Nameexact_genome_1512568488_44_6610_0
Workunit2604378
Created7 Dec 2017, 20:54:54 UTC
Sent7 Dec 2017, 21:02:33 UTC
Report deadline14 Dec 2017, 17:23:44 UTC
Received9 Dec 2017, 6:51:36 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time3 hours 47 min 5 sec
CPU time3 hours 43 min 40 sec
Validate stateValid
Credit1,712.01
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.71 MB
Peak swap size158.53 MB
Peak disk usage1.80 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
0000, other_time: 0.5832004547
validation[          , genome  6610] predictions:    9644/  10000 (96.44%), best:    9677/10000 (96.77%), error:      1192.57483, best error:      1134.12891 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 122.7592926025s, input_fired_time: 1.5111575127, output_fired_time: 1.6342502832, propagate_forward_time: 45.6067428589, propagate_backward_time: 70.8066329956, weight_update_time: 0.1747593582, other_time: 3.2005157471
epoch time: 9.9722013474s, input_fired_time: 0.1824826598, output_fired_time: 0.0000000000, propagate_forward_time: 9.2150487900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5746698380
validation[          , genome  6610] predictions:    9656/  10000 (96.56%), best:    9677/10000 (96.77%), error:      1176.29932, best error:      1134.12891 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 122.3678207397s, input_fired_time: 1.5004230738, output_fired_time: 1.6247453690, propagate_forward_time: 45.4034881592, propagate_backward_time: 70.6327362061, weight_update_time: 0.1741830856, other_time: 3.2064285278
epoch time: 9.0366802216s, input_fired_time: 0.1763397157, output_fired_time: 0.0000000000, propagate_forward_time: 8.2382678986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6220722198
validation[          , genome  6610] predictions:    9486/  10000 (94.86%), best:    9677/10000 (96.77%), error:      1704.19971, best error:      1134.12891 on epoch:     9, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 122.1523437500s, input_fired_time: 1.5162427425, output_fired_time: 1.6278139353, propagate_forward_time: 45.2649269104, propagate_backward_time: 70.4901809692, weight_update_time: 0.1747691333, other_time: 3.2531814575
epoch time: 10.0531902313s, input_fired_time: 0.1844674349, output_fired_time: 0.0000000000, propagate_forward_time: 9.2904548645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5782680511
validation[          , genome  6610] predictions:    9674/  10000 (96.74%), best:    9677/10000 (96.77%), error:      1156.59656, best error:      1134.12891 on epoch:     9, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 121.7821578979s, input_fired_time: 1.5003176928, output_fired_time: 1.6262626648, propagate_forward_time: 45.0590400696, propagate_backward_time: 70.3938064575, weight_update_time: 0.1703161150, other_time: 3.2027359009
epoch time: 9.8545541763s, input_fired_time: 0.1866807938, output_fired_time: 0.0000000000, propagate_forward_time: 9.0836420059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5842313766
validation[          , genome  6610] predictions:    9582/  10000 (95.82%), best:    9677/10000 (96.77%), error:      1324.21375, best error:      1134.12891 on epoch:     9, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 121.5990295410s, input_fired_time: 1.5143808126, output_fired_time: 1.6348174810, propagate_forward_time: 44.6762428284, propagate_backward_time: 70.4441833496, weight_update_time: 0.1768092513, other_time: 3.3294067383
epoch time: 9.5532274246s, input_fired_time: 0.1819496602, output_fired_time: 0.0000000000, propagate_forward_time: 8.7879638672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5833139420
validation[          , genome  6610] predictions:    9678/  10000 (96.78%), best:    9678/10000 (96.78%), error:      1043.21619, best error:      1043.21619 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 121.3397140503s, input_fired_time: 1.5063059330, output_fired_time: 1.6283284426, propagate_forward_time: 44.7383651733, propagate_backward_time: 70.1835708618, weight_update_time: 0.1729110777, other_time: 3.2831420898
epoch time: 9.6244630814s, input_fired_time: 0.1828071177, output_fired_time: 0.0000000000, propagate_forward_time: 8.8575887680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5840673447
validation[          , genome  6610] predictions:    9634/  10000 (96.34%), best:    9678/10000 (96.78%), error:      1208.58850, best error:      1043.21619 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 120.6341629028s, input_fired_time: 1.4989582300, output_fired_time: 1.6203515530, propagate_forward_time: 44.4383392334, propagate_backward_time: 69.7751770020, weight_update_time: 0.1743102074, other_time: 3.3013381958
epoch time: 9.4118604660s, input_fired_time: 0.1792391241, output_fired_time: 0.0000000000, propagate_forward_time: 8.6600437164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5725774765
validation[          , genome  6610] predictions:    9654/  10000 (96.54%), best:    9678/10000 (96.78%), error:      1164.85254, best error:      1043.21619 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 123.5170135498s, input_fired_time: 1.5145322084, output_fired_time: 1.6385924816, propagate_forward_time: 45.9106559753, propagate_backward_time: 71.2834625244, weight_update_time: 0.1741108149, other_time: 3.1697692871
epoch time: 10.1882638931s, input_fired_time: 0.1896604896, output_fired_time: 0.0000000000, propagate_forward_time: 9.4115877151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5870161057
validation[          , genome  6610] predictions:    9701/  10000 (97.01%), best:    9701/10000 (97.01%), error:       981.98889, best error:       981.98889 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 122.3724899292s, input_fired_time: 1.5226783752, output_fired_time: 1.6321766376, propagate_forward_time: 45.2588233948, propagate_backward_time: 70.7243499756, weight_update_time: 0.1740325838, other_time: 3.2344512939
epoch time: 9.7748317719s, input_fired_time: 0.1849441230, output_fired_time: 0.0000000000, propagate_forward_time: 9.0107069016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5791807175
validation[          , genome  6610] predictions:    9686/  10000 (96.86%), best:    9701/10000 (97.01%), error:      1157.14368, best error:       981.98889 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 121.6779937744s, input_fired_time: 1.5086410046, output_fired_time: 1.6216021776, propagate_forward_time: 44.9999542236, propagate_backward_time: 70.3241882324, weight_update_time: 0.1721691638, other_time: 3.2236022949
epoch time: 10.1032810211s, input_fired_time: 0.1880680472, output_fired_time: 0.0000000000, propagate_forward_time: 9.3320837021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5831289291
validation[          , genome  6610] predictions:    9706/  10000 (97.06%), best:    9701/10000 (97.01%), error:      1042.89160, best error:       981.98889 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 124.0751876831s, input_fired_time: 1.5362534523, output_fired_time: 1.6513389349, propagate_forward_time: 46.2165946960, propagate_backward_time: 71.4851913452, weight_update_time: 0.1742219478, other_time: 3.1858139038
