.4688205719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6934528351
validation[          , genome  6894] predictions:    9719/  10000 (97.19%), best:    9789/10000 (97.89%), error:       950.54321, best error:       677.87189 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 233.0138244629s, input_fired_time: 2.4732105732, output_fired_time: 2.2072699070, propagate_forward_time: 86.4123611450, propagate_backward_time: 137.7769165039, weight_update_time: 0.3951374590, other_time: 4.1440734863
epoch time: 18.3069229126s, input_fired_time: 0.3180601001, output_fired_time: 0.0000000000, propagate_forward_time: 17.3020420074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6868209839
validation[          , genome  6894] predictions:    9750/  10000 (97.50%), best:    9789/10000 (97.89%), error:       765.66272, best error:       677.87189 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 233.6196441650s, input_fired_time: 2.5071604252, output_fired_time: 2.2162044048, propagate_forward_time: 86.4942398071, propagate_backward_time: 138.1862030029, weight_update_time: 0.3963855803, other_time: 4.2158355713
epoch time: 18.3511638641s, input_fired_time: 0.3168819845, output_fired_time: 0.0000000000, propagate_forward_time: 17.3168029785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7174797058
validation[          , genome  6894] predictions:    9765/  10000 (97.65%), best:    9789/10000 (97.89%), error:       731.19482, best error:       677.87189 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 232.9012145996s, input_fired_time: 2.4766962528, output_fired_time: 2.2398605347, propagate_forward_time: 86.3779144287, propagate_backward_time: 137.6906433105, weight_update_time: 0.3948466182, other_time: 4.1161041260
epoch time: 18.2750492096s, input_fired_time: 0.3167263269, output_fired_time: 0.0000000000, propagate_forward_time: 17.2714290619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6868934631
validation[          , genome  6894] predictions:    9743/  10000 (97.43%), best:    9789/10000 (97.89%), error:       818.89978, best error:       677.87189 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 235.0571746826s, input_fired_time: 2.4756290913, output_fired_time: 2.2726264000, propagate_forward_time: 86.9801712036, propagate_backward_time: 139.1392974854, weight_update_time: 0.3965267539, other_time: 4.1894378662
epoch time: 18.2588615417s, input_fired_time: 0.3098624349, output_fired_time: 0.0000000000, propagate_forward_time: 17.2741508484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6748485565
validation[          , genome  6894] predictions:    9808/  10000 (98.08%), best:    9808/10000 (98.08%), error:       648.85132, best error:       648.85132 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 233.3935394287s, input_fired_time: 2.4822936058, output_fired_time: 2.2123401165, propagate_forward_time: 86.5136489868, propagate_backward_time: 138.0853424072, weight_update_time: 0.3945342302, other_time: 4.0998992920
epoch time: 18.4383583069s, input_fired_time: 0.3274346590, output_fired_time: 0.0000000000, propagate_forward_time: 17.4230041504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6879196167
validation[          , genome  6894] predictions:    9792/  10000 (97.92%), best:    9808/10000 (98.08%), error:       683.83118, best error:       648.85132 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 233.9183502197s, input_fired_time: 2.4510681629, output_fired_time: 2.2349529266, propagate_forward_time: 86.5571670532, propagate_backward_time: 138.5890655518, weight_update_time: 0.3930232227, other_time: 4.0861053467
epoch time: 18.6308574677s, input_fired_time: 0.3157307208, output_fired_time: 0.0000000000, propagate_forward_time: 17.6265201569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6886062622
validation[          , genome  6894] predictions:    9765/  10000 (97.65%), best:    9808/10000 (98.08%), error:       738.32922, best error:       648.85132 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 236.2673339844s, input_fired_time: 2.5094950199, output_fired_time: 2.2260959148, propagate_forward_time: 87.5409622192, propagate_backward_time: 139.9066009521, weight_update_time: 0.3983258307, other_time: 4.0841827393
epoch time: 18.7196083069s, input_fired_time: 0.3201354146, output_fired_time: 0.0000000000, propagate_forward_time: 17.7068862915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6925868988
validation[          , genome  6894] predictions:    9795/  10000 (97.95%), best:    9808/10000 (98.08%), error:       690.95856, best error:       648.85132 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 232.9187316895s, input_fired_time: 2.4771597385, output_fired_time: 2.2044682503, propagate_forward_time: 86.1294097900, propagate_backward_time: 137.9989013672, weight_update_time: 0.3977985382, other_time: 4.1087951660
epoch time: 18.1712436676s, input_fired_time: 0.3184325695, output_fired_time: 0.0000000000, propagate_forward_time: 17.1594123840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6933994293
