Nameexact_genome_1512568488_45_228_2
Workunit2572475
Created7 Dec 2017, 21:10:31 UTC
Sent7 Dec 2017, 21:16:40 UTC
Report deadline9 Dec 2017, 3:25:46 UTC
Received8 Dec 2017, 9:02:16 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID55826
Run time1 hours 7 min 18 sec
CPU time1 hours 5 min 59 sec
Validate stateValid
Credit314.08
Device peak FLOPS2.11 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size147.83 MB
Peak swap size149.56 MB
Peak disk usage0.84 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: 35.8188133240s, input_fired_time: 0.1511854380, output_fired_time: 0.1042761058, propagate_forward_time: 13.7333660126, propagate_backward_time: 15.2361316681, weight_update_time: 0.0895983130, other_time: 6.5938568115
epoch time: 4.0341691971s, input_fired_time: 0.0167845562, output_fired_time: 0.0000000000, propagate_forward_time: 2.7283349037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2890496254
validation[          , genome   228] predictions:    9341/  10000 (93.41%), best:    9348/10000 (93.48%), error:      2283.95435, best error:      2218.33105 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 35.2858009338s, input_fired_time: 0.1509251297, output_fired_time: 0.0961003080, propagate_forward_time: 13.5739154816, propagate_backward_time: 14.8817243576, weight_update_time: 0.0893964171, other_time: 6.5831365585
epoch time: 4.0291819572s, input_fired_time: 0.0165739208, output_fired_time: 0.0000000000, propagate_forward_time: 2.7054650784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3071429729
validation[          , genome   228] predictions:    9326/  10000 (93.26%), best:    9348/10000 (93.48%), error:      2273.59204, best error:      2218.33105 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 35.5981636047s, input_fired_time: 0.1515766382, output_fired_time: 0.0964604616, propagate_forward_time: 13.6366195679, propagate_backward_time: 15.0727758408, weight_update_time: 0.0895264745, other_time: 6.6407289505
epoch time: 4.0076141357s, input_fired_time: 0.0168762915, output_fired_time: 0.0000000000, propagate_forward_time: 2.7111887932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2795491219
validation[          , genome   228] predictions:    9370/  10000 (93.70%), best:    9370/10000 (93.70%), error:      2173.78857, best error:      2173.78857 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 35.4090042114s, input_fired_time: 0.1511458009, output_fired_time: 0.0957600847, propagate_forward_time: 13.5182542801, propagate_backward_time: 15.0911378860, weight_update_time: 0.0925175175, other_time: 6.5527067184
epoch time: 4.1335434914s, input_fired_time: 0.0166015737, output_fired_time: 0.0000000000, propagate_forward_time: 2.7382755280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3786664009
validation[          , genome   228] predictions:    9334/  10000 (93.34%), best:    9370/10000 (93.70%), error:      2216.46948, best error:      2173.78857 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 35.5807456970s, input_fired_time: 0.1556273550, output_fired_time: 0.0961686894, propagate_forward_time: 13.6372661591, propagate_backward_time: 15.0364017487, weight_update_time: 0.0889184847, other_time: 6.6552810669
epoch time: 3.9415075779s, input_fired_time: 0.0158047620, output_fired_time: 0.0000000000, propagate_forward_time: 2.6300187111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2956840992
validation[          , genome   228] predictions:    9300/  10000 (93.00%), best:    9370/10000 (93.70%), error:      2326.99268, best error:      2173.78857 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 35.5691299438s, input_fired_time: 0.1508799493, output_fired_time: 0.0963353366, propagate_forward_time: 13.5807237625, propagate_backward_time: 15.1074819565, weight_update_time: 0.0894822329, other_time: 6.6337099075
epoch time: 4.0519170761s, input_fired_time: 0.0243584607, output_fired_time: 0.0000000000, propagate_forward_time: 2.7116792202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3158795834
validation[          , genome   228] predictions:    9388/  10000 (93.88%), best:    9370/10000 (93.70%), error:      2182.16309, best error:      2173.78857 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 35.4614410400s, input_fired_time: 0.1514087468, output_fired_time: 0.0965578407, propagate_forward_time: 13.6209650040, propagate_backward_time: 15.0049276352, weight_update_time: 0.0893634409, other_time: 6.5875825882
epoch time: 4.0302629471s, input_fired_time: 0.0169497877, output_fired_time: 0.0000000000, propagate_forward_time: 2.7111535072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3021597862
validation[          , genome   228] predictions:    9365/  10000 (93.65%), best:    9365/10000 (93.65%), error:      2173.36133, best error:      2173.36133 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 35.4657554626s, input_fired_time: 0.1520793736, output_fired_time: 0.0964134559, propagate_forward_time: 13.5516347885, propagate_backward_time: 15.0337677002, weight_update_time: 0.0892429128, other_time: 6.6318588257
epoch time: 3.9872128963s, input_fired_time: 0.0173697807, output_fired_time: 0.0000000000, propagate_forward_time: 2.6870226860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2828204632
validation[          , genome   228] predictions:    9379/  10000 (93.79%), best:    9379/10000 (93.79%), error:      2104.22681, best error:      2104.22681 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 35.6841812134s, input_fired_time: 0.1522862613, output_fired_time: 0.1170772165, propagate_forward_time: 13.7861871719, propagate_backward_time: 15.0162410736, weight_update_time: 0.1101043224, other_time: 6.6123905182
epoch time: 4.0186829567s, input_fired_time: 0.0171745233, output_fired_time: 0.0000000000, propagate_forward_time: 2.7006139755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3008942604
validation[          , genome   228] predictions:    9372/  10000 (93.72%), best:    9379/10000 (93.79%), error:      2156.48242, best error:      2104.22681 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 35.8006820679s, input_fired_time: 0.1523557901, output_fired_time: 0.0962944329, propagate_forward_time: 13.7586059570, propagate_backward_time: 15.0587730408, weight_update_time: 0.0893326327, other_time: 6.7346534729
epoch time: 4.0392794609s, input_fired_time: 0.0170072895, output_fired_time: 0.0000000000, propagate_forward_time: 2.7137467861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3085253239
validation[          , genome   228] predictions:    9336/  10000 (93.36%), best:    9379/10000 (93.79%), error:      2296.44824, best error:      2104.22681 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 35.6530456543s, input_fired_time: 0.1604734808, output_fired_time: 0.1004866362, propagate_forward_time: 13.6990957260, propagate_backward_time: 15.0483655930, weight_update_time: 0.0936443284, other_time: 6.6446237564