epoch time: 9.9486942291s, input_fired_time: 0.1869914830, output_fired_time: 0.0000000000, propagate_forward_time: 9.1880931854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5736093521
validation[          , genome  6610] predictions:    9597/  10000 (95.97%), best:    9701/10000 (97.01%), error:      1305.90100, best error:       981.98889 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 122.4811172485s, input_fired_time: 1.5079629421, output_fired_time: 1.6343406439, propagate_forward_time: 45.3611717224, propagate_backward_time: 70.7814712524, weight_update_time: 0.1737242490, other_time: 3.1961746216
epoch time: 9.9410552979s, input_fired_time: 0.1833038330, output_fired_time: 0.0000000000, propagate_forward_time: 9.1779975891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5797538757
validation[          , genome  6610] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       945.38531, best error:       945.38531 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 122.3571319580s, input_fired_time: 1.5123552084, output_fired_time: 1.6290285587, propagate_forward_time: 45.3485145569, propagate_backward_time: 70.6277999878, weight_update_time: 0.1742469370, other_time: 3.2394332886
epoch time: 10.1090555191s, input_fired_time: 0.1875239462, output_fired_time: 0.0000000000, propagate_forward_time: 9.3539133072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5676183701
validation[          , genome  6610] predictions:    9731/  10000 (97.31%), best:    9726/10000 (97.26%), error:       949.13177, best error:       945.38531 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 122.1413497925s, input_fired_time: 1.5112894773, output_fired_time: 1.6301146746, propagate_forward_time: 45.2897033691, propagate_backward_time: 70.5072174072, weight_update_time: 0.1732502878, other_time: 3.2030258179
epoch time: 9.8418350220s, input_fired_time: 0.1839466244, output_fired_time: 0.0000000000, propagate_forward_time: 9.0925731659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5653152466
validation[          , genome  6610] predictions:    9655/  10000 (96.55%), best:    9726/10000 (97.26%), error:      1191.71545, best error:       945.38531 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 123.7996063232s, input_fired_time: 1.5313783884, output_fired_time: 1.6557726860, propagate_forward_time: 45.7560882568, propagate_backward_time: 71.5856552124, weight_update_time: 0.1780148000, other_time: 3.2707138062
epoch time: 10.0784139633s, input_fired_time: 0.1879069060, output_fired_time: 0.0000000000, propagate_forward_time: 9.3113555908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5791511536
validation[          , genome  6610] predictions:    8746/  10000 (87.46%), best:    9726/10000 (97.26%), error:      4200.90381, best error:       945.38531 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

resetting weights to those on epoch: 26
epoch time: 122.2845306396s, input_fired_time: 1.5015999079, output_fired_time: 1.6287972927, propagate_forward_time: 45.5484542847, propagate_backward_time: 70.4435272217, weight_update_time: 0.1717367321, other_time: 3.1621475220
epoch time: 9.7293357849s, input_fired_time: 0.1818996668, output_fired_time: 0.0000000000, propagate_forward_time: 8.9863910675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5610446930
validation[          , genome  6610] predictions:    9700/  10000 (97.00%), best:    9726/10000 (97.26%), error:       989.10474, best error:       945.38531 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 123.9225921631s, input_fired_time: 1.5341233015, output_fired_time: 1.6484699249, propagate_forward_time: 46.0335235596, propagate_backward_time: 71.4795303345, weight_update_time: 0.1758609265, other_time: 3.2269439697
epoch time: 10.0322723389s, input_fired_time: 0.1857323796, output_fired_time: 0.0000000000, propagate_forward_time: 9.2705278397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5760116577
validation[          , genome  6610] predictions:    9673/  10000 (96.73%), best:    9726/10000 (97.26%), error:      1093.59778, best error:       945.38531 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 122.1974487305s, input_fired_time: 1.5071606636, output_fired_time: 1.6309673786, propagate_forward_time: 45.2397880554, propagate_backward_time: 70.5920333862, weight_update_time: 0.1739460528, other_time: 3.2275009155
epoch time: 9.5360336304s, input_fired_time: 0.1817416549, output_fired_time: 0.0000000000, propagate_forward_time: 8.7946424484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5596494675
validation[          , genome  6610] predictions:    9709/  10000 (97.09%), best:    9726/10000 (97.26%), error:       966.45325, best error:       945.38531 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 120.9395294189s, input_fired_time: 1.5066223145, output_fired_time: 1.6232024431, propagate_forward_time: 44.6687240601, propagate_backward_time: 69.9424972534, weight_update_time: 0.1689805537, other_time: 3.1984863281
epoch time: 9.7362957001s, input_fired_time: 0.1858917028, output_fired_time: 0.0000000000, propagate_forward_time: 8.9777231216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5726804733
validation[          , genome  6610] predictions:    9710/  10000 (97.10%), best:    9726/10000 (97.26%), error:      1001.19336, best error:       945.38531 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 122.0835647583s, input_fired_time: 1.5181900263, output_fired_time: 1.6353797913, propagate_forward_time: 45.1102600098, propagate_backward_time: 70.5033721924, weight_update_time: 0.1749387234, other_time: 3.3163604736
epoch time: 10.0168771744s, input_fired_time: 0.1878698468, output_fired_time: 0.0000000000, propagate_forward_time: 9.2463407516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5826663971
validation[          , genome  6610] predictions:    9683/  10000 (96.83%), best:    9726/10000 (97.26%), error:      1037.13635, best error:       945.38531 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 123.5242691040s, input_fired_time: 1.5305765867, output_fired_time: 1.6465872526, propagate_forward_time: 45.8661308289, propagate_backward_time: 71.2812957764, weight_update_time: 0.1759840250, other_time: 3.1996765137
epoch time: 10.0128774643s, input_fired_time: 0.1853695214, output_fired_time: 0.0000000000, propagate_forward_time: 9.2424554825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5850524902
validation[          , genome  6610] predictions:    9667/  10000 (96.67%), best:    9726/10000 (97.26%), error:      1113.09729, best error:       945.38531 on epoch:    26, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 123.5594329834s, input_fired_time: 1.5276108980, output_fired_time: 1.6431193352, propagate_forward_time: 45.9561614990, propagate_backward_time: 71.2375946045, weight_update_time: 0.1737854034, other_time: 3.1949462891