validation[          , genome  6894] predictions:    9757/  10000 (97.57%), best:    9808/10000 (98.08%), error:       808.97717, best error:       648.85132 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 233.3628234863s, input_fired_time: 2.5060443878, output_fired_time: 2.2358288765, propagate_forward_time: 86.3459701538, propagate_backward_time: 138.0778350830, weight_update_time: 0.3952772021, other_time: 4.1971588135
epoch time: 18.3803672791s, input_fired_time: 0.3088847697, output_fired_time: 0.0000000000, propagate_forward_time: 17.3743591309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6971225739
validation[          , genome  6894] predictions:    9799/  10000 (97.99%), best:    9808/10000 (98.08%), error:       665.71246, best error:       648.85132 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 232.9359283447s, input_fired_time: 2.4760217667, output_fired_time: 2.2100169659, propagate_forward_time: 86.2348556519, propagate_backward_time: 137.8815612793, weight_update_time: 0.3925719559, other_time: 4.1334533691
epoch time: 18.3337554932s, input_fired_time: 0.3202946782, output_fired_time: 0.0000000000, propagate_forward_time: 17.3200550079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6934051514
validation[          , genome  6894] predictions:    9791/  10000 (97.91%), best:    9808/10000 (98.08%), error:       687.32416, best error:       648.85132 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 235.8489837646s, input_fired_time: 2.4889156818, output_fired_time: 2.2227687836, propagate_forward_time: 87.4661331177, propagate_backward_time: 139.4986114502, weight_update_time: 0.3936638832, other_time: 4.1725616455
epoch time: 18.3242130280s, input_fired_time: 0.3166639209, output_fired_time: 0.0000000000, propagate_forward_time: 17.3146286011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6929206848
validation[          , genome  6894] predictions:    9775/  10000 (97.75%), best:    9808/10000 (98.08%), error:       731.10162, best error:       648.85132 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 233.0433044434s, input_fired_time: 2.4909851551, output_fired_time: 2.2216308117, propagate_forward_time: 86.1694793701, propagate_backward_time: 137.9944763184, weight_update_time: 0.3955806196, other_time: 4.1667327881
epoch time: 18.5934429169s, input_fired_time: 0.3136565685, output_fired_time: 0.0000000000, propagate_forward_time: 17.5878601074, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6919269562
validation[          , genome  6894] predictions:    9761/  10000 (97.61%), best:    9808/10000 (98.08%), error:       782.55237, best error:       648.85132 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 233.6863555908s, input_fired_time: 2.4946258068, output_fired_time: 2.2035443783, propagate_forward_time: 86.4704055786, propagate_backward_time: 138.4245605469, weight_update_time: 0.3932478130, other_time: 4.0932312012
epoch time: 18.3444442749s, input_fired_time: 0.3132806718, output_fired_time: 0.0000000000, propagate_forward_time: 17.3542518616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6769123077
validation[          , genome  6894] predictions:    9782/  10000 (97.82%), best:    9808/10000 (98.08%), error:       675.89886, best error:       648.85132 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 235.6616210938s, input_fired_time: 2.5372810364, output_fired_time: 2.2511887550, propagate_forward_time: 87.3559188843, propagate_backward_time: 139.3151550293, weight_update_time: 0.3955583572, other_time: 4.2020874023
epoch time: 18.6649074554s, input_fired_time: 0.3257612884, output_fired_time: 0.0000000000, propagate_forward_time: 17.6487483978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6903972626
validation[          , genome  6894] predictions:    9768/  10000 (97.68%), best:    9808/10000 (98.08%), error:       792.05347, best error:       648.85132 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 236.0363159180s, input_fired_time: 2.4891388416, output_fired_time: 2.2506685257, propagate_forward_time: 87.2551574707, propagate_backward_time: 139.9292449951, weight_update_time: 0.4122612774, other_time: 4.1121063232
epoch time: 18.1941833496s, input_fired_time: 0.3249090910, output_fired_time: 0.0000000000, propagate_forward_time: 17.1755981445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6936759949
validation[          , genome  6894] predictions:    9758/  10000 (97.58%), best:    9808/10000 (98.08%), error:       777.42389, best error:       648.85132 on epoch:    41, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 235.6063690186s, input_fired_time: 2.4967703819, output_fired_time: 2.2459621429, propagate_forward_time: 87.1609802246, propagate_backward_time: 139.5835723877, weight_update_time: 0.4045502245, other_time: 4.1190948486
epoch time: 18.3851490021s, input_fired_time: 0.3140947521, output_fired_time: 0.0000000000, propagate_forward_time: 17.3571395874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7139148712