epoch time: 3.9276278019s, input_fired_time: 0.0167719629, output_fired_time: 0.0000000000, propagate_forward_time: 2.6425037384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2683520317
validation[          , genome   228] predictions:    9362/  10000 (93.62%), best:    9379/10000 (93.79%), error:      2203.33838, best error:      2104.22681 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 35.2904815674s, input_fired_time: 0.1506276578, output_fired_time: 0.0942967311, propagate_forward_time: 13.5252609253, propagate_backward_time: 14.9383220673, weight_update_time: 0.0866548643, other_time: 6.5819759369
epoch time: 4.1454405785s, input_fired_time: 0.0175546762, output_fired_time: 0.0000000000, propagate_forward_time: 2.8131670952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3147187233
validation[          , genome   228] predictions:    9351/  10000 (93.51%), best:    9379/10000 (93.79%), error:      2253.38501, best error:      2104.22681 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 35.4857025146s, input_fired_time: 0.1560653597, output_fired_time: 0.0963179320, propagate_forward_time: 13.5377359390, propagate_backward_time: 15.0397911072, weight_update_time: 0.0887465701, other_time: 6.6557922363
epoch time: 4.0327548981s, input_fired_time: 0.0174290072, output_fired_time: 0.0000000000, propagate_forward_time: 2.7225608826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2927651405
validation[          , genome   228] predictions:    9370/  10000 (93.70%), best:    9379/10000 (93.79%), error:      2141.35449, best error:      2104.22681 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 35.5943832397s, input_fired_time: 0.1534905136, output_fired_time: 0.0970833004, propagate_forward_time: 13.6010456085, propagate_backward_time: 15.0976076126, weight_update_time: 0.0897655338, other_time: 6.6451539993
epoch time: 4.0457816124s, input_fired_time: 0.0174172707, output_fired_time: 0.0000000000, propagate_forward_time: 2.7383048534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2900593281
validation[          , genome   228] predictions:    9363/  10000 (93.63%), best:    9379/10000 (93.79%), error:      2123.90527, best error:      2104.22681 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 35.6683006287s, input_fired_time: 0.1954834610, output_fired_time: 0.1003424227, propagate_forward_time: 13.6052799225, propagate_backward_time: 15.0851535797, weight_update_time: 0.0897623375, other_time: 6.6820411682
epoch time: 3.9951920509s, input_fired_time: 0.0176365301, output_fired_time: 0.0000000000, propagate_forward_time: 2.6765542030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3010013103
validation[          , genome   228] predictions:    9353/  10000 (93.53%), best:    9379/10000 (93.79%), error:      2181.12598, best error:      2104.22681 on epoch:    21, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 35.4898376465s, input_fired_time: 0.1575120986, output_fired_time: 0.0960995704, propagate_forward_time: 13.5373907089, propagate_backward_time: 15.0877752304, weight_update_time: 0.0889630690, other_time: 6.6110582352
epoch time: 4.0215377808s, input_fired_time: 0.0170039348, output_fired_time: 0.0000000000, propagate_forward_time: 2.7151923180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2893414497
validation[          , genome   228] predictions:    9379/  10000 (93.79%), best:    9379/10000 (93.79%), error:      2117.35425, best error:      2104.22681 on epoch:    21, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 35.4217872620s, input_fired_time: 0.1616320312, output_fired_time: 0.0960905552, propagate_forward_time: 13.5439529419, propagate_backward_time: 15.0208396912, weight_update_time: 0.0888643265, other_time: 6.5992698669
epoch time: 4.1206874847s, input_fired_time: 0.0173354037, output_fired_time: 0.0000000000, propagate_forward_time: 2.7500350475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3533170223
validation[          , genome   228] predictions:    9360/  10000 (93.60%), best:    9379/10000 (93.79%), error:      2142.58691, best error:      2104.22681 on epoch:    21, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 35.4116363525s, input_fired_time: 0.1544709355, output_fired_time: 0.0967961103, propagate_forward_time: 13.4990215302, propagate_backward_time: 14.9738569260, weight_update_time: 0.0902470499, other_time: 6.6874876022
epoch time: 4.2449736595s, input_fired_time: 0.0172550045, output_fired_time: 0.0000000000, propagate_forward_time: 2.9100551605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3176636696
validation[          , genome   228] predictions:    9385/  10000 (93.85%), best:    9379/10000 (93.79%), error:      2114.73267, best error:      2104.22681 on epoch:    21, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 35.7546501160s, input_fired_time: 0.1547512263, output_fired_time: 0.0968666673, propagate_forward_time: 13.6426477432, propagate_backward_time: 15.1650619507, weight_update_time: 0.0940369964, other_time: 6.6953239441
epoch time: 4.0735874176s, input_fired_time: 0.0174678396, output_fired_time: 0.0000000000, propagate_forward_time: 2.7091567516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3469626904
validation[          , genome   228] predictions:    9361/  10000 (93.61%), best:    9379/10000 (93.79%), error:      2188.03809, best error:      2104.22681 on epoch:    21, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 35.9870872498s, input_fired_time: 0.1540664583, output_fired_time: 0.0968979597, propagate_forward_time: 13.7365961075, propagate_backward_time: 15.2306308746, weight_update_time: 0.0891153514, other_time: 6.7688961029
epoch time: 4.0563831329s, input_fired_time: 0.0170677491, output_fired_time: 0.0000000000, propagate_forward_time: 2.7246322632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3146829605
validation[          , genome   228] predictions:    9380/  10000 (93.80%), best:    9379/10000 (93.79%), error:      2149.57593, best error:      2104.22681 on epoch:    21, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 35.4892959595s, input_fired_time: 0.1543363333, output_fired_time: 0.0962901190, propagate_forward_time: 13.5891227722, propagate_backward_time: 15.0749597549, weight_update_time: 0.0893938392, other_time: 6.5745878220
epoch time: 4.0953927040s, input_fired_time: 0.0178339183, output_fired_time: 0.0000000000, propagate_forward_time: 2.7871541977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2904047966
validation[          , genome   228] predictions:    9348/  10000 (93.48%), best:    9379/10000 (93.79%), error:      2258.62231, best error:      2104.22681 on epoch:    21, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 35.6060867310s, input_fired_time: 0.1549388319, output_fired_time: 0.0966250896, propagate_forward_time: 13.5984325409, propagate_backward_time: 15.0281219482, weight_update_time: 0.0896800980, other_time: 6.7279682159
epoch time: 4.0661878586s, input_fired_time: 0.0175235588, output_fired_time: 0.0000000000, propagate_forward_time: 2.7198019028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3288621902