epoch time: 9.0982694626s, input_fired_time: 0.1755818725, output_fired_time: 0.0000000000, propagate_forward_time: 8.3652973175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5573902130
validation[          , genome  6610] predictions:    9718/  10000 (97.18%), best:    9726/10000 (97.26%), error:       998.21692, best error:       945.38531 on epoch:    26, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 124.0932159424s, input_fired_time: 1.5242908001, output_fired_time: 1.6472277641, propagate_forward_time: 46.2566452026, propagate_backward_time: 71.4913024902, weight_update_time: 0.1741224378, other_time: 3.1737518311
epoch time: 9.8264179230s, input_fired_time: 0.1846410632, output_fired_time: 0.0000000000, propagate_forward_time: 9.0740261078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5677509308
validation[          , genome  6610] predictions:    9696/  10000 (96.96%), best:    9726/10000 (97.26%), error:      1007.62549, best error:       945.38531 on epoch:    26, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 123.5874862671s, input_fired_time: 1.5386624336, output_fired_time: 1.6488188505, propagate_forward_time: 45.8402748108, propagate_backward_time: 71.3296127319, weight_update_time: 0.1757573634, other_time: 3.2301101685
epoch time: 9.9445838928s, input_fired_time: 0.1842710078, output_fired_time: 0.0000000000, propagate_forward_time: 9.1922311783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5680818558
validation[          , genome  6610] predictions:    9684/  10000 (96.84%), best:    9726/10000 (97.26%), error:      1065.81287, best error:       945.38531 on epoch:    26, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 121.5657653809s, input_fired_time: 1.5298671722, output_fired_time: 1.6332473755, propagate_forward_time: 44.7042961121, propagate_backward_time: 70.3575286865, weight_update_time: 0.1750298142, other_time: 3.3408203125
epoch time: 9.6611680984s, input_fired_time: 0.1889562458, output_fired_time: 0.0000000000, propagate_forward_time: 8.8791542053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5930576324
validation[          , genome  6610] predictions:    9661/  10000 (96.61%), best:    9726/10000 (97.26%), error:      1126.83167, best error:       945.38531 on epoch:    26, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 122.6783752441s, input_fired_time: 1.5298128128, output_fired_time: 1.6332330704, propagate_forward_time: 45.4956283569, propagate_backward_time: 70.8057479858, weight_update_time: 0.1753913611, other_time: 3.2139511108
epoch time: 10.1256103516s, input_fired_time: 0.1902207136, output_fired_time: 0.0000000000, propagate_forward_time: 9.3663520813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5690374374
validation[          , genome  6610] predictions:    9660/  10000 (96.60%), best:    9726/10000 (97.26%), error:      1159.22034, best error:       945.38531 on epoch:    26, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 123.2053909302s, input_fired_time: 1.5260401964, output_fired_time: 1.6335949898, propagate_forward_time: 45.9566230774, propagate_backward_time: 70.9190597534, weight_update_time: 0.1752854586, other_time: 3.1700668335
epoch time: 10.2058172226s, input_fired_time: 0.1927121431, output_fired_time: 0.0000000000, propagate_forward_time: 9.4230937958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5900115967
validation[          , genome  6610] predictions:    9714/  10000 (97.14%), best:    9726/10000 (97.26%), error:       998.54584, best error:       945.38531 on epoch:    26, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 123.8414916992s, input_fired_time: 1.5290827751, output_fired_time: 1.6427625418, propagate_forward_time: 46.0555839539, propagate_backward_time: 71.4069137573, weight_update_time: 0.1748499125, other_time: 3.2071456909
epoch time: 9.8742265701s, input_fired_time: 0.1860265285, output_fired_time: 0.0000000000, propagate_forward_time: 9.1193265915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5688734055
validation[          , genome  6610] predictions:    9730/  10000 (97.30%), best:    9730/10000 (97.30%), error:       927.74310, best error:       927.74310 on epoch:    42, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 124.1015777588s, input_fired_time: 1.5238645077, output_fired_time: 1.6414620876, propagate_forward_time: 46.1997528076, propagate_backward_time: 71.5313110352, weight_update_time: 0.1759515107, other_time: 3.2051849365
epoch time: 9.8067369461s, input_fired_time: 0.1899653971, output_fired_time: 0.0000000000, propagate_forward_time: 9.0344820023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5822896957
validation[          , genome  6610] predictions:    9675/  10000 (96.75%), best:    9730/10000 (97.30%), error:      1051.34644, best error:       927.74310 on epoch:    42, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 122.7077636719s, input_fired_time: 1.5275348425, output_fired_time: 1.6345354319, propagate_forward_time: 45.5025062561, propagate_backward_time: 70.8365936279, weight_update_time: 0.1752614081, other_time: 3.2065887451
epoch time: 10.0495252609s, input_fired_time: 0.1902295947, output_fired_time: 0.0000000000, propagate_forward_time: 9.2839994431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5752964020
validation[          , genome  6610] predictions:    9372/  10000 (93.72%), best:    9730/10000 (97.30%), error:      1977.04919, best error:       927.74310 on epoch:    42, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 122.1310424805s, input_fired_time: 1.5227944851, output_fired_time: 1.6352294683, propagate_forward_time: 45.1462936401, propagate_backward_time: 70.5648727417, weight_update_time: 0.1741385013, other_time: 3.2618484497
epoch time: 9.9235124588s, input_fired_time: 0.1864420325, output_fired_time: 0.0000000000, propagate_forward_time: 9.1633825302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5736875534
validation[          , genome  6610] predictions:    9701/  10000 (97.01%), best:    9730/10000 (97.30%), error:      1019.93030, best error:       927.74310 on epoch:    42, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 125.7500381470s, input_fired_time: 1.5482490063, output_fired_time: 1.6741697788, propagate_forward_time: 46.9063949585, propagate_backward_time: 72.4161758423, weight_update_time: 0.1753056794, other_time: 3.2050476074
epoch time: 9.5392074585s, input_fired_time: 0.1857421696, output_fired_time: 0.0000000000, propagate_forward_time: 8.7822771072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5711879730
validation[          , genome  6610] predictions:    9716/  10000 (97.16%), best:    9730/10000 (97.30%), error:      1014.23761, best error:       927.74310 on epoch:    42, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 123.6547393799s, input_fired_time: 1.5367670059, output_fired_time: 1.6478844881, propagate_forward_time: 45.9769401550, propagate_backward_time: 71.2385635376, weight_update_time: 0.1766133606, other_time: 3.2545852661