validation[          , genome  6894] predictions:    9771/  10000 (97.71%), best:    9808/10000 (98.08%), error:       743.97614, best error:       648.85132 on epoch:    41, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 236.0879211426s, input_fired_time: 2.4953012466, output_fired_time: 2.2467579842, propagate_forward_time: 87.5396804810, propagate_backward_time: 139.6968231201, weight_update_time: 0.4005906582, other_time: 4.1093597412
epoch time: 18.3124790192s, input_fired_time: 0.3145399690, output_fired_time: 0.0000000000, propagate_forward_time: 17.3128623962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6850757599
validation[          , genome  6894] predictions:    9768/  10000 (97.68%), best:    9808/10000 (98.08%), error:       720.36340, best error:       648.85132 on epoch:    41, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 235.2494049072s, input_fired_time: 2.4752621651, output_fired_time: 2.2590219975, propagate_forward_time: 87.1139144897, propagate_backward_time: 139.3061828613, weight_update_time: 0.4020704925, other_time: 4.0950317383
epoch time: 18.2238903046s, input_fired_time: 0.3291431963, output_fired_time: 0.0000000000, propagate_forward_time: 17.1994190216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6953277588
validation[          , genome  6894] predictions:    9766/  10000 (97.66%), best:    9808/10000 (98.08%), error:       736.90631, best error:       648.85132 on epoch:    41, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 235.6398162842s, input_fired_time: 2.5003077984, output_fired_time: 2.2293035984, propagate_forward_time: 87.2688980103, propagate_backward_time: 139.4942932129, weight_update_time: 0.4049528837, other_time: 4.1470031738
epoch time: 18.1663742065s, input_fired_time: 0.3156187534, output_fired_time: 0.0000000000, propagate_forward_time: 17.1652050018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6855506897
validation[          , genome  6894] predictions:    9766/  10000 (97.66%), best:    9808/10000 (98.08%), error:       777.99512, best error:       648.85132 on epoch:    41, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 232.9337158203s, input_fired_time: 2.4897232056, output_fired_time: 2.2242846489, propagate_forward_time: 86.0133132935, propagate_backward_time: 138.0673217773, weight_update_time: 0.3980423510, other_time: 4.1390686035
epoch time: 18.2542915344s, input_fired_time: 0.3178204000, output_fired_time: 0.0000000000, propagate_forward_time: 17.2418270111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6946449280
validation[          , genome  6894] predictions:    9754/  10000 (97.54%), best:    9808/10000 (98.08%), error:       765.60651, best error:       648.85132 on epoch:    41, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 236.6070251465s, input_fired_time: 2.5041885376, output_fired_time: 2.2616748810, propagate_forward_time: 87.6412963867, propagate_backward_time: 140.0431671143, weight_update_time: 0.3972516656, other_time: 4.1567077637
epoch time: 18.3102302551s, input_fired_time: 0.3244197667, output_fired_time: 0.0000000000, propagate_forward_time: 17.2966480255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6891632080
validation[          , genome  6894] predictions:    9704/  10000 (97.04%), best:    9808/10000 (98.08%), error:       980.60352, best error:       648.85132 on epoch:    41, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 233.8489074707s, input_fired_time: 2.4824478626, output_fired_time: 2.2303924561, propagate_forward_time: 86.5402832031, propagate_backward_time: 138.5313262939, weight_update_time: 0.3982095122, other_time: 4.0644531250
epoch time: 18.1305313110s, input_fired_time: 0.3200812936, output_fired_time: 0.0000000000, propagate_forward_time: 17.1180763245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6923732758
validation[          , genome  6894] predictions:    9775/  10000 (97.75%), best:    9808/10000 (98.08%), error:       696.82849, best error:       648.85132 on epoch:    41, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 237.1449432373s, input_fired_time: 2.4918594360, output_fired_time: 2.2412838936, propagate_forward_time: 87.7604446411, propagate_backward_time: 140.4862060547, weight_update_time: 0.4023942053, other_time: 4.1651306152
epoch time: 18.3562717438s, input_fired_time: 0.3331884444, output_fired_time: 0.0000000000, propagate_forward_time: 17.3230190277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7000637054
validation[          , genome  6894] predictions:    9760/  10000 (97.60%), best:    9808/10000 (98.08%), error:       758.62573, best error:       648.85132 on epoch:    41, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 233.2361755371s, input_fired_time: 2.4832661152, output_fired_time: 2.2178664207, propagate_forward_time: 86.2910461426, propagate_backward_time: 138.1138763428, weight_update_time: 0.3954545557, other_time: 4.1301269531
epoch time: 18.3603839874s, input_fired_time: 0.3149468601, output_fired_time: 0.0000000000, propagate_forward_time: 17.3602485657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6851882935
validation[          , genome  6894] predictions:    9780/  10000 (97.80%), best:    9808/10000 (98.08%), error:       707.24963, best error:       648.85132 on epoch:    41, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 234.6333770752s, input_fired_time: 2.4691281319, output_fired_time: 2.2488167286, propagate_forward_time: 86.9039230347, propagate_backward_time: 138.9043884277, weight_update_time: 0.3976987898, other_time: 4.1071166992