validation[          , genome   228] predictions:    9384/  10000 (93.84%), best:    9379/10000 (93.79%), error:      2116.76587, best error:      2104.22681 on epoch:    21, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 35.5624732971s, input_fired_time: 0.1547996402, output_fired_time: 0.0962984934, propagate_forward_time: 13.5777969360, propagate_backward_time: 15.0962533951, weight_update_time: 0.0973011479, other_time: 6.6373243332
epoch time: 4.0629472733s, input_fired_time: 0.0178022720, output_fired_time: 0.0000000000, propagate_forward_time: 2.7063512802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3387937546
validation[          , genome   228] predictions:    9388/  10000 (93.88%), best:    9379/10000 (93.79%), error:      2111.86987, best error:      2104.22681 on epoch:    21, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 35.4600181580s, input_fired_time: 0.1542118639, output_fired_time: 0.0959700942, propagate_forward_time: 13.5313873291, propagate_backward_time: 14.9753761292, weight_update_time: 0.0885967538, other_time: 6.7030715942
epoch time: 3.9824237823s, input_fired_time: 0.0173723418, output_fired_time: 0.0000000000, propagate_forward_time: 2.6879725456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2770788670
validation[          , genome   228] predictions:    9397/  10000 (93.97%), best:    9397/10000 (93.97%), error:      2091.25610, best error:      2091.25610 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 35.7141647339s, input_fired_time: 0.1579625607, output_fired_time: 0.0961289406, propagate_forward_time: 13.5644769669, propagate_backward_time: 15.1983566284, weight_update_time: 0.0889907777, other_time: 6.6972389221
epoch time: 4.0539760590s, input_fired_time: 0.0173390117, output_fired_time: 0.0000000000, propagate_forward_time: 2.7447209358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2919158936
validation[          , genome   228] predictions:    9400/  10000 (94.00%), best:    9400/10000 (94.00%), error:      2051.25903, best error:      2051.25903 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 35.8415946960s, input_fired_time: 0.1552792341, output_fired_time: 0.0966082588, propagate_forward_time: 13.8031682968, propagate_backward_time: 15.0921945572, weight_update_time: 0.0897059366, other_time: 6.6943426132
epoch time: 4.0568480492s, input_fired_time: 0.0179955903, output_fired_time: 0.0000000000, propagate_forward_time: 2.7174041271, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3214485645
validation[          , genome   228] predictions:    9379/  10000 (93.79%), best:    9400/10000 (94.00%), error:      2133.57446, best error:      2051.25903 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 36.0132026672s, input_fired_time: 0.1553686261, output_fired_time: 0.0967398137, propagate_forward_time: 13.8186721802, propagate_backward_time: 15.2426891327, weight_update_time: 0.0937609449, other_time: 6.6997318268
epoch time: 4.0459413528s, input_fired_time: 0.0179087222, output_fired_time: 0.0000000000, propagate_forward_time: 2.7426149845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2854177952
validation[          , genome   228] predictions:    9337/  10000 (93.37%), best:    9400/10000 (94.00%), error:      2300.91748, best error:      2051.25903 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 35.5466117859s, input_fired_time: 0.1550275236, output_fired_time: 0.0970838740, propagate_forward_time: 13.6034002304, propagate_backward_time: 15.0392551422, weight_update_time: 0.0897920206, other_time: 6.6518421173
epoch time: 4.0066218376s, input_fired_time: 0.0176916178, output_fired_time: 0.0000000000, propagate_forward_time: 2.7047739029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2841563225
validation[          , genome   228] predictions:    9421/  10000 (94.21%), best:    9421/10000 (94.21%), error:      2042.24036, best error:      2042.24036 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 35.7290077209s, input_fired_time: 0.1559220105, output_fired_time: 0.0968474224, propagate_forward_time: 13.6477384567, propagate_backward_time: 15.1116113663, weight_update_time: 0.1098245606, other_time: 6.7168874741
epoch time: 4.0579109192s, input_fired_time: 0.0177113395, output_fired_time: 0.0000000000, propagate_forward_time: 2.7496438026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2905559540
validation[          , genome   228] predictions:    9385/  10000 (93.85%), best:    9421/10000 (94.21%), error:      2109.71289, best error:      2042.24036 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 35.4509315491s, input_fired_time: 0.1549153030, output_fired_time: 0.0964852720, propagate_forward_time: 13.4949989319, propagate_backward_time: 14.9986238480, weight_update_time: 0.0892549977, other_time: 6.7059087753
epoch time: 4.0868148804s, input_fired_time: 0.0177880395, output_fired_time: 0.0000000000, propagate_forward_time: 2.7403914928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3286354542
validation[          , genome   228] predictions:    9402/  10000 (94.02%), best:    9421/10000 (94.21%), error:      2110.22485, best error:      2042.24036 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 35.6066436768s, input_fired_time: 0.1568777561, output_fired_time: 0.0965933055, propagate_forward_time: 13.6582889557, propagate_backward_time: 15.0495376587, weight_update_time: 0.0983130708, other_time: 6.6453456879
epoch time: 4.0578560829s, input_fired_time: 0.0170975085, output_fired_time: 0.0000000000, propagate_forward_time: 2.7430932522, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2976653576
validation[          , genome   228] predictions:    9350/  10000 (93.50%), best:    9421/10000 (94.21%), error:      2197.45068, best error:      2042.24036 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 37.6954841614s, input_fired_time: 0.1684747189, output_fired_time: 0.1131640375, propagate_forward_time: 14.4983091354, propagate_backward_time: 15.8840618134, weight_update_time: 0.1058775336, other_time: 7.0314731598
epoch time: 4.1441960335s, input_fired_time: 0.0180977136, output_fired_time: 0.0000000000, propagate_forward_time: 2.8005642891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3255338669
validation[          , genome   228] predictions:    9371/  10000 (93.71%), best:    9421/10000 (94.21%), error:      2166.53589, best error:      2042.24036 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 36.5352287292s, input_fired_time: 0.1568439901, output_fired_time: 0.0960815847, propagate_forward_time: 13.9129686356, propagate_backward_time: 15.5188512802, weight_update_time: 0.0942842662, other_time: 6.8504838943
epoch time: 4.1411576271s, input_fired_time: 0.0179014709, output_fired_time: 0.0000000000, propagate_forward_time: 2.8096842766, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3135719299