epoch time: 9.8035383224s, input_fired_time: 0.1908401996, output_fired_time: 0.0000000000, propagate_forward_time: 9.0346097946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5780887604
validation[          , genome  6610] predictions:    9653/  10000 (96.53%), best:    9730/10000 (97.30%), error:      1175.10510, best error:       927.74310 on epoch:    42, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 122.4180450439s, input_fired_time: 1.5342432261, output_fired_time: 1.6310778856, propagate_forward_time: 45.3276290894, propagate_backward_time: 70.6742858887, weight_update_time: 0.1743568182, other_time: 3.2508087158
epoch time: 10.0133056641s, input_fired_time: 0.1906843781, output_fired_time: 0.0000000000, propagate_forward_time: 9.2396116257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5830097198
validation[          , genome  6610] predictions:    9559/  10000 (95.59%), best:    9730/10000 (97.30%), error:      1533.72021, best error:       927.74310 on epoch:    42, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 123.1663131714s, input_fired_time: 1.5286505222, output_fired_time: 1.6364762783, propagate_forward_time: 45.6749076843, propagate_backward_time: 71.1010360718, weight_update_time: 0.1764491498, other_time: 3.2252426147
epoch time: 9.6598758698s, input_fired_time: 0.1835346222, output_fired_time: 0.0000000000, propagate_forward_time: 8.9050130844, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5713281631
validation[          , genome  6610] predictions:    9714/  10000 (97.14%), best:    9730/10000 (97.30%), error:       987.20972, best error:       927.74310 on epoch:    42, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 124.3012237549s, input_fired_time: 1.5455349684, output_fired_time: 1.6412383318, propagate_forward_time: 46.2417106628, propagate_backward_time: 71.6433105469, weight_update_time: 0.1765660644, other_time: 3.2294311523
epoch time: 10.1250877380s, input_fired_time: 0.1910968572, output_fired_time: 0.0000000000, propagate_forward_time: 9.3569078445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5770826340
validation[          , genome  6610] predictions:    9568/  10000 (95.68%), best:    9730/10000 (97.30%), error:      1383.69763, best error:       927.74310 on epoch:    42, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 121.3098220825s, input_fired_time: 1.5141105652, output_fired_time: 1.6219295263, propagate_forward_time: 44.7908210754, propagate_backward_time: 70.1707153320, weight_update_time: 0.1722022891, other_time: 3.2122497559
epoch time: 10.0435714722s, input_fired_time: 0.1904786825, output_fired_time: 0.0000000000, propagate_forward_time: 9.2741851807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5789079666
validation[          , genome  6610] predictions:    9743/  10000 (97.43%), best:    9743/10000 (97.43%), error:       865.86438, best error:       865.86438 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 120.7323226929s, input_fired_time: 1.5189323425, output_fired_time: 1.6232775450, propagate_forward_time: 44.4824600220, propagate_backward_time: 69.8896560669, weight_update_time: 0.1732144058, other_time: 3.2180023193
epoch time: 10.2568931580s, input_fired_time: 0.1959096491, output_fired_time: 0.0000000000, propagate_forward_time: 9.4559469223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6050367355
validation[          , genome  6610] predictions:    9651/  10000 (96.51%), best:    9743/10000 (97.43%), error:      1157.44641, best error:       865.86438 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 121.6848373413s, input_fired_time: 1.5365210772, output_fired_time: 1.6364006996, propagate_forward_time: 44.7755088806, propagate_backward_time: 70.3999252319, weight_update_time: 0.1764848232, other_time: 3.3364791870
epoch time: 9.4372825623s, input_fired_time: 0.1893623322, output_fired_time: 0.0000000000, propagate_forward_time: 8.6330709457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6148490906
validation[          , genome  6610] predictions:    9732/  10000 (97.32%), best:    9743/10000 (97.43%), error:       940.55786, best error:       865.86438 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 121.9845733643s, input_fired_time: 1.5301244259, output_fired_time: 1.6375684738, propagate_forward_time: 44.8344192505, propagate_backward_time: 70.6507339478, weight_update_time: 0.1753380895, other_time: 3.3317337036
epoch time: 8.9767122269s, input_fired_time: 0.1832539141, output_fired_time: 0.0000000000, propagate_forward_time: 8.1573514938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6361064911
validation[          , genome  6610] predictions:    9759/  10000 (97.59%), best:    9759/10000 (97.59%), error:       828.93127, best error:       828.93127 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 120.9401702881s, input_fired_time: 1.5140427351, output_fired_time: 1.6305586100, propagate_forward_time: 44.4581069946, propagate_backward_time: 70.0615234375, weight_update_time: 0.1717084944, other_time: 3.2759323120
epoch time: 9.6848287582s, input_fired_time: 0.1918297559, output_fired_time: 0.0000000000, propagate_forward_time: 8.8903989792, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6026000977
validation[          , genome  6610] predictions:    9705/  10000 (97.05%), best:    9759/10000 (97.59%), error:      1007.90607, best error:       828.93127 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 123.5053482056s, input_fired_time: 1.5375499725, output_fired_time: 1.6371841431, propagate_forward_time: 45.9839935303, propagate_backward_time: 71.1068420410, weight_update_time: 0.1786264181, other_time: 3.2397766113
epoch time: 10.0128755569s, input_fired_time: 0.1908357292, output_fired_time: 0.0000000000, propagate_forward_time: 9.2397871017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5822525024
validation[          , genome  6610] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       820.42853, best error:       820.42853 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 122.1944274902s, input_fired_time: 1.5220592022, output_fired_time: 1.6337000132, propagate_forward_time: 45.1021652222, propagate_backward_time: 70.6823806763, weight_update_time: 0.1754475832, other_time: 3.2541275024
epoch time: 9.7583942413s, input_fired_time: 0.1891285330, output_fired_time: 0.0000000000, propagate_forward_time: 8.9790554047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5902099609
validation[          , genome  6610] predictions:    9711/  10000 (97.11%), best:    9773/10000 (97.73%), error:       936.85498, best error:       820.42853 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 122.4297256470s, input_fired_time: 1.5330749750, output_fired_time: 1.6327091455, propagate_forward_time: 45.2451095581, propagate_backward_time: 70.7942352295, weight_update_time: 0.1718544811, other_time: 3.2246017456
