Nameexact_genome_1512568488_45_6550_1
Workunit2603997
Created7 Dec 2017, 20:30:16 UTC
Sent7 Dec 2017, 20:34:40 UTC
Report deadline15 Dec 2017, 18:22:42 UTC
Received8 Dec 2017, 8:56:49 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID51414
Run time4 hours 30 min 16 sec
CPU time4 hours 19 min 27 sec
Validate stateValid
Credit1,977.09
Device peak FLOPS2.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.73 MB
Peak swap size159.38 MB
Peak disk usage2.18 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
000 (97.21%), best:    9739/10000 (97.39%), error:       960.55676, best error:       892.59778 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 144.1102142334s, input_fired_time: 1.5378093719, output_fired_time: 1.4817529917, propagate_forward_time: 55.1594772339, propagate_backward_time: 82.6376419067, weight_update_time: 0.1754527092, other_time: 3.2935333252
epoch time: 11.8841190338s, input_fired_time: 0.1945794225, output_fired_time: 0.0000000000, propagate_forward_time: 11.0917425156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5977973938
validation[          , genome  6550] predictions:    9733/  10000 (97.33%), best:    9733/10000 (97.33%), error:       869.08221, best error:       869.08221 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 145.1117553711s, input_fired_time: 1.5266678333, output_fired_time: 1.4626517296, propagate_forward_time: 55.3946609497, propagate_backward_time: 83.4476852417, weight_update_time: 0.1753232181, other_time: 3.2800903320
epoch time: 11.8079757690s, input_fired_time: 0.1888542920, output_fired_time: 0.0000000000, propagate_forward_time: 11.0358114243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5833101273
validation[          , genome  6550] predictions:    9676/  10000 (96.76%), best:    9733/10000 (97.33%), error:      1054.58398, best error:       869.08221 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 145.2361755371s, input_fired_time: 1.5335556269, output_fired_time: 1.5360397100, propagate_forward_time: 55.5199432373, propagate_backward_time: 83.3399734497, weight_update_time: 0.1774572283, other_time: 3.3066635132
epoch time: 11.7147979736s, input_fired_time: 0.1947775781, output_fired_time: 0.0000000000, propagate_forward_time: 10.9295711517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5904493332
validation[          , genome  6550] predictions:    9740/  10000 (97.40%), best:    9733/10000 (97.33%), error:       890.04883, best error:       869.08221 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 145.4820861816s, input_fired_time: 1.5322840214, output_fired_time: 1.4863815308, propagate_forward_time: 55.9090843201, propagate_backward_time: 83.2502212524, weight_update_time: 0.1774854511, other_time: 3.3041000366
epoch time: 11.8148946762s, input_fired_time: 0.1896197051, output_fired_time: 0.0000000000, propagate_forward_time: 11.0333309174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5919437408
validation[          , genome  6550] predictions:    9702/  10000 (97.02%), best:    9733/10000 (97.33%), error:       956.97998, best error:       869.08221 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 145.6474761963s, input_fired_time: 1.5523806810, output_fired_time: 1.4742614031, propagate_forward_time: 55.6463699341, propagate_backward_time: 83.6833038330, weight_update_time: 0.1749510318, other_time: 3.2911605835
epoch time: 11.9913444519s, input_fired_time: 0.1947581321, output_fired_time: 0.0000000000, propagate_forward_time: 11.1875066757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6090793610
validation[          , genome  6550] predictions:    9656/  10000 (96.56%), best:    9733/10000 (97.33%), error:      1094.71082, best error:       869.08221 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 145.1315460205s, input_fired_time: 1.5282638073, output_fired_time: 1.4484694004, propagate_forward_time: 55.5275650024, propagate_backward_time: 83.2803192139, weight_update_time: 0.1763016880, other_time: 3.3469314575
epoch time: 12.0213842392s, input_fired_time: 0.2042408735, output_fired_time: 0.0000000000, propagate_forward_time: 11.2292366028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5879068375
validation[          , genome  6550] predictions:    9744/  10000 (97.44%), best:    9744/10000 (97.44%), error:       853.00775, best error:       853.00775 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 146.3491058350s, input_fired_time: 1.5293542147, output_fired_time: 1.4887678623, propagate_forward_time: 55.9206695557, propagate_backward_time: 84.0344467163, weight_update_time: 0.1880829483, other_time: 3.3758621216
epoch time: 11.8387022018s, input_fired_time: 0.1920768023, output_fired_time: 0.0000000000, propagate_forward_time: 11.0571384430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5894870758