validation[          , genome   228] predictions:    9394/  10000 (93.94%), best:    9421/10000 (94.21%), error:      2088.93408, best error:      2042.24036 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 35.2794609070s, input_fired_time: 0.1713921130, output_fired_time: 0.0957779437, propagate_forward_time: 13.5915603638, propagate_backward_time: 14.8737068176, weight_update_time: 0.0893316120, other_time: 6.5470237732
epoch time: 4.0230636597s, input_fired_time: 0.0173109639, output_fired_time: 0.0000000000, propagate_forward_time: 2.7177596092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2879929543
validation[          , genome   228] predictions:    9383/  10000 (93.83%), best:    9421/10000 (94.21%), error:      2070.41040, best error:      2042.24036 on epoch:    41, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 35.4818458557s, input_fired_time: 0.1561569571, output_fired_time: 0.0971781015, propagate_forward_time: 13.5276794434, propagate_backward_time: 15.0688276291, weight_update_time: 0.0898607075, other_time: 6.6320009232
epoch time: 4.0403780937s, input_fired_time: 0.0176942442, output_fired_time: 0.0000000000, propagate_forward_time: 2.7401757240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2825078964
validation[          , genome   228] predictions:    9400/  10000 (94.00%), best:    9421/10000 (94.21%), error:      2091.38599, best error:      2042.24036 on epoch:    41, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 35.3416557312s, input_fired_time: 0.1618401408, output_fired_time: 0.0959882960, propagate_forward_time: 13.5249462128, propagate_backward_time: 14.9664258957, weight_update_time: 0.0896667391, other_time: 6.5924558640
epoch time: 3.9811828136s, input_fired_time: 0.0177520327, output_fired_time: 0.0000000000, propagate_forward_time: 2.6820073128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2814235687
validation[          , genome   228] predictions:    9391/  10000 (93.91%), best:    9421/10000 (94.21%), error:      2068.26807, best error:      2042.24036 on epoch:    41, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 35.2238998413s, input_fired_time: 0.1560088843, output_fired_time: 0.0957395062, propagate_forward_time: 13.4831609726, propagate_backward_time: 14.9012193680, weight_update_time: 0.0892432109, other_time: 6.5877676010
epoch time: 4.1396713257s, input_fired_time: 0.0184069257, output_fired_time: 0.0000000000, propagate_forward_time: 2.7748618126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3464026451
validation[          , genome   228] predictions:    9347/  10000 (93.47%), best:    9421/10000 (94.21%), error:      2274.19312, best error:      2042.24036 on epoch:    41, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 35.6647720337s, input_fired_time: 0.1581951529, output_fired_time: 0.0963796601, propagate_forward_time: 13.6870746613, propagate_backward_time: 15.0892724991, weight_update_time: 0.0895314738, other_time: 6.6338510513
epoch time: 4.0135459900s, input_fired_time: 0.0182615221, output_fired_time: 0.0000000000, propagate_forward_time: 2.6964967251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2987878323
validation[          , genome   228] predictions:    9403/  10000 (94.03%), best:    9421/10000 (94.21%), error:      2091.87622, best error:      2042.24036 on epoch:    41, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 35.6100692749s, input_fired_time: 0.1561171561, output_fired_time: 0.0966621712, propagate_forward_time: 13.5582914352, propagate_backward_time: 15.1713724136, weight_update_time: 0.0891935825, other_time: 6.6276273727
epoch time: 3.9630172253s, input_fired_time: 0.0168916658, output_fired_time: 0.0000000000, propagate_forward_time: 2.6695852280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2765402794
validation[          , genome   228] predictions:    9419/  10000 (94.19%), best:    9419/10000 (94.19%), error:      2039.19458, best error:      2039.19458 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 35.6606407166s, input_fired_time: 0.1570239365, output_fired_time: 0.0965201929, propagate_forward_time: 13.6299076080, propagate_backward_time: 15.0662517548, weight_update_time: 0.0896120667, other_time: 6.7109375000
epoch time: 4.0395174026s, input_fired_time: 0.0178002026, output_fired_time: 0.0000000000, propagate_forward_time: 2.7256426811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2960743904
validation[          , genome   228] predictions:    9300/  10000 (93.00%), best:    9419/10000 (94.19%), error:      2372.23633, best error:      2039.19458 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 35.6887245178s, input_fired_time: 0.1572973877, output_fired_time: 0.0969121978, propagate_forward_time: 13.6632089615, propagate_backward_time: 15.0972824097, weight_update_time: 0.0897863135, other_time: 6.6740226746
epoch time: 4.0250210762s, input_fired_time: 0.0181597695, output_fired_time: 0.0000000000, propagate_forward_time: 2.7201292515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2867319584
validation[          , genome   228] predictions:    9388/  10000 (93.88%), best:    9419/10000 (94.19%), error:      2096.53589, best error:      2039.19458 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 35.8714599609s, input_fired_time: 0.1957305968, output_fired_time: 0.0956547186, propagate_forward_time: 13.5820989609, propagate_backward_time: 15.3525304794, weight_update_time: 0.0887590274, other_time: 6.6454439163
epoch time: 4.0144538879s, input_fired_time: 0.0183381382, output_fired_time: 0.0000000000, propagate_forward_time: 2.6983983517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2977173328
validation[          , genome   228] predictions:    9401/  10000 (94.01%), best:    9419/10000 (94.19%), error:      2075.10547, best error:      2039.19458 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 35.7500038147s, input_fired_time: 0.1559822410, output_fired_time: 0.0956911817, propagate_forward_time: 13.6714534760, propagate_backward_time: 15.0170412064, weight_update_time: 0.0970858335, other_time: 6.8098344803
epoch time: 4.1331577301s, input_fired_time: 0.0183770768, output_fired_time: 0.0000000000, propagate_forward_time: 2.8169293404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2978510857
validation[          , genome   228] predictions:    9365/  10000 (93.65%), best:    9419/10000 (94.19%), error:      2222.84619, best error:      2039.19458 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 35.7221908569s, input_fired_time: 0.1565543562, output_fired_time: 0.1006520391, propagate_forward_time: 13.6568622589, propagate_backward_time: 15.0968894958, weight_update_time: 0.0898617506, other_time: 6.7112331390
epoch time: 4.0023617744s, input_fired_time: 0.0174470693, output_fired_time: 0.0000000000, propagate_forward_time: 2.6947944164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2901203632