epoch time: 9.7507028580s, input_fired_time: 0.1868151426, output_fired_time: 0.0000000000, propagate_forward_time: 8.9755058289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5883817673
validation[          , genome  6610] predictions:    9747/  10000 (97.47%), best:    9773/10000 (97.73%), error:       920.99066, best error:       820.42853 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 122.3845062256s, input_fired_time: 1.5252510309, output_fired_time: 1.6386474371, propagate_forward_time: 45.2080574036, propagate_backward_time: 70.7202529907, weight_update_time: 0.1769547462, other_time: 3.2922897339
epoch time: 9.7383146286s, input_fired_time: 0.1845213771, output_fired_time: 0.0000000000, propagate_forward_time: 8.9858226776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5679702759
validation[          , genome  6610] predictions:    9593/  10000 (95.93%), best:    9773/10000 (97.73%), error:      1326.54553, best error:       820.42853 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 124.0227203369s, input_fired_time: 1.5237177610, output_fired_time: 1.6379507780, propagate_forward_time: 46.1387672424, propagate_backward_time: 71.5125808716, weight_update_time: 0.1753297895, other_time: 3.2097091675
epoch time: 9.9973268509s, input_fired_time: 0.1883911937, output_fired_time: 0.0000000000, propagate_forward_time: 9.2225103378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5864257813
validation[          , genome  6610] predictions:    9611/  10000 (96.11%), best:    9773/10000 (97.73%), error:      1331.14612, best error:       820.42853 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 121.6713485718s, input_fired_time: 1.5129454136, output_fired_time: 1.6316440105, propagate_forward_time: 44.8200492859, propagate_backward_time: 70.4002075195, weight_update_time: 0.1747763455, other_time: 3.3065032959
epoch time: 9.9930210114s, input_fired_time: 0.1902474314, output_fired_time: 0.0000000000, propagate_forward_time: 9.2159023285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5868711472
validation[          , genome  6610] predictions:    9641/  10000 (96.41%), best:    9773/10000 (97.73%), error:      1190.50500, best error:       820.42853 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 124.6639099121s, input_fired_time: 1.5455822945, output_fired_time: 1.6552951336, propagate_forward_time: 46.3639183044, propagate_backward_time: 71.8352508545, weight_update_time: 0.1770107299, other_time: 3.2638549805
epoch time: 10.2984142303s, input_fired_time: 0.1916542947, output_fired_time: 0.0000000000, propagate_forward_time: 9.5227127075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5840473175
validation[          , genome  6610] predictions:    9652/  10000 (96.52%), best:    9773/10000 (97.73%), error:      1168.56653, best error:       820.42853 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 124.3497390747s, input_fired_time: 1.5421173573, output_fired_time: 1.6556212902, propagate_forward_time: 45.6999435425, propagate_backward_time: 72.1209259033, weight_update_time: 0.1754404306, other_time: 3.3311309814
epoch time: 10.3916501999s, input_fired_time: 0.1934833974, output_fired_time: 0.0000000000, propagate_forward_time: 9.5971393585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6010274887
validation[          , genome  6610] predictions:    9659/  10000 (96.59%), best:    9773/10000 (97.73%), error:      1170.62427, best error:       820.42853 on epoch:    56, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 124.4137420654s, input_fired_time: 1.5470255613, output_fired_time: 1.6512217522, propagate_forward_time: 46.3053512573, propagate_backward_time: 71.7050857544, weight_update_time: 0.1740273982, other_time: 3.2050552368
epoch time: 10.1102838516s, input_fired_time: 0.1924424618, output_fired_time: 0.0000000000, propagate_forward_time: 9.3407583237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5770826340
validation[          , genome  6610] predictions:    9630/  10000 (96.30%), best:    9773/10000 (97.73%), error:      1246.64917, best error:       820.42853 on epoch:    56, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 123.6650009155s, input_fired_time: 1.5254520178, output_fired_time: 1.6390521526, propagate_forward_time: 45.8990554810, propagate_backward_time: 71.3905487061, weight_update_time: 0.1761461347, other_time: 3.2108917236
epoch time: 10.0943088531s, input_fired_time: 0.1897725165, output_fired_time: 0.0000000000, propagate_forward_time: 9.3286886215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5758476257
validation[          , genome  6610] predictions:    9654/  10000 (96.54%), best:    9773/10000 (97.73%), error:      1157.83899, best error:       820.42853 on epoch:    56, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 123.1286010742s, input_fired_time: 1.5333800316, output_fired_time: 1.6365964413, propagate_forward_time: 45.7621726990, propagate_backward_time: 70.9597167969, weight_update_time: 0.1765307188, other_time: 3.2367401123
epoch time: 10.0824050903s, input_fired_time: 0.1905884594, output_fired_time: 0.0000000000, propagate_forward_time: 9.3063287735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5854883194
validation[          , genome  6610] predictions:    9642/  10000 (96.42%), best:    9773/10000 (97.73%), error:      1189.04993, best error:       820.42853 on epoch:    56, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 124.5850143433s, input_fired_time: 1.5526794195, output_fired_time: 1.6625903845, propagate_forward_time: 46.2449798584, propagate_backward_time: 71.8827972412, weight_update_time: 0.1783907115, other_time: 3.2419662476
epoch time: 9.9021015167s, input_fired_time: 0.1874516457, output_fired_time: 0.0000000000, propagate_forward_time: 9.1502399445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5644102097
validation[          , genome  6610] predictions:    9696/  10000 (96.96%), best:    9773/10000 (97.73%), error:      1069.66431, best error:       820.42853 on epoch:    56, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 122.4996719360s, input_fired_time: 1.5333073139, output_fired_time: 1.6395528316, propagate_forward_time: 45.3443374634, propagate_backward_time: 70.7771148682, weight_update_time: 0.1749801189, other_time: 3.2053604126
epoch time: 9.9143533707s, input_fired_time: 0.1917940080, output_fired_time: 0.0000000000, propagate_forward_time: 9.1390819550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5834770203
validation[          , genome  6610] predictions:    9683/  10000 (96.83%), best:    9773/10000 (97.73%), error:      1062.28674, best error:       820.42853 on epoch:    56, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 123.7796630859s, input_fired_time: 1.5355511904, output_fired_time: 1.6473990679, propagate_forward_time: 46.0122642517, propagate_backward_time: 71.3141555786, weight_update_time: 0.1771660149, other_time: 3.2702865601
epoch time: 9.9644784927s, input_fired_time: 0.1907093823, output_fired_time: 0.0000000000, propagate_forward_time: 9.1829099655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5908594131