epoch time: 18.6827297211s, input_fired_time: 0.3168425858, output_fired_time: 0.0000000000, propagate_forward_time: 17.6654224396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7004642487
validation[          , genome  6894] predictions:    9767/  10000 (97.67%), best:    9808/10000 (98.08%), error:       747.91650, best error:       648.85132 on epoch:    41, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 235.9423675537s, input_fired_time: 2.5218620300, output_fired_time: 2.2383451462, propagate_forward_time: 87.1753082275, propagate_backward_time: 139.8990783691, weight_update_time: 0.3974421918, other_time: 4.1077728271
epoch time: 18.3502883911s, input_fired_time: 0.3330852687, output_fired_time: 0.0000000000, propagate_forward_time: 17.3187637329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6984386444
validation[          , genome  6894] predictions:    9763/  10000 (97.63%), best:    9808/10000 (98.08%), error:       795.00464, best error:       648.85132 on epoch:    41, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 233.6431579590s, input_fired_time: 2.5043416023, output_fired_time: 2.2210459709, propagate_forward_time: 86.4456558228, propagate_backward_time: 138.3627471924, weight_update_time: 0.3945965469, other_time: 4.1093597412
epoch time: 18.4525794983s, input_fired_time: 0.3196241260, output_fired_time: 0.0000000000, propagate_forward_time: 17.4527130127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6802425385
validation[          , genome  6894] predictions:    9773/  10000 (97.73%), best:    9808/10000 (98.08%), error:       724.94989, best error:       648.85132 on epoch:    41, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 234.1966705322s, input_fired_time: 2.4872131348, output_fired_time: 2.2421083450, propagate_forward_time: 86.5901107788, propagate_backward_time: 138.7174072266, weight_update_time: 0.3947350681, other_time: 4.1598205566
epoch time: 18.2413692474s, input_fired_time: 0.3154020905, output_fired_time: 0.0000000000, propagate_forward_time: 17.2322463989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6937198639
validation[          , genome  6894] predictions:    9790/  10000 (97.90%), best:    9808/10000 (98.08%), error:       678.52966, best error:       648.85132 on epoch:    41, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 233.3357696533s, input_fired_time: 2.5074827671, output_fired_time: 2.2241241932, propagate_forward_time: 86.2658538818, propagate_backward_time: 138.2071075439, weight_update_time: 0.3963876367, other_time: 4.1312103271
epoch time: 18.3273220062s, input_fired_time: 0.3250114918, output_fired_time: 0.0000000000, propagate_forward_time: 17.3154029846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6869068146
validation[          , genome  6894] predictions:    9788/  10000 (97.88%), best:    9808/10000 (98.08%), error:       683.80713, best error:       648.85132 on epoch:    41, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 232.9215393066s, input_fired_time: 2.4829123020, output_fired_time: 2.2045481205, propagate_forward_time: 86.1712188721, propagate_backward_time: 137.9250335693, weight_update_time: 0.3940843344, other_time: 4.1378326416
epoch time: 18.1804733276s, input_fired_time: 0.3201386631, output_fired_time: 0.0000000000, propagate_forward_time: 17.1692161560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6911182404
validation[          , genome  6894] predictions:    9779/  10000 (97.79%), best:    9808/10000 (98.08%), error:       733.87134, best error:       648.85132 on epoch:    41, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 234.1869506836s, input_fired_time: 2.4540915489, output_fired_time: 2.2287685871, propagate_forward_time: 86.6498947144, propagate_backward_time: 138.7652282715, weight_update_time: 0.3936106861, other_time: 4.0889587402
epoch time: 18.3381443024s, input_fired_time: 0.3125744462, output_fired_time: 0.0000000000, propagate_forward_time: 17.3403568268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6852130890
validation[          , genome  6894] predictions:    9704/  10000 (97.04%), best:    9808/10000 (98.08%), error:       935.72968, best error:       648.85132 on epoch:    41, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 233.3628692627s, input_fired_time: 2.4814007282, output_fired_time: 2.2240140438, propagate_forward_time: 86.2138442993, propagate_backward_time: 138.3439788818, weight_update_time: 0.3926742375, other_time: 4.0996246338
epoch time: 18.4384593964s, input_fired_time: 0.3200317919, output_fired_time: 0.0000000000, propagate_forward_time: 17.4325599670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6858673096
validation[          , genome  6894] predictions:    9784/  10000 (97.84%), best:    9808/10000 (98.08%), error:       709.58240, best error:       648.85132 on epoch:    41, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 234.8007202148s, input_fired_time: 2.5062298775, output_fired_time: 2.2068502903, propagate_forward_time: 86.7189102173, propagate_backward_time: 139.1703186035, weight_update_time: 0.4054830074, other_time: 4.1984252930