validation[          , genome   228] predictions:    9401/  10000 (94.01%), best:    9419/10000 (94.19%), error:      2056.37231, best error:      2039.19458 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 35.4986839294s, input_fired_time: 0.1613589972, output_fired_time: 0.1211228371, propagate_forward_time: 13.5370578766, propagate_backward_time: 14.9796113968, weight_update_time: 0.0894910395, other_time: 6.6995325089
epoch time: 4.1051664352s, input_fired_time: 0.0172108952, output_fired_time: 0.0000000000, propagate_forward_time: 2.7952690125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2926864624
validation[          , genome   228] predictions:    9390/  10000 (93.90%), best:    9419/10000 (94.19%), error:      2063.50269, best error:      2039.19458 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 35.7847137451s, input_fired_time: 0.1653566658, output_fired_time: 0.0968503654, propagate_forward_time: 13.6123781204, propagate_backward_time: 15.1902265549, weight_update_time: 0.0899163708, other_time: 6.7199029922
epoch time: 4.0022959709s, input_fired_time: 0.0177543275, output_fired_time: 0.0000000000, propagate_forward_time: 2.6901426315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2943990231
validation[          , genome   228] predictions:    9398/  10000 (93.98%), best:    9398/10000 (93.98%), error:      2030.15259, best error:      2030.15259 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 35.5502281189s, input_fired_time: 0.1609088778, output_fired_time: 0.0963513255, propagate_forward_time: 13.4790754318, propagate_backward_time: 15.0896968842, weight_update_time: 0.0892219618, other_time: 6.7241954803
epoch time: 4.0766444206s, input_fired_time: 0.0176869445, output_fired_time: 0.0000000000, propagate_forward_time: 2.7385480404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3204095364
validation[          , genome   228] predictions:    9396/  10000 (93.96%), best:    9398/10000 (93.98%), error:      2094.17212, best error:      2030.15259 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 35.5004692078s, input_fired_time: 0.1661434621, output_fired_time: 0.0965725854, propagate_forward_time: 13.6159410477, propagate_backward_time: 15.0216464996, weight_update_time: 0.0896246135, other_time: 6.6001644135
epoch time: 4.0562324524s, input_fired_time: 0.0172180347, output_fired_time: 0.0000000000, propagate_forward_time: 2.7386195660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3003947735
validation[          , genome   228] predictions:    9341/  10000 (93.41%), best:    9398/10000 (93.98%), error:      2204.49561, best error:      2030.15259 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 35.6733856201s, input_fired_time: 0.1573412418, output_fired_time: 0.1002360284, propagate_forward_time: 13.7225093842, propagate_backward_time: 14.9974193573, weight_update_time: 0.0896802619, other_time: 6.6958808899
epoch time: 4.0224590302s, input_fired_time: 0.0182152092, output_fired_time: 0.0000000000, propagate_forward_time: 2.6956381798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3086056709
validation[          , genome   228] predictions:    9401/  10000 (94.01%), best:    9398/10000 (93.98%), error:      2061.38818, best error:      2030.15259 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 35.6150512695s, input_fired_time: 0.1659788936, output_fired_time: 0.1085305884, propagate_forward_time: 13.5858974457, propagate_backward_time: 15.0724916458, weight_update_time: 0.0895394534, other_time: 6.6821527481
epoch time: 4.0921158791s, input_fired_time: 0.0183180850, output_fired_time: 0.0000000000, propagate_forward_time: 2.7819871902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2918105125
validation[          , genome   228] predictions:    9383/  10000 (93.83%), best:    9398/10000 (93.98%), error:      2098.80591, best error:      2030.15259 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 35.3827056885s, input_fired_time: 0.1579073370, output_fired_time: 0.0956819132, propagate_forward_time: 13.4797286987, propagate_backward_time: 15.0861158371, weight_update_time: 0.0888582245, other_time: 6.5632753372
epoch time: 3.9854977131s, input_fired_time: 0.0181331672, output_fired_time: 0.0000000000, propagate_forward_time: 2.6874141693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2799503803
validation[          , genome   228] predictions:    9405/  10000 (94.05%), best:    9398/10000 (93.98%), error:      2061.06763, best error:      2030.15259 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 35.6754913330s, input_fired_time: 0.1574743092, output_fired_time: 0.1004241854, propagate_forward_time: 13.6827716827, propagate_backward_time: 15.0962448120, weight_update_time: 0.0894501805, other_time: 6.6385746002
epoch time: 4.0286078453s, input_fired_time: 0.0181086399, output_fired_time: 0.0000000000, propagate_forward_time: 2.7263040543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2841949463
validation[          , genome   228] predictions:    9344/  10000 (93.44%), best:    9398/10000 (93.98%), error:      2195.48633, best error:      2030.15259 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 35.5381126404s, input_fired_time: 0.1578475535, output_fired_time: 0.0966840759, propagate_forward_time: 13.6696014404, propagate_backward_time: 14.9765090942, weight_update_time: 0.0893850774, other_time: 6.6374702454
epoch time: 3.9915094376s, input_fired_time: 0.0181000605, output_fired_time: 0.0000000000, propagate_forward_time: 2.6984233856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2749860287
validation[          , genome   228] predictions:    9412/  10000 (94.12%), best:    9412/10000 (94.12%), error:      2017.26367, best error:      2017.26367 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 35.7584533691s, input_fired_time: 0.1668200344, output_fired_time: 0.0966344997, propagate_forward_time: 13.5972347260, propagate_backward_time: 15.1990432739, weight_update_time: 0.0894338191, other_time: 6.6987209320
epoch time: 4.0785908699s, input_fired_time: 0.0177588239, output_fired_time: 0.0000000000, propagate_forward_time: 2.7570295334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3038024902
validation[          , genome   228] predictions:    9390/  10000 (93.90%), best:    9412/10000 (94.12%), error:      2082.19238, best error:      2017.26367 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 35.5741462708s, input_fired_time: 0.1622340977, output_fired_time: 0.0970990062, propagate_forward_time: 13.6866197586, propagate_backward_time: 14.9655828476, weight_update_time: 0.0898972079, other_time: 6.6626100540
epoch time: 4.0675630569s, input_fired_time: 0.0182243735, output_fired_time: 0.0000000000, propagate_forward_time: 2.7390289307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3103098869
validation[          , genome   228] predictions:    9383/  10000 (93.83%), best:    9412/10000 (94.12%), error:      2099.98486, best error:      2017.26367 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 35.7146911621s, input_fired_time: 0.1589139104, output_fired_time: 0.0963113382, propagate_forward_time: 13.5858840942, propagate_backward_time: 15.1752395630, weight_update_time: 0.0987049937, other_time: 6.6983451843