validation[          , genome  6610] predictions:    9667/  10000 (96.67%), best:    9773/10000 (97.73%), error:      1095.52869, best error:       820.42853 on epoch:    56, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 123.9212951660s, input_fired_time: 1.5328414440, output_fired_time: 1.6438215971, propagate_forward_time: 46.0370216370, propagate_backward_time: 71.5113754272, weight_update_time: 0.1754984260, other_time: 3.1962356567
epoch time: 9.7387275696s, input_fired_time: 0.1896092296, output_fired_time: 0.0000000000, propagate_forward_time: 8.9502477646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5988702774
validation[          , genome  6610] predictions:    9687/  10000 (96.87%), best:    9773/10000 (97.73%), error:      1058.56824, best error:       820.42853 on epoch:    56, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 118.0441589355s, input_fired_time: 1.4959602356, output_fired_time: 1.5746552944, propagate_forward_time: 43.5743522644, propagate_backward_time: 68.2586593628, weight_update_time: 0.1677433997, other_time: 3.1405410767
epoch time: 9.8522558212s, input_fired_time: 0.1880042255, output_fired_time: 0.0000000000, propagate_forward_time: 9.1003170013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5639343262
validation[          , genome  6610] predictions:    9661/  10000 (96.61%), best:    9773/10000 (97.73%), error:      1139.76550, best error:       820.42853 on epoch:    56, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 124.5243453979s, input_fired_time: 1.5572961569, output_fired_time: 1.6518847942, propagate_forward_time: 46.2689971924, propagate_backward_time: 71.7599792480, weight_update_time: 0.1809401959, other_time: 3.2861862183
epoch time: 9.0554056168s, input_fired_time: 0.1830173731, output_fired_time: 0.0000000000, propagate_forward_time: 8.2785015106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5938863754
validation[          , genome  6610] predictions:    9607/  10000 (96.07%), best:    9773/10000 (97.73%), error:      1283.34314, best error:       820.42853 on epoch:    56, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 124.4176864624s, input_fired_time: 1.5463409424, output_fired_time: 1.6462833881, propagate_forward_time: 46.3373413086, propagate_backward_time: 71.6717910767, weight_update_time: 0.1756234467, other_time: 3.2159271240
epoch time: 10.1339569092s, input_fired_time: 0.1925572604, output_fired_time: 0.0000000000, propagate_forward_time: 9.3694019318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5719976425
validation[          , genome  6610] predictions:    9682/  10000 (96.82%), best:    9773/10000 (97.73%), error:      1084.37146, best error:       820.42853 on epoch:    56, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 124.9792861938s, input_fired_time: 1.5588712692, output_fired_time: 1.6605668068, propagate_forward_time: 46.6050033569, propagate_backward_time: 71.8833312988, weight_update_time: 0.1795726269, other_time: 3.2715148926
epoch time: 10.1869277954s, input_fired_time: 0.1932253987, output_fired_time: 0.0000000000, propagate_forward_time: 9.4090509415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5846509933
validation[          , genome  6610] predictions:    9684/  10000 (96.84%), best:    9773/10000 (97.73%), error:      1068.64514, best error:       820.42853 on epoch:    56, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 122.4478912354s, input_fired_time: 1.5282177925, output_fired_time: 1.6414315701, propagate_forward_time: 45.3445281982, propagate_backward_time: 70.6911010742, weight_update_time: 0.1749900728, other_time: 3.2426071167
epoch time: 9.7517347336s, input_fired_time: 0.1922599971, output_fired_time: 0.0000000000, propagate_forward_time: 8.9456262589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6138486862
validation[          , genome  6610] predictions:    9661/  10000 (96.61%), best:    9773/10000 (97.73%), error:      1157.73694, best error:       820.42853 on epoch:    56, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 121.0178985596s, input_fired_time: 1.5204610825, output_fired_time: 1.6230949163, propagate_forward_time: 44.5782241821, propagate_backward_time: 70.0161285400, weight_update_time: 0.1737305075, other_time: 3.2799911499
epoch time: 10.4440212250s, input_fired_time: 0.2001444101, output_fired_time: 0.0000000000, propagate_forward_time: 9.6569013596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5869750977
validation[          , genome  6610] predictions:    9676/  10000 (96.76%), best:    9773/10000 (97.73%), error:      1077.57739, best error:       820.42853 on epoch:    56, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 122.7148208618s, input_fired_time: 1.5365576744, output_fired_time: 1.6324393749, propagate_forward_time: 45.4894981384, propagate_backward_time: 70.8030471802, weight_update_time: 0.1731457710, other_time: 3.2532730103
epoch time: 9.4459810257s, input_fired_time: 0.1892472804, output_fired_time: 0.0000000000, propagate_forward_time: 8.6541347504, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6025991440
validation[          , genome  6610] predictions:    9681/  10000 (96.81%), best:    9773/10000 (97.73%), error:      1035.52539, best error:       820.42853 on epoch:    56, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 122.6129913330s, input_fired_time: 1.5388851166, output_fired_time: 1.6372826099, propagate_forward_time: 45.3024330139, propagate_backward_time: 70.8604354858, weight_update_time: 0.1734720618, other_time: 3.2739486694
epoch time: 10.0148973465s, input_fired_time: 0.1887245476, output_fired_time: 0.0000000000, propagate_forward_time: 9.2579374313, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5682353973
validation[          , genome  6610] predictions:    9648/  10000 (96.48%), best:    9773/10000 (97.73%), error:      1121.10547, best error:       820.42853 on epoch:    56, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 122.8807907104s, input_fired_time: 1.5463093519, output_fired_time: 1.6447893381, propagate_forward_time: 45.4341354370, propagate_backward_time: 70.9852752686, weight_update_time: 0.1740572453, other_time: 3.2702789307
epoch time: 10.0323505402s, input_fired_time: 0.1940934658, output_fired_time: 0.0000000000, propagate_forward_time: 9.2316503525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6066064835
validation[          , genome  6610] predictions:    9663/  10000 (96.63%), best:    9773/10000 (97.73%), error:      1107.57410, best error:       820.42853 on epoch:    56, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 122.6791076660s, input_fired_time: 1.5360633135, output_fired_time: 1.6336798668, propagate_forward_time: 45.4810676575, propagate_backward_time: 70.8175888062, weight_update_time: 0.1725244969, other_time: 3.2107009888