epoch time: 18.3000659943s, input_fired_time: 0.3084919751, output_fired_time: 0.0000000000, propagate_forward_time: 17.3235626221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6680107117
validation[          , genome  6894] predictions:    9362/  10000 (93.62%), best:    9808/10000 (98.08%), error:      2309.76807, best error:       648.85132 on epoch:    41, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

resetting weights to those on epoch: 41
epoch time: 234.2406921387s, input_fired_time: 2.4985668659, output_fired_time: 2.2145516872, propagate_forward_time: 86.6564636230, propagate_backward_time: 138.7306518555, weight_update_time: 0.4028860033, other_time: 4.1404571533
epoch time: 18.5406646729s, input_fired_time: 0.3163136542, output_fired_time: 0.0000000000, propagate_forward_time: 17.5325717926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6917800903
validation[          , genome  6894] predictions:    9797/  10000 (97.97%), best:    9797/10000 (97.97%), error:       628.49078, best error:       628.49078 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 233.9752807617s, input_fired_time: 2.4710581303, output_fired_time: 2.2275285721, propagate_forward_time: 86.6597671509, propagate_backward_time: 138.4947662354, weight_update_time: 0.3982799351, other_time: 4.1221771240
epoch time: 18.3501148224s, input_fired_time: 0.3116607070, output_fired_time: 0.0000000000, propagate_forward_time: 17.3550243378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6834297180
validation[          , genome  6894] predictions:    9814/  10000 (98.14%), best:    9814/10000 (98.14%), error:       580.90540, best error:       580.90540 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 234.3533020020s, input_fired_time: 2.4880819321, output_fired_time: 2.2282385826, propagate_forward_time: 86.7503051758, propagate_backward_time: 138.7502136230, weight_update_time: 0.3976175487, other_time: 4.1364593506
epoch time: 18.4263134003s, input_fired_time: 0.3166595101, output_fired_time: 0.0000000000, propagate_forward_time: 17.4270839691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6825695038
validation[          , genome  6894] predictions:    9806/  10000 (98.06%), best:    9814/10000 (98.14%), error:       596.39777, best error:       580.90540 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 233.5244750977s, input_fired_time: 2.4747841358, output_fired_time: 2.2183561325, propagate_forward_time: 86.4895477295, propagate_backward_time: 138.1953735352, weight_update_time: 0.3940706551, other_time: 4.1464233398
epoch time: 18.5803604126s, input_fired_time: 0.3128127456, output_fired_time: 0.0000000000, propagate_forward_time: 17.5739593506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6935882568
validation[          , genome  6894] predictions:    9817/  10000 (98.17%), best:    9814/10000 (98.14%), error:       598.63715, best error:       580.90540 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 233.4113006592s, input_fired_time: 2.5014119148, output_fired_time: 2.2204227448, propagate_forward_time: 86.5518722534, propagate_backward_time: 137.9736328125, weight_update_time: 0.3965584040, other_time: 4.1639404297
epoch time: 18.2792186737s, input_fired_time: 0.3179344833, output_fired_time: 0.0000000000, propagate_forward_time: 17.2806987762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6805858612
validation[          , genome  6894] predictions:    9822/  10000 (98.22%), best:    9814/10000 (98.14%), error:       613.48761, best error:       580.90540 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 233.0561065674s, input_fired_time: 2.4699027538, output_fired_time: 2.2121286392, propagate_forward_time: 86.3114166260, propagate_backward_time: 137.8876037598, weight_update_time: 0.3934608996, other_time: 4.1750488281
epoch time: 18.3595619202s, input_fired_time: 0.3166484535, output_fired_time: 0.0000000000, propagate_forward_time: 17.3658962250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6770172119
validation[          , genome  6894] predictions:    9801/  10000 (98.01%), best:    9814/10000 (98.14%), error:       690.38153, best error:       580.90540 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 233.1583251953s, input_fired_time: 2.4964408875, output_fired_time: 2.2043716908, propagate_forward_time: 86.3073806763, propagate_backward_time: 137.9680633545, weight_update_time: 0.4025692642, other_time: 4.1820526123
epoch time: 18.3239650726s, input_fired_time: 0.3169680834, output_fired_time: 0.0000000000, propagate_forward_time: 17.3153648376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6916313171
validation[          , genome  6894] predictions:    9797/  10000 (97.97%), best:    9814/10000 (98.14%), error:       636.29565, best error:       580.90540 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 233.9428100586s, input_fired_time: 2.4893832207, output_fired_time: 2.2166075706, propagate_forward_time: 86.7778854370, propagate_backward_time: 138.3782653809, weight_update_time: 0.3978780508, other_time: 4.0806579590