epoch time: 4.0340642929s, input_fired_time: 0.0182716995, output_fired_time: 0.0000000000, propagate_forward_time: 2.7248463631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2909460068
validation[          , genome   228] predictions:    9391/  10000 (93.91%), best:    9412/10000 (94.12%), error:      2051.24805, best error:      2017.26367 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 35.3309364319s, input_fired_time: 0.1578203738, output_fired_time: 0.0960407406, propagate_forward_time: 13.5621490479, propagate_backward_time: 14.9347162247, weight_update_time: 0.0887164623, other_time: 6.5802068710
epoch time: 4.0673074722s, input_fired_time: 0.0184666589, output_fired_time: 0.0000000000, propagate_forward_time: 2.7562773228, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2925636768
validation[          , genome   228] predictions:    9402/  10000 (94.02%), best:    9412/10000 (94.12%), error:      2084.88208, best error:      2017.26367 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 35.6401863098s, input_fired_time: 0.1572081596, output_fired_time: 0.1037502736, propagate_forward_time: 13.5822105408, propagate_backward_time: 15.1811580658, weight_update_time: 0.0884776041, other_time: 6.6158580780
epoch time: 4.0656986237s, input_fired_time: 0.0181436557, output_fired_time: 0.0000000000, propagate_forward_time: 2.7270047665, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3205502033
validation[          , genome   228] predictions:    9408/  10000 (94.08%), best:    9412/10000 (94.12%), error:      2021.65784, best error:      2017.26367 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 35.6088485718s, input_fired_time: 0.1605127156, output_fired_time: 0.1049471274, propagate_forward_time: 13.6109647751, propagate_backward_time: 15.0507297516, weight_update_time: 0.0896439776, other_time: 6.6816959381
epoch time: 3.9906642437s, input_fired_time: 0.0189653300, output_fired_time: 0.0000000000, propagate_forward_time: 2.6881067753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2835922241
validation[          , genome   228] predictions:    9385/  10000 (93.85%), best:    9412/10000 (94.12%), error:      2124.47583, best error:      2017.26367 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 35.6401443481s, input_fired_time: 0.1677625030, output_fired_time: 0.1006695852, propagate_forward_time: 13.6999330521, propagate_backward_time: 15.0239734650, weight_update_time: 0.0898762718, other_time: 6.6478061676
epoch time: 4.0493617058s, input_fired_time: 0.0181635413, output_fired_time: 0.0000000000, propagate_forward_time: 2.7098743916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3213236332
validation[          , genome   228] predictions:    9413/  10000 (94.13%), best:    9412/10000 (94.12%), error:      2026.49902, best error:      2017.26367 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 35.6263771057s, input_fired_time: 0.1584489048, output_fired_time: 0.0985017568, propagate_forward_time: 13.6060495377, propagate_backward_time: 15.0456581116, weight_update_time: 0.0896498114, other_time: 6.7177200317
epoch time: 4.0539512634s, input_fired_time: 0.0181465559, output_fired_time: 0.0000000000, propagate_forward_time: 2.7467763424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2890284061
validation[          , genome   228] predictions:    9407/  10000 (94.07%), best:    9412/10000 (94.12%), error:      2021.25647, best error:      2017.26367 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 35.5550689697s, input_fired_time: 0.1580994427, output_fired_time: 0.0959957689, propagate_forward_time: 13.5084676743, propagate_backward_time: 15.0324392319, weight_update_time: 0.0888822302, other_time: 6.7600641251
epoch time: 4.0405554771s, input_fired_time: 0.0191472135, output_fired_time: 0.0000000000, propagate_forward_time: 2.7371096611, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2842984200
validation[          , genome   228] predictions:    9398/  10000 (93.98%), best:    9412/10000 (94.12%), error:      2088.29907, best error:      2017.26367 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 35.4888572693s, input_fired_time: 0.1582923532, output_fired_time: 0.1378631592, propagate_forward_time: 13.5917968750, propagate_backward_time: 15.0092010498, weight_update_time: 0.0888201520, other_time: 6.5917053223
epoch time: 4.0452942848s, input_fired_time: 0.0179310646, output_fired_time: 0.0000000000, propagate_forward_time: 2.7286944389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2986688614
validation[          , genome   228] predictions:    9401/  10000 (94.01%), best:    9412/10000 (94.12%), error:      2053.15649, best error:      2017.26367 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 35.5770225525s, input_fired_time: 0.1578091234, output_fired_time: 0.0996170938, propagate_forward_time: 13.7183284760, propagate_backward_time: 14.9854927063, weight_update_time: 0.0887447596, other_time: 6.6157741547
epoch time: 4.1091709137s, input_fired_time: 0.0186584070, output_fired_time: 0.0000000000, propagate_forward_time: 2.7612934113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3292188644
validation[          , genome   228] predictions:    9399/  10000 (93.99%), best:    9412/10000 (94.12%), error:      2113.70093, best error:      2017.26367 on epoch:    66, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 35.7656288147s, input_fired_time: 0.1611007452, output_fired_time: 0.0968040526, propagate_forward_time: 13.8303604126, propagate_backward_time: 15.0858135223, weight_update_time: 0.0894374251, other_time: 6.5915470123
epoch time: 4.0794053078s, input_fired_time: 0.0220014006, output_fired_time: 0.0000000000, propagate_forward_time: 2.7267684937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3306355476
validation[          , genome   228] predictions:    9411/  10000 (94.11%), best:    9412/10000 (94.12%), error:      2034.01428, best error:      2017.26367 on epoch:    66, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 35.4614601135s, input_fired_time: 0.1585160196, output_fired_time: 0.0968655571, propagate_forward_time: 13.5954656601, propagate_backward_time: 14.9819927216, weight_update_time: 0.0928253084, other_time: 6.6286182404
epoch time: 4.0290465355s, input_fired_time: 0.0179797113, output_fired_time: 0.0000000000, propagate_forward_time: 2.7187268734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2923400402
validation[          , genome   228] predictions:    9385/  10000 (93.85%), best:    9412/10000 (94.12%), error:      2082.62866, best error:      2017.26367 on epoch:    66, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 35.7093009949s, input_fired_time: 0.1590242982, output_fired_time: 0.0969203040, propagate_forward_time: 13.5917844772, propagate_backward_time: 15.0716218948, weight_update_time: 0.0896488056, other_time: 6.7899503708