validation[          , genome  6550] predictions:    9707/  10000 (97.07%), best:    9744/10000 (97.44%), error:       983.27075, best error:       853.00775 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 144.5683746338s, input_fired_time: 1.5423544645, output_fired_time: 1.4502886534, propagate_forward_time: 55.4197044373, propagate_backward_time: 82.8457107544, weight_update_time: 0.1749571711, other_time: 3.3103103638
epoch time: 12.4165229797s, input_fired_time: 0.1928289235, output_fired_time: 0.0000000000, propagate_forward_time: 11.6240682602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5996255875
validation[          , genome  6550] predictions:    9708/  10000 (97.08%), best:    9744/10000 (97.44%), error:       939.38556, best error:       853.00775 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 144.5193786621s, input_fired_time: 1.5403833389, output_fired_time: 1.4442613125, propagate_forward_time: 55.2886161804, propagate_backward_time: 82.9576950073, weight_update_time: 0.1749848276, other_time: 3.2884140015
epoch time: 11.6699247360s, input_fired_time: 0.1906104684, output_fired_time: 0.0000000000, propagate_forward_time: 10.9000558853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5792579651
validation[          , genome  6550] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       803.74219, best error:       803.74219 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 145.7457275391s, input_fired_time: 1.5543460846, output_fired_time: 1.4567325115, propagate_forward_time: 55.8460197449, propagate_backward_time: 83.5731124878, weight_update_time: 0.1761399508, other_time: 3.3155136108
epoch time: 12.0198297501s, input_fired_time: 0.1945180297, output_fired_time: 0.0000000000, propagate_forward_time: 11.2022476196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6230640411
validation[          , genome  6550] predictions:    9736/  10000 (97.36%), best:    9769/10000 (97.69%), error:       903.89069, best error:       803.74219 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 145.2958831787s, input_fired_time: 1.5515807867, output_fired_time: 1.4660173655, propagate_forward_time: 55.5049247742, propagate_backward_time: 83.4883956909, weight_update_time: 0.1770487130, other_time: 3.2849655151
epoch time: 12.0866584778s, input_fired_time: 0.1928366274, output_fired_time: 0.0000000000, propagate_forward_time: 11.2946443558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5991773605
validation[          , genome  6550] predictions:    9744/  10000 (97.44%), best:    9769/10000 (97.69%), error:       843.10907, best error:       803.74219 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 146.0111083984s, input_fired_time: 1.6153631210, output_fired_time: 1.4847303629, propagate_forward_time: 55.9521026611, propagate_backward_time: 83.6163635254, weight_update_time: 0.1773000509, other_time: 3.3425598145
epoch time: 11.9429616928s, input_fired_time: 0.1917798519, output_fired_time: 0.0000000000, propagate_forward_time: 11.1563205719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5948610306
validation[          , genome  6550] predictions:    9738/  10000 (97.38%), best:    9769/10000 (97.69%), error:       876.79535, best error:       803.74219 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 145.4763946533s, input_fired_time: 1.5336403847, output_fired_time: 1.4570504427, propagate_forward_time: 55.8821105957, propagate_backward_time: 83.3100280762, weight_update_time: 0.1927655190, other_time: 3.2935638428
epoch time: 11.7648019791s, input_fired_time: 0.1916298270, output_fired_time: 0.0000000000, propagate_forward_time: 10.9825592041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5906133652
validation[          , genome  6550] predictions:    9736/  10000 (97.36%), best:    9769/10000 (97.69%), error:       923.93842, best error:       803.74219 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 145.2647705078s, input_fired_time: 1.5443646908, output_fired_time: 1.5088495016, propagate_forward_time: 55.5189552307, propagate_backward_time: 83.4013061523, weight_update_time: 0.1764670610, other_time: 3.2913055420
epoch time: 11.9010753632s, input_fired_time: 0.1920557916, output_fired_time: 0.0000000000, propagate_forward_time: 11.1135244370, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5954952240
validation[          , genome  6550] predictions:    9738/  10000 (97.38%), best:    9769/10000 (97.69%), error:       882.36426, best error:       803.74219 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 144.8858947754s, input_fired_time: 1.5373777151, output_fired_time: 1.4592825174, propagate_forward_time: 55.4544639587, propagate_backward_time: 83.1681137085, weight_update_time: 0.1742301136, other_time: 3.2666397095
epoch time: 11.7490825653s, input_fired_time: 0.1916303039, output_fired_time: 0.0000000000, propagate_forward_time: 10.9571170807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6003351212