epoch time: 18.4208278656s, input_fired_time: 0.3113518357, output_fired_time: 0.0000000000, propagate_forward_time: 17.4327907562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6766853333
validation[          , genome  6894] predictions:    9825/  10000 (98.25%), best:    9814/10000 (98.14%), error:       605.37573, best error:       580.90540 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 233.9881591797s, input_fired_time: 2.4922316074, output_fired_time: 2.2370362282, propagate_forward_time: 86.5765991211, propagate_backward_time: 138.5359191895, weight_update_time: 0.4049507976, other_time: 4.1463775635
epoch time: 18.3634986877s, input_fired_time: 0.3190134764, output_fired_time: 0.0000000000, propagate_forward_time: 17.3398094177, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7046756744
validation[          , genome  6894] predictions:    9813/  10000 (98.13%), best:    9814/10000 (98.14%), error:       629.85425, best error:       580.90540 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 234.3175964355s, input_fired_time: 2.5062594414, output_fired_time: 2.2129449844, propagate_forward_time: 86.6699066162, propagate_backward_time: 138.7854919434, weight_update_time: 0.4029143751, other_time: 4.1429901123
epoch time: 18.4937057495s, input_fired_time: 0.3247805834, output_fired_time: 0.0000000000, propagate_forward_time: 17.4749259949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6939983368
validation[          , genome  6894] predictions:    9793/  10000 (97.93%), best:    9814/10000 (98.14%), error:       630.79047, best error:       580.90540 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 234.5971832275s, input_fired_time: 2.5204808712, output_fired_time: 2.2470571995, propagate_forward_time: 86.8169021606, propagate_backward_time: 138.8764801025, weight_update_time: 0.3955245316, other_time: 4.1362762451
epoch time: 19.0223808289s, input_fired_time: 0.3293265104, output_fired_time: 0.0000000000, propagate_forward_time: 17.9523067474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7407474518
validation[          , genome  6894] predictions:    9731/  10000 (97.31%), best:    9814/10000 (98.14%), error:       909.87946, best error:       580.90540 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 234.6169891357s, input_fired_time: 2.4990668297, output_fired_time: 2.2289683819, propagate_forward_time: 86.9014205933, propagate_backward_time: 138.8848419189, weight_update_time: 0.3978980780, other_time: 4.1026763916
epoch time: 18.4650726318s, input_fired_time: 0.3167176545, output_fired_time: 0.0000000000, propagate_forward_time: 17.4377479553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7106075287
validation[          , genome  6894] predictions:    9786/  10000 (97.86%), best:    9814/10000 (98.14%), error:       710.41821, best error:       580.90540 on epoch:    72, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 233.9026489258s, input_fired_time: 2.5285143852, output_fired_time: 2.2497916222, propagate_forward_time: 86.5398178101, propagate_backward_time: 138.4145965576, weight_update_time: 0.4048062861, other_time: 4.1699371338
epoch time: 18.1882610321s, input_fired_time: 0.3162560761, output_fired_time: 0.0000000000, propagate_forward_time: 17.1842079163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6877975464
validation[          , genome  6894] predictions:    9795/  10000 (97.95%), best:    9814/10000 (98.14%), error:       657.06403, best error:       580.90540 on epoch:    72, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 236.1246643066s, input_fired_time: 2.4729952812, output_fired_time: 2.2831573486, propagate_forward_time: 87.4568939209, propagate_backward_time: 139.7432708740, weight_update_time: 0.3984791040, other_time: 4.1683502197
epoch time: 18.4595012665s, input_fired_time: 0.3087360263, output_fired_time: 0.0000000000, propagate_forward_time: 17.4717483521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6790161133
validation[          , genome  6894] predictions:    9810/  10000 (98.10%), best:    9814/10000 (98.14%), error:       653.78436, best error:       580.90540 on epoch:    72, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 234.4236145020s, input_fired_time: 2.5095796585, output_fired_time: 2.2277431488, propagate_forward_time: 86.7154006958, propagate_backward_time: 138.8300170898, weight_update_time: 0.3974750340, other_time: 4.1408691406
epoch time: 18.4262828827s, input_fired_time: 0.3276349306, output_fired_time: 0.0000000000, propagate_forward_time: 17.4074535370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6911945343
validation[          , genome  6894] predictions:    9790/  10000 (97.90%), best:    9814/10000 (98.14%), error:       682.63397, best error:       580.90540 on epoch:    72, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 235.6990051270s, input_fired_time: 2.5224504471, output_fired_time: 2.2662830353, propagate_forward_time: 87.1662445068, propagate_backward_time: 139.5994415283, weight_update_time: 0.3962732553, other_time: 4.1445922852