epoch time: 4.1310167313s, input_fired_time: 0.0184087828, output_fired_time: 0.0000000000, propagate_forward_time: 2.7618703842, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3507375717
validation[          , genome   228] predictions:    9409/  10000 (94.09%), best:    9412/10000 (94.12%), error:      2054.07690, best error:      2017.26367 on epoch:    66, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 35.3919868469s, input_fired_time: 0.1595118940, output_fired_time: 0.0958364904, propagate_forward_time: 13.5169363022, propagate_backward_time: 15.0178947449, weight_update_time: 0.0894023255, other_time: 6.6018066406
epoch time: 4.0229372978s, input_fired_time: 0.0184373949, output_fired_time: 0.0000000000, propagate_forward_time: 2.7046415806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2998583317
validation[          , genome   228] predictions:    9388/  10000 (93.88%), best:    9412/10000 (94.12%), error:      2124.67969, best error:      2017.26367 on epoch:    66, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 35.6578979492s, input_fired_time: 0.1594139934, output_fired_time: 0.0965806693, propagate_forward_time: 13.7664613724, propagate_backward_time: 15.0281276703, weight_update_time: 0.0900897235, other_time: 6.6073169708
epoch time: 4.0520801544s, input_fired_time: 0.0180636458, output_fired_time: 0.0000000000, propagate_forward_time: 2.7354531288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2985634804
validation[          , genome   228] predictions:    9395/  10000 (93.95%), best:    9412/10000 (94.12%), error:      2056.74805, best error:      2017.26367 on epoch:    66, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 35.7249183655s, input_fired_time: 0.1592757553, output_fired_time: 0.1008897349, propagate_forward_time: 13.6235322952, propagate_backward_time: 15.1855201721, weight_update_time: 0.0904990807, other_time: 6.6557006836
epoch time: 4.0330343246s, input_fired_time: 0.0264262967, output_fired_time: 0.0000000000, propagate_forward_time: 2.7074232101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2991847992
validation[          , genome   228] predictions:    9385/  10000 (93.85%), best:    9412/10000 (94.12%), error:      2097.72754, best error:      2017.26367 on epoch:    66, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 35.6001358032s, input_fired_time: 0.1730093658, output_fired_time: 0.0965789780, propagate_forward_time: 13.5409879684, propagate_backward_time: 15.0803632736, weight_update_time: 0.0896533802, other_time: 6.7091951370
epoch time: 3.9930841923s, input_fired_time: 0.0190464687, output_fired_time: 0.0000000000, propagate_forward_time: 2.6895384789, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2844991684
validation[          , genome   228] predictions:    9333/  10000 (93.33%), best:    9412/10000 (94.12%), error:      2300.52441, best error:      2017.26367 on epoch:    66, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 35.1929206848s, input_fired_time: 0.1581369638, output_fired_time: 0.0952513963, propagate_forward_time: 13.3985652924, propagate_backward_time: 14.9808797836, weight_update_time: 0.0881502926, other_time: 6.5600843430
epoch time: 3.9859886169s, input_fired_time: 0.0187738705, output_fired_time: 0.0000000000, propagate_forward_time: 2.6897537708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2774610519
validation[          , genome   228] predictions:    9398/  10000 (93.98%), best:    9412/10000 (94.12%), error:      2105.92383, best error:      2017.26367 on epoch:    66, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 35.3844833374s, input_fired_time: 0.1633311212, output_fired_time: 0.0965553224, propagate_forward_time: 13.5161466599, propagate_backward_time: 14.9842720032, weight_update_time: 0.0964331254, other_time: 6.6241798401
epoch time: 4.0535798073s, input_fired_time: 0.0191263724, output_fired_time: 0.0000000000, propagate_forward_time: 2.7024033070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3320500851
validation[          , genome   228] predictions:    9403/  10000 (94.03%), best:    9412/10000 (94.12%), error:      2115.49780, best error:      2017.26367 on epoch:    66, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 35.2830429077s, input_fired_time: 0.1679062992, output_fired_time: 0.0964895263, propagate_forward_time: 13.5249729156, propagate_backward_time: 14.9380846024, weight_update_time: 0.0898411870, other_time: 6.5555887222
epoch time: 4.0024223328s, input_fired_time: 0.0185464900, output_fired_time: 0.0000000000, propagate_forward_time: 2.7014963627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2823793888
validation[          , genome   228] predictions:    9410/  10000 (94.10%), best:    9412/10000 (94.12%), error:      2086.87036, best error:      2017.26367 on epoch:    66, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 35.9243392944s, input_fired_time: 0.1591553986, output_fired_time: 0.0970548540, propagate_forward_time: 13.7308702469, propagate_backward_time: 15.2112054825, weight_update_time: 0.0977930427, other_time: 6.7260541916
epoch time: 3.9756853580s, input_fired_time: 0.0183468312, output_fired_time: 0.0000000000, propagate_forward_time: 2.6777205467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2796180248
validation[          , genome   228] predictions:    9419/  10000 (94.19%), best:    9419/10000 (94.19%), error:      2012.31372, best error:      2012.31372 on epoch:    88, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 35.2956886292s, input_fired_time: 0.1597553790, output_fired_time: 0.0967492163, propagate_forward_time: 13.5064659119, propagate_backward_time: 14.9669437408, weight_update_time: 0.0888470560, other_time: 6.5657749176
epoch time: 3.9932579994s, input_fired_time: 0.0192303956, output_fired_time: 0.0000000000, propagate_forward_time: 2.6861090660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2879185677
validation[          , genome   228] predictions:    9412/  10000 (94.12%), best:    9419/10000 (94.19%), error:      2035.16125, best error:      2012.31372 on epoch:    88, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 35.9225616455s, input_fired_time: 0.1607329249, output_fired_time: 0.0966835022, propagate_forward_time: 13.8138771057, propagate_backward_time: 15.1492614746, weight_update_time: 0.0895983204, other_time: 6.7020072937
epoch time: 4.0638160706s, input_fired_time: 0.0187670160, output_fired_time: 0.0000000000, propagate_forward_time: 2.7475111485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2975380421
validation[          , genome   228] predictions:    9411/  10000 (94.11%), best:    9411/10000 (94.11%), error:      2007.91907, best error:      2007.91907 on epoch:    90, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 35.6775703430s, input_fired_time: 0.1599436700, output_fired_time: 0.0967545733, propagate_forward_time: 13.5608558655, propagate_backward_time: 15.0559701920, weight_update_time: 0.1059676185, other_time: 6.8040456772