validation[          , genome  6550] predictions:    9759/  10000 (97.59%), best:    9769/10000 (97.69%), error:       817.05164, best error:       803.74219 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 145.8822174072s, input_fired_time: 1.5534636974, output_fired_time: 1.4528361559, propagate_forward_time: 55.7428131104, propagate_backward_time: 83.8012466431, weight_update_time: 0.1751624793, other_time: 3.3318557739
epoch time: 11.7343244553s, input_fired_time: 0.1914521456, output_fired_time: 0.0000000000, propagate_forward_time: 10.9546833038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5881891251
validation[          , genome  6550] predictions:    9679/  10000 (96.79%), best:    9769/10000 (97.69%), error:      1076.78772, best error:       803.74219 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 144.6576080322s, input_fired_time: 1.5451905727, output_fired_time: 1.4493645430, propagate_forward_time: 55.3663368225, propagate_backward_time: 83.0323562622, weight_update_time: 0.1750247329, other_time: 3.2643508911
epoch time: 12.2296934128s, input_fired_time: 0.1993158907, output_fired_time: 0.0000000000, propagate_forward_time: 11.4022169113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6281604767
validation[          , genome  6550] predictions:    9733/  10000 (97.33%), best:    9769/10000 (97.69%), error:       893.60718, best error:       803.74219 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 144.7506103516s, input_fired_time: 1.5311808586, output_fired_time: 1.4583545923, propagate_forward_time: 55.4214935303, propagate_backward_time: 83.0477447510, weight_update_time: 0.1761178523, other_time: 3.2918395996
epoch time: 11.9326028824s, input_fired_time: 0.1996917874, output_fired_time: 0.0000000000, propagate_forward_time: 11.1356534958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5972576141
validation[          , genome  6550] predictions:    9749/  10000 (97.49%), best:    9769/10000 (97.69%), error:       856.28821, best error:       803.74219 on epoch:    23, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 146.0489044189s, input_fired_time: 1.5477671623, output_fired_time: 1.4673583508, propagate_forward_time: 55.5992927551, propagate_backward_time: 84.0563888550, weight_update_time: 0.1961140186, other_time: 3.3781051636
epoch time: 12.1309928894s, input_fired_time: 0.2234864384, output_fired_time: 0.0000000000, propagate_forward_time: 11.3211126328, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5863933563
validation[          , genome  6550] predictions:    9717/  10000 (97.17%), best:    9769/10000 (97.69%), error:       915.97028, best error:       803.74219 on epoch:    23, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 145.4238281250s, input_fired_time: 1.5581113100, output_fired_time: 1.4952105284, propagate_forward_time: 55.6516456604, propagate_backward_time: 83.4397048950, weight_update_time: 0.1766775250, other_time: 3.2791671753
epoch time: 11.7066774368s, input_fired_time: 0.1974466443, output_fired_time: 0.0000000000, propagate_forward_time: 10.9193363190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5898942947
validation[          , genome  6550] predictions:    9758/  10000 (97.58%), best:    9769/10000 (97.69%), error:       820.87976, best error:       803.74219 on epoch:    23, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 145.6214294434s, input_fired_time: 1.5829578638, output_fired_time: 1.4732685089, propagate_forward_time: 55.8244514465, propagate_backward_time: 83.4208755493, weight_update_time: 0.1763180792, other_time: 3.3198776245
epoch time: 11.8574533463s, input_fired_time: 0.1990077049, output_fired_time: 0.0000000000, propagate_forward_time: 11.0634002686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5950450897
validation[          , genome  6550] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       811.01105, best error:       803.74219 on epoch:    23, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 145.9110260010s, input_fired_time: 1.5593467951, output_fired_time: 1.4660778046, propagate_forward_time: 55.7750434875, propagate_backward_time: 83.8059158325, weight_update_time: 0.1756325066, other_time: 3.3046493530
epoch time: 11.7806587219s, input_fired_time: 0.2040376365, output_fired_time: 0.0000000000, propagate_forward_time: 10.9885263443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5880947113
validation[          , genome  6550] predictions:    9730/  10000 (97.30%), best:    9769/10000 (97.69%), error:       914.50330, best error:       803.74219 on epoch:    23, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 144.0359954834s, input_fired_time: 1.5276559591, output_fired_time: 1.4419422150, propagate_forward_time: 55.0599594116, propagate_backward_time: 82.7305297852, weight_update_time: 0.1787311733, other_time: 3.2759170532
epoch time: 12.0035457611s, input_fired_time: 0.1973099411, output_fired_time: 0.0000000000, propagate_forward_time: 11.2106161118, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5956201553