epoch time: 18.3970241547s, input_fired_time: 0.3226318657, output_fired_time: 0.0000000000, propagate_forward_time: 17.3978195190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6765727997
validation[          , genome  6894] predictions:    9810/  10000 (98.10%), best:    9814/10000 (98.14%), error:       621.20319, best error:       580.90540 on epoch:    72, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 234.0163116455s, input_fired_time: 2.4760756493, output_fired_time: 2.2419342995, propagate_forward_time: 86.6368255615, propagate_backward_time: 138.5467681885, weight_update_time: 0.3995582759, other_time: 4.1147155762
epoch time: 18.3459606171s, input_fired_time: 0.3101439178, output_fired_time: 0.0000000000, propagate_forward_time: 17.3649597168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6708564758
validation[          , genome  6894] predictions:    9819/  10000 (98.19%), best:    9814/10000 (98.14%), error:       595.80017, best error:       580.90540 on epoch:    72, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 233.9819946289s, input_fired_time: 2.4839532375, output_fired_time: 2.2463409901, propagate_forward_time: 86.6529922485, propagate_backward_time: 138.4665069580, weight_update_time: 0.3989723325, other_time: 4.1322174072
epoch time: 18.4928188324s, input_fired_time: 0.3292785287, output_fired_time: 0.0000000000, propagate_forward_time: 17.4610939026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7024459839
validation[          , genome  6894] predictions:    9760/  10000 (97.60%), best:    9814/10000 (98.14%), error:       775.99841, best error:       580.90540 on epoch:    72, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 235.7807617188s, input_fired_time: 2.5065357685, output_fired_time: 2.2359228134, propagate_forward_time: 87.3619308472, propagate_backward_time: 139.5317382813, weight_update_time: 0.3981043696, other_time: 4.1446533203
epoch time: 18.4132938385s, input_fired_time: 0.3179295957, output_fired_time: 0.0000000000, propagate_forward_time: 17.3958339691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6995296478
validation[          , genome  6894] predictions:    9789/  10000 (97.89%), best:    9814/10000 (98.14%), error:       672.82068, best error:       580.90540 on epoch:    72, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 233.9102325439s, input_fired_time: 2.4937272072, output_fired_time: 2.2364513874, propagate_forward_time: 86.5804138184, propagate_backward_time: 138.4864044189, weight_update_time: 0.3944784701, other_time: 4.1132354736
epoch time: 18.2865753174s, input_fired_time: 0.3173182607, output_fired_time: 0.0000000000, propagate_forward_time: 17.2731323242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6961250305
validation[          , genome  6894] predictions:    9770/  10000 (97.70%), best:    9814/10000 (98.14%), error:       736.36530, best error:       580.90540 on epoch:    72, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 236.8402404785s, input_fired_time: 2.4989202023, output_fired_time: 2.2461962700, propagate_forward_time: 87.7303314209, propagate_backward_time: 140.2813415527, weight_update_time: 0.3924801052, other_time: 4.0834503174
epoch time: 18.4505329132s, input_fired_time: 0.3121612072, output_fired_time: 0.0000000000, propagate_forward_time: 17.4680919647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6702804565
validation[          , genome  6894] predictions:    9795/  10000 (97.95%), best:    9814/10000 (98.14%), error:       679.37433, best error:       580.90540 on epoch:    72, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 234.1869506836s, input_fired_time: 2.4847962856, output_fired_time: 2.2394332886, propagate_forward_time: 86.6548690796, propagate_backward_time: 138.7146453857, weight_update_time: 0.3980765939, other_time: 4.0931854248
epoch time: 18.2294483185s, input_fired_time: 0.3176041245, output_fired_time: 0.0000000000, propagate_forward_time: 17.1968879700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7149562836
validation[          , genome  6894] predictions:    9802/  10000 (98.02%), best:    9814/10000 (98.14%), error:       675.68054, best error:       580.90540 on epoch:    72, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 232.9824371338s, input_fired_time: 2.4983570576, output_fired_time: 2.2115578651, propagate_forward_time: 86.0929870605, propagate_backward_time: 138.0086669922, weight_update_time: 0.3941452205, other_time: 4.1708679199
epoch time: 18.4501533508s, input_fired_time: 0.3162316084, output_fired_time: 0.0000000000, propagate_forward_time: 17.4182739258, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7156486511
validation[          , genome  6894] predictions:    9805/  10000 (98.05%), best:    9814/10000 (98.14%), error:       639.82587, best error:       580.90540 on epoch:    72, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 234.6388092041s, input_fired_time: 2.4726350307, output_fired_time: 2.2101943493, propagate_forward_time: 86.9825592041, propagate_backward_time: 138.9056091309, weight_update_time: 0.3940113783, other_time: 4.0678100586