epoch time: 3.9814560413s, input_fired_time: 0.0189870559, output_fired_time: 0.0000000000, propagate_forward_time: 2.6723372936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2901318073
validation[          , genome   228] predictions:    9416/  10000 (94.16%), best:    9411/10000 (94.11%), error:      2053.82031, best error:      2007.91907 on epoch:    90, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 35.7629089355s, input_fired_time: 0.1609499753, output_fired_time: 0.0967627093, propagate_forward_time: 13.6719989777, propagate_backward_time: 15.1690521240, weight_update_time: 0.0895367563, other_time: 6.6641445160
epoch time: 4.0049500465s, input_fired_time: 0.0184580255, output_fired_time: 0.0000000000, propagate_forward_time: 2.7008974552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2855944633
validation[          , genome   228] predictions:    9415/  10000 (94.15%), best:    9411/10000 (94.11%), error:      2048.55566, best error:      2007.91907 on epoch:    90, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 35.5160369873s, input_fired_time: 0.1733886898, output_fired_time: 0.0963663012, propagate_forward_time: 13.5402412415, propagate_backward_time: 15.0872154236, weight_update_time: 0.0887675062, other_time: 6.6188240051
epoch time: 3.9929854870s, input_fired_time: 0.0189674702, output_fired_time: 0.0000000000, propagate_forward_time: 2.6890921593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2849259377
validation[          , genome   228] predictions:    9409/  10000 (94.09%), best:    9411/10000 (94.11%), error:      2058.35938, best error:      2007.91907 on epoch:    90, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 35.3656387329s, input_fired_time: 0.1603803337, output_fired_time: 0.0965250432, propagate_forward_time: 13.5418558121, propagate_backward_time: 15.0328712463, weight_update_time: 0.0892528668, other_time: 6.5340080261
epoch time: 3.9725654125s, input_fired_time: 0.0183433909, output_fired_time: 0.0000000000, propagate_forward_time: 2.6697821617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2844398022
validation[          , genome   228] predictions:    9416/  10000 (94.16%), best:    9416/10000 (94.16%), error:      2000.31824, best error:      2000.31824 on epoch:    94, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 35.7556915283s, input_fired_time: 0.1608793288, output_fired_time: 0.0966041014, propagate_forward_time: 13.7491788864, propagate_backward_time: 15.1329374313, weight_update_time: 0.0895154029, other_time: 6.6160898209
epoch time: 4.0165786743s, input_fired_time: 0.0189865213, output_fired_time: 0.0000000000, propagate_forward_time: 2.7126829624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2849092484
validation[          , genome   228] predictions:    9421/  10000 (94.21%), best:    9416/10000 (94.16%), error:      2019.29993, best error:      2000.31824 on epoch:    94, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 35.1974792480s, input_fired_time: 0.1613612324, output_fired_time: 0.0964953452, propagate_forward_time: 13.4468469620, propagate_backward_time: 14.9302902222, weight_update_time: 0.0898685604, other_time: 6.5624847412
epoch time: 4.1507987976s, input_fired_time: 0.0191903394, output_fired_time: 0.0000000000, propagate_forward_time: 2.7675585747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3640499115
validation[          , genome   228] predictions:    9403/  10000 (94.03%), best:    9416/10000 (94.16%), error:      2100.97754, best error:      2000.31824 on epoch:    94, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 35.5821456909s, input_fired_time: 0.1604448259, output_fired_time: 0.0972299203, propagate_forward_time: 13.6622323990, propagate_backward_time: 14.9487543106, weight_update_time: 0.0896439105, other_time: 6.7134847641
epoch time: 4.1329135895s, input_fired_time: 0.0193673540, output_fired_time: 0.0000000000, propagate_forward_time: 2.7289440632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3846023083
validation[          , genome   228] predictions:    9340/  10000 (93.40%), best:    9416/10000 (94.16%), error:      2294.78882, best error:      2000.31824 on epoch:    94, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 35.6134147644s, input_fired_time: 0.1676529050, output_fired_time: 0.0963403732, propagate_forward_time: 13.7139663696, propagate_backward_time: 14.9755945206, weight_update_time: 0.0895245895, other_time: 6.6598615646
epoch time: 4.0071287155s, input_fired_time: 0.0182586685, output_fired_time: 0.0000000000, propagate_forward_time: 2.7017161846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2871539593
validation[          , genome   228] predictions:    9417/  10000 (94.17%), best:    9416/10000 (94.16%), error:      2019.28870, best error:      2000.31824 on epoch:    94, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 35.8770103455s, input_fired_time: 0.1615511328, output_fired_time: 0.0971976593, propagate_forward_time: 13.7751626968, propagate_backward_time: 15.1385393143, weight_update_time: 0.0896463618, other_time: 6.7045583725
epoch time: 3.9877023697s, input_fired_time: 0.0178974271, output_fired_time: 0.0000000000, propagate_forward_time: 2.6872258186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2825791836
validation[          , genome   228] predictions:    9405/  10000 (94.05%), best:    9416/10000 (94.16%), error:      2066.07080, best error:      2000.31824 on epoch:    94, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 35.5929946899s, input_fired_time: 0.1597748399, output_fired_time: 0.0966465622, propagate_forward_time: 13.6376295090, propagate_backward_time: 15.0986166000, weight_update_time: 0.0897521228, other_time: 6.6003274918
epoch time: 4.1320481300s, input_fired_time: 0.0189637896, output_fired_time: 0.0000000000, propagate_forward_time: 2.7872254848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3258588314
validation[          , genome   228] predictions:    9400/  10000 (94.00%), best:    9416/10000 (94.16%), error:      2054.71338, best error:      2000.31824 on epoch:    94, 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: 20.2696132660s, input_fired_time: 0.0975389332, output_fired_time: 0.0000000000, propagate_forward_time: 13.5990552902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 6.5730199814
best training[          , genome   228] predictions:   47798/  50000 (95.60%), best:    9416/10000 (94.16%), error:      8056.35107, best error:      2000.31824 on epoch:    94, 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: 4.2840976715s, input_fired_time: 0.0184959788, output_fired_time: 0.0000000000, propagate_forward_time: 2.7569899559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5086116791
   testing[          , genome   228] predictions:    9492/  10000 (94.92%), best:    9416/10000 (94.16%), error:      1809.05652, best error:      2000.31824 on epoch:    94, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:02:04 (25592): called boinc_finish(0)

</stderr_txt>
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