validation[          , genome  6550] predictions:    9726/  10000 (97.26%), best:    9769/10000 (97.69%), error:       927.23279, best error:       803.74219 on epoch:    23, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 146.2706909180s, input_fired_time: 1.5758154392, output_fired_time: 1.4899052382, propagate_forward_time: 55.9183349609, propagate_backward_time: 83.8804702759, weight_update_time: 0.1761419773, other_time: 3.4061660767
epoch time: 11.9231376648s, input_fired_time: 0.1949803382, output_fired_time: 0.0000000000, propagate_forward_time: 11.1351251602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5930318832
validation[          , genome  6550] predictions:    9741/  10000 (97.41%), best:    9769/10000 (97.69%), error:       845.20898, best error:       803.74219 on epoch:    23, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 145.7459106445s, input_fired_time: 1.5378338099, output_fired_time: 1.4627552032, propagate_forward_time: 55.5827217102, propagate_backward_time: 83.8597335815, weight_update_time: 0.1768827587, other_time: 3.3028793335
epoch time: 11.8389720917s, input_fired_time: 0.1973319352, output_fired_time: 0.0000000000, propagate_forward_time: 11.0471239090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5945158005
validation[          , genome  6550] predictions:    9749/  10000 (97.49%), best:    9769/10000 (97.69%), error:       807.83392, best error:       803.74219 on epoch:    23, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 143.5644073486s, input_fired_time: 1.5403515100, output_fired_time: 1.4332202673, propagate_forward_time: 54.8819808960, propagate_backward_time: 82.4032135010, weight_update_time: 0.1748184562, other_time: 3.3056411743
epoch time: 11.9410457611s, input_fired_time: 0.2063119262, output_fired_time: 0.0000000000, propagate_forward_time: 11.1275606155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6071729660
validation[          , genome  6550] predictions:    9740/  10000 (97.40%), best:    9769/10000 (97.69%), error:       811.53125, best error:       803.74219 on epoch:    23, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 145.3307495117s, input_fired_time: 1.6012846231, output_fired_time: 1.4607647657, propagate_forward_time: 55.6772766113, propagate_backward_time: 83.2808456421, weight_update_time: 0.1757877171, other_time: 3.3105697632
epoch time: 11.9290304184s, input_fired_time: 0.1925662309, output_fired_time: 0.0000000000, propagate_forward_time: 11.1566944122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5797700882
validation[          , genome  6550] predictions:    9719/  10000 (97.19%), best:    9769/10000 (97.69%), error:       870.90271, best error:       803.74219 on epoch:    23, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 144.8567352295s, input_fired_time: 1.5451221466, output_fired_time: 1.4397518635, propagate_forward_time: 55.4111824036, propagate_backward_time: 83.1657409668, weight_update_time: 0.1752648652, other_time: 3.2949371338
epoch time: 11.6674623489s, input_fired_time: 0.1955056638, output_fired_time: 0.0000000000, propagate_forward_time: 10.8845739365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5873823166
validation[          , genome  6550] predictions:    9751/  10000 (97.51%), best:    9769/10000 (97.69%), error:       855.05280, best error:       803.74219 on epoch:    23, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 145.9883270264s, input_fired_time: 1.5664733648, output_fired_time: 1.4872274399, propagate_forward_time: 55.8637084961, propagate_backward_time: 83.7578887939, weight_update_time: 0.1941628307, other_time: 3.3130340576
epoch time: 12.0919551849s, input_fired_time: 0.2041471899, output_fired_time: 0.0000000000, propagate_forward_time: 11.2895927429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5982151031
validation[          , genome  6550] predictions:    9703/  10000 (97.03%), best:    9769/10000 (97.69%), error:       934.75085, best error:       803.74219 on epoch:    23, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 144.2914733887s, input_fired_time: 1.5415983200, output_fired_time: 1.4533207417, propagate_forward_time: 55.1104545593, propagate_backward_time: 82.8915252686, weight_update_time: 0.1742378771, other_time: 3.2945709229
epoch time: 11.9885663986s, input_fired_time: 0.1965808570, output_fired_time: 0.0000000000, propagate_forward_time: 11.1564044952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6355810165
validation[          , genome  6550] predictions:    9759/  10000 (97.59%), best:    9769/10000 (97.69%), error:       830.33704, best error:       803.74219 on epoch:    23, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 143.8547210693s, input_fired_time: 1.5349621773, output_fired_time: 1.4502847195, propagate_forward_time: 55.0242652893, propagate_backward_time: 82.5653076172, weight_update_time: 0.1764855534, other_time: 3.2799072266