epoch time: 9.9367389679s, input_fired_time: 0.1906683594, output_fired_time: 0.0000000000, propagate_forward_time: 9.1620960236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5839748383
validation[          , genome  6610] predictions:    9676/  10000 (96.76%), best:    9773/10000 (97.73%), error:      1103.60645, best error:       820.42853 on epoch:    56, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 124.2568435669s, input_fired_time: 1.5510469675, output_fired_time: 1.6431035995, propagate_forward_time: 46.2735481262, propagate_backward_time: 71.5823440552, weight_update_time: 0.1738201976, other_time: 3.2067947388
epoch time: 10.0779561996s, input_fired_time: 0.1898520142, output_fired_time: 0.0000000000, propagate_forward_time: 9.3269538879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5611505508
validation[          , genome  6610] predictions:    9652/  10000 (96.52%), best:    9773/10000 (97.73%), error:      1192.65430, best error:       820.42853 on epoch:    56, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 120.9188766479s, input_fired_time: 1.5193310976, output_fired_time: 1.6267496347, propagate_forward_time: 44.3422546387, propagate_backward_time: 70.1478729248, weight_update_time: 0.1756317168, other_time: 3.2826690674
epoch time: 10.0065431595s, input_fired_time: 0.1906157136, output_fired_time: 0.0000000000, propagate_forward_time: 9.2502098083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5657176971
validation[          , genome  6610] predictions:    9690/  10000 (96.90%), best:    9773/10000 (97.73%), error:      1025.77930, best error:       820.42853 on epoch:    56, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 120.4426345825s, input_fired_time: 1.5219547749, output_fired_time: 1.6126843691, propagate_forward_time: 44.2338485718, propagate_backward_time: 69.8095397949, weight_update_time: 0.1707784683, other_time: 3.2646026611
epoch time: 10.0195226669s, input_fired_time: 0.1938350648, output_fired_time: 0.0000000000, propagate_forward_time: 9.2393302917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5863571167
validation[          , genome  6610] predictions:    9682/  10000 (96.82%), best:    9773/10000 (97.73%), error:      1056.87390, best error:       820.42853 on epoch:    56, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 122.3667526245s, input_fired_time: 1.5398960114, output_fired_time: 1.6281906366, propagate_forward_time: 45.4350051880, propagate_backward_time: 70.5596313477, weight_update_time: 0.1762795597, other_time: 3.2040328979
epoch time: 10.0619421005s, input_fired_time: 0.1881452799, output_fired_time: 0.0000000000, propagate_forward_time: 9.3101081848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5636882782
validation[          , genome  6610] predictions:    9601/  10000 (96.01%), best:    9773/10000 (97.73%), error:      1264.07422, best error:       820.42853 on epoch:    56, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 122.7750320435s, input_fired_time: 1.5312931538, output_fired_time: 1.6318444014, propagate_forward_time: 45.5726737976, propagate_backward_time: 70.8194046021, weight_update_time: 0.1764732599, other_time: 3.2198104858
epoch time: 9.6438436508s, input_fired_time: 0.1869411021, output_fired_time: 0.0000000000, propagate_forward_time: 8.9039821625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5529203415
validation[          , genome  6610] predictions:    9676/  10000 (96.76%), best:    9773/10000 (97.73%), error:      1115.68579, best error:       820.42853 on epoch:    56, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 123.3577575684s, input_fired_time: 1.5452717543, output_fired_time: 1.6447879076, propagate_forward_time: 45.7569236755, propagate_backward_time: 71.1611709595, weight_update_time: 0.1748066694, other_time: 3.2495956421
epoch time: 9.9352598190s, input_fired_time: 0.1878649741, output_fired_time: 0.0000000000, propagate_forward_time: 9.1784868240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5689077377
validation[          , genome  6610] predictions:    9669/  10000 (96.69%), best:    9773/10000 (97.73%), error:      1133.46643, best error:       820.42853 on epoch:    56, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 123.0545654297s, input_fired_time: 1.5399751663, output_fired_time: 1.6385015249, propagate_forward_time: 45.5801124573, propagate_backward_time: 71.0751724243, weight_update_time: 0.1734667569, other_time: 3.2208023071
epoch time: 9.4654664993s, input_fired_time: 0.1949285865, output_fired_time: 0.0000000000, propagate_forward_time: 8.6091871262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6613512039
validation[          , genome  6610] predictions:    9681/  10000 (96.81%), best:    9773/10000 (97.73%), error:      1091.55432, best error:       820.42853 on epoch:    56, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 122.7112426758s, input_fired_time: 1.5355962515, output_fired_time: 1.6348631382, propagate_forward_time: 45.6499938965, propagate_backward_time: 70.7109375000, weight_update_time: 0.1723700464, other_time: 3.1798477173
epoch time: 10.0767498016s, input_fired_time: 0.1951026767, output_fired_time: 0.0000000000, propagate_forward_time: 9.3037347794, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5779123306
validation[          , genome  6610] predictions:    9661/  10000 (96.61%), best:    9773/10000 (97.73%), error:      1126.40698, best error:       820.42853 on epoch:    56, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 122.7149658203s, input_fired_time: 1.5576901436, output_fired_time: 1.6511985064, propagate_forward_time: 45.1880760193, propagate_backward_time: 70.9932327271, weight_update_time: 0.1739112437, other_time: 3.3247604370
epoch time: 9.9925813675s, input_fired_time: 0.1916583329, output_fired_time: 0.0000000000, propagate_forward_time: 9.2143115997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5866117477
validation[          , genome  6610] predictions:    9686/  10000 (96.86%), best:    9773/10000 (97.73%), error:      1060.81799, best error:       820.42853 on epoch:    56, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 122.8027267456s, input_fired_time: 1.5464917421, output_fired_time: 1.6382964849, propagate_forward_time: 45.3390197754, propagate_backward_time: 70.9928970337, weight_update_time: 0.1736447513, other_time: 3.2860183716
epoch time: 10.0467395782s, input_fired_time: 0.1911106110, output_fired_time: 0.0000000000, propagate_forward_time: 9.2771091461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5785198212
validation[          , genome  6610] predictions:    9661/  10000 (96.61%), best:    9773/10000 (97.73%), error:      1126.65088, best error:       820.42853 on epoch:    56, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 121.5176010132s, input_fired_time: 1.5354810953, output_fired_time: 1.6452082396, propagate_forward_time: 44.7460708618, propagate_backward_time: 70.2953872681, weight_update_time: 0.1738925427, other_time: 3.2954483032