epoch time: 18.3001155853s, input_fired_time: 0.3255933225, output_fired_time: 0.0000000000, propagate_forward_time: 17.2823181152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6922035217
validation[          , genome  6894] predictions:    9793/  10000 (97.93%), best:    9814/10000 (98.14%), error:       671.31561, best error:       580.90540 on epoch:    72, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 232.4193725586s, input_fired_time: 2.5141925812, output_fired_time: 2.2180871964, propagate_forward_time: 85.9884414673, propagate_backward_time: 137.5337982178, weight_update_time: 0.3978018165, other_time: 4.1648406982
epoch time: 18.3434429169s, input_fired_time: 0.3150431216, output_fired_time: 0.0000000000, propagate_forward_time: 17.3405876160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6878128052
validation[          , genome  6894] predictions:    9730/  10000 (97.30%), best:    9814/10000 (98.14%), error:       907.60266, best error:       580.90540 on epoch:    72, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 233.7801361084s, input_fired_time: 2.5130882263, output_fired_time: 2.2273631096, propagate_forward_time: 86.6161117554, propagate_backward_time: 138.2491607666, weight_update_time: 0.4045740664, other_time: 4.1744232178
epoch time: 18.4784450531s, input_fired_time: 0.3143993616, output_fired_time: 0.0000000000, propagate_forward_time: 17.4807395935, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6833057404
validation[          , genome  6894] predictions:    9808/  10000 (98.08%), best:    9814/10000 (98.14%), error:       642.23328, best error:       580.90540 on epoch:    72, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 233.6813812256s, input_fired_time: 2.4806032181, output_fired_time: 2.2333161831, propagate_forward_time: 86.5453567505, propagate_backward_time: 138.3325653076, weight_update_time: 0.3957045078, other_time: 4.0895233154
epoch time: 18.9474163055s, input_fired_time: 0.3238347173, output_fired_time: 0.0000000000, propagate_forward_time: 17.9179172516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7056636810
validation[          , genome  6894] predictions:    9803/  10000 (98.03%), best:    9814/10000 (98.14%), error:       650.34851, best error:       580.90540 on epoch:    72, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 234.9803924561s, input_fired_time: 2.4985852242, output_fired_time: 2.2295534611, propagate_forward_time: 87.0656814575, propagate_backward_time: 139.0736236572, weight_update_time: 0.3966122270, other_time: 4.1129608154
epoch time: 18.1473922729s, input_fired_time: 0.3162212074, output_fired_time: 0.0000000000, propagate_forward_time: 17.1469726563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6841983795
validation[          , genome  6894] predictions:    9813/  10000 (98.13%), best:    9814/10000 (98.14%), error:       617.63306, best error:       580.90540 on epoch:    72, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 232.4297943115s, input_fired_time: 2.4884502888, output_fired_time: 2.2043373585, propagate_forward_time: 86.0547943115, propagate_backward_time: 137.5516967773, weight_update_time: 0.3931933641, other_time: 4.1305236816
epoch time: 18.1720123291s, input_fired_time: 0.3200237751, output_fired_time: 0.0000000000, propagate_forward_time: 17.1616592407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6903285980
validation[          , genome  6894] predictions:    9797/  10000 (97.97%), best:    9814/10000 (98.14%), error:       672.67920, best error:       580.90540 on epoch:    72, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 232.5601654053s, input_fired_time: 2.4915020466, output_fired_time: 2.2112038136, propagate_forward_time: 86.0167541504, propagate_backward_time: 137.6808929443, weight_update_time: 0.3964969814, other_time: 4.1598205566
epoch time: 18.5213871002s, input_fired_time: 0.3274925053, output_fired_time: 0.0000000000, propagate_forward_time: 17.4777526855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7161426544
validation[          , genome  6894] predictions:    9827/  10000 (98.27%), best:    9814/10000 (98.14%), error:       616.09387, best error:       580.90540 on epoch:    72, 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: 92.2725296021s, input_fired_time: 1.5976607800, output_fired_time: 0.0000000000, propagate_forward_time: 86.9816818237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.6931838989
best training[          , genome  6894] predictions:   49852/  50000 (99.70%), best:    9814/10000 (98.14%), error:       872.23163, best error:       580.90540 on epoch:    72, 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: 18.3311347961s, input_fired_time: 0.3130334914, output_fired_time: 0.0000000000, propagate_forward_time: 17.3437194824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6743812561
   testing[          , genome  6894] predictions:    9838/  10000 (98.38%), best:    9814/10000 (98.14%), error:       519.97723, best error:       580.90540 on epoch:    72, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:59:04 (7068): called boinc_finish(0)

</stderr_txt>
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