epoch time: 10.0952291489s, input_fired_time: 0.1945322156, output_fired_time: 0.0000000000, propagate_forward_time: 9.3115663528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5891304016
validation[          , genome  6610] predictions:    9692/  10000 (96.92%), best:    9773/10000 (97.73%), error:      1031.83862, best error:       820.42853 on epoch:    56, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 123.4421539307s, input_fired_time: 1.5499309301, output_fired_time: 1.6450420618, propagate_forward_time: 45.8112068176, propagate_backward_time: 71.1876602173, weight_update_time: 0.1764727235, other_time: 3.2483139038
epoch time: 9.9998893738s, input_fired_time: 0.1941876560, output_fired_time: 0.0000000000, propagate_forward_time: 9.2195854187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5861158371
validation[          , genome  6610] predictions:    9620/  10000 (96.20%), best:    9773/10000 (97.73%), error:      1226.12402, best error:       820.42853 on epoch:    56, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 122.1370391846s, input_fired_time: 1.5389561653, output_fired_time: 1.6287680864, propagate_forward_time: 45.1717147827, propagate_backward_time: 70.5477523804, weight_update_time: 0.1725728512, other_time: 3.2498474121
epoch time: 9.5667810440s, input_fired_time: 0.1905759424, output_fired_time: 0.0000000000, propagate_forward_time: 8.7912359238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5849695206
validation[          , genome  6610] predictions:    9689/  10000 (96.89%), best:    9773/10000 (97.73%), error:      1038.73779, best error:       820.42853 on epoch:    56, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 123.2313995361s, input_fired_time: 1.5477786064, output_fired_time: 1.6373270750, propagate_forward_time: 45.8232421875, propagate_backward_time: 70.9930191040, weight_update_time: 0.1754194498, other_time: 3.2300338745
epoch time: 10.0777139664s, input_fired_time: 0.1968013346, output_fired_time: 0.0000000000, propagate_forward_time: 9.2875041962, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5934085846
validation[          , genome  6610] predictions:    9677/  10000 (96.77%), best:    9773/10000 (97.73%), error:      1081.03748, best error:       820.42853 on epoch:    56, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 123.1035156250s, input_fired_time: 1.5538246632, output_fired_time: 1.6477780342, propagate_forward_time: 45.5246391296, propagate_backward_time: 71.0371398926, weight_update_time: 0.1770945042, other_time: 3.3401336670
epoch time: 9.8533029556s, input_fired_time: 0.1929991394, output_fired_time: 0.0000000000, propagate_forward_time: 9.0655469894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5947570801
validation[          , genome  6610] predictions:    9642/  10000 (96.42%), best:    9773/10000 (97.73%), error:      1288.77515, best error:       820.42853 on epoch:    56, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 123.8812866211s, input_fired_time: 1.5629729033, output_fired_time: 1.6557360888, propagate_forward_time: 45.9175186157, propagate_backward_time: 71.4516677856, weight_update_time: 0.1771047860, other_time: 3.2933883667
epoch time: 10.0158195496s, input_fired_time: 0.1933762878, output_fired_time: 0.0000000000, propagate_forward_time: 9.2421445847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5802984238
validation[          , genome  6610] predictions:    9684/  10000 (96.84%), best:    9773/10000 (97.73%), error:      1080.48486, best error:       820.42853 on epoch:    56, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 124.5456390381s, input_fired_time: 1.5548384190, output_fired_time: 1.6513240337, propagate_forward_time: 46.4287071228, propagate_backward_time: 71.6802291870, weight_update_time: 0.1768298596, other_time: 3.2305374146
epoch time: 9.9741926193s, input_fired_time: 0.1896935105, output_fired_time: 0.0000000000, propagate_forward_time: 9.2051467896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5793523788
validation[          , genome  6610] predictions:    9669/  10000 (96.69%), best:    9773/10000 (97.73%), error:      1100.63086, best error:       820.42853 on epoch:    56, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 122.7486572266s, input_fired_time: 1.5434371233, output_fired_time: 1.6345921755, propagate_forward_time: 45.4095993042, propagate_backward_time: 70.9189453125, weight_update_time: 0.1748395711, other_time: 3.2420883179
epoch time: 10.2028779984s, input_fired_time: 0.1952611208, output_fired_time: 0.0000000000, propagate_forward_time: 9.4189033508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5887136459
validation[          , genome  6610] predictions:    9690/  10000 (96.90%), best:    9773/10000 (97.73%), error:      1029.91516, best error:       820.42853 on epoch:    56, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 123.5315399170s, input_fired_time: 1.5444862843, output_fired_time: 1.6447052956, propagate_forward_time: 45.8360404968, propagate_backward_time: 71.3070526123, weight_update_time: 0.1796557903, other_time: 3.1992492676
epoch time: 10.1831178665s, input_fired_time: 0.1950607300, output_fired_time: 0.0000000000, propagate_forward_time: 9.3978862762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5901708603
validation[          , genome  6610] predictions:    9657/  10000 (96.57%), best:    9773/10000 (97.73%), error:      1136.30518, best error:       820.42853 on epoch:    56, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 124.4029388428s, input_fired_time: 1.5644524097, output_fired_time: 1.6488416195, propagate_forward_time: 46.2810974121, propagate_backward_time: 71.6922683716, weight_update_time: 0.1750106364, other_time: 3.2162780762
epoch time: 10.1044111252s, input_fired_time: 0.1949428916, output_fired_time: 0.0000000000, propagate_forward_time: 9.3287935257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5806751251
validation[          , genome  6610] predictions:    9687/  10000 (96.87%), best:    9773/10000 (97.73%), error:      1099.22144, best error:       820.42853 on epoch:    56, 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: 49.7651290894s, input_fired_time: 0.9541193247, output_fired_time: 0.0000000000, propagate_forward_time: 45.8131599426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.9978485107
best training[          , genome  6610] predictions:   49316/  50000 (98.63%), best:    9773/10000 (97.73%), error:      2529.97681, best error:       820.42853 on epoch:    56, 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: 10.2345027924s, input_fired_time: 0.1930691749, output_fired_time: 0.0000000000, propagate_forward_time: 9.4587974548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5826358795
   testing[          , genome  6610] predictions:    9768/  10000 (97.68%), best:    9773/10000 (97.73%), error:       731.12335, best error:       820.42853 on epoch:    56, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:51:12 (2920): called boinc_finish(0)

</stderr_txt>
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