epoch time: 11.6033115387s, input_fired_time: 0.1920567751, output_fired_time: 0.0000000000, propagate_forward_time: 10.8266906738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5845642090
validation[          , genome  6550] predictions:    9723/  10000 (97.23%), best:    9769/10000 (97.69%), error:       871.71722, best error:       803.74219 on epoch:    23, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 144.3031311035s, input_fired_time: 1.5422049761, output_fired_time: 1.4585880041, propagate_forward_time: 55.1175498962, propagate_backward_time: 82.9033203125, weight_update_time: 0.1804095060, other_time: 3.2814636230
epoch time: 11.7892084122s, input_fired_time: 0.1931171715, output_fired_time: 0.0000000000, propagate_forward_time: 11.0135707855, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5825204849
validation[          , genome  6550] predictions:    9755/  10000 (97.55%), best:    9769/10000 (97.69%), error:       827.38110, best error:       803.74219 on epoch:    23, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 146.2943572998s, input_fired_time: 1.5714265108, output_fired_time: 1.4516223669, propagate_forward_time: 55.7931556702, propagate_backward_time: 84.1152114868, weight_update_time: 0.1753401905, other_time: 3.3629379272
epoch time: 11.8147907257s, input_fired_time: 0.2000742108, output_fired_time: 0.0000000000, propagate_forward_time: 11.0210895538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5936269760
validation[          , genome  6550] predictions:    9699/  10000 (96.99%), best:    9769/10000 (97.69%), error:       928.50989, best error:       803.74219 on epoch:    23, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 145.0522613525s, input_fired_time: 1.5615832806, output_fired_time: 1.4536914825, propagate_forward_time: 55.4460182190, propagate_backward_time: 83.2801284790, weight_update_time: 0.1800823659, other_time: 3.3108444214
epoch time: 12.0235309601s, input_fired_time: 0.1977072507, output_fired_time: 0.0000000000, propagate_forward_time: 11.2100048065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6158189774
validation[          , genome  6550] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       767.23560, best error:       767.23560 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 145.4138946533s, input_fired_time: 1.5464901924, output_fired_time: 1.4542047977, propagate_forward_time: 55.6596374512, propagate_backward_time: 83.4247055054, weight_update_time: 0.1753345728, other_time: 3.3288497925
epoch time: 11.7314662933s, input_fired_time: 0.1928775907, output_fired_time: 0.0000000000, propagate_forward_time: 10.9593076706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5792808533
validation[          , genome  6550] predictions:    9757/  10000 (97.57%), best:    9769/10000 (97.69%), error:       781.13892, best error:       767.23560 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 143.2939300537s, input_fired_time: 1.5399365425, output_fired_time: 1.4645193815, propagate_forward_time: 54.7994346619, propagate_backward_time: 82.1938095093, weight_update_time: 0.1741369218, other_time: 3.2962265015
epoch time: 13.6094303131s, input_fired_time: 0.2185994089, output_fired_time: 0.0000000000, propagate_forward_time: 12.7245054245, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6663255692
validation[          , genome  6550] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       743.91187, best error:       743.91187 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 145.3473815918s, input_fired_time: 1.5604257584, output_fired_time: 1.4560800791, propagate_forward_time: 55.5526046753, propagate_backward_time: 83.4557571411, weight_update_time: 0.1799379140, other_time: 3.3225097656
epoch time: 11.7612667084s, input_fired_time: 0.1931893378, output_fired_time: 0.0000000000, propagate_forward_time: 10.9827375412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5853395462
validation[          , genome  6550] predictions:    9723/  10000 (97.23%), best:    9772/10000 (97.72%), error:       878.07684, best error:       743.91187 on epoch:    50, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 144.4610900879s, input_fired_time: 1.5457249880, output_fired_time: 1.4472876787, propagate_forward_time: 55.2357482910, propagate_backward_time: 82.9564437866, weight_update_time: 0.1826752275, other_time: 3.2758865356
epoch time: 11.8803195953s, input_fired_time: 0.1974189878, output_fired_time: 0.0000000000, propagate_forward_time: 11.0813827515, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6015176773
validation[          , genome  6550] predictions:    9737/  10000 (97.37%), best:    9772/10000 (97.72%), error:       858.08667, best error:       743.91187 on epoch:    50, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 146.1107025146s, input_fired_time: 1.5617138147, output_fired_time: 1.4609868526, propagate_forward_time: 55.9068756104, propagate_backward_time: 83.8317642212, weight_update_time: 0.2132243365, other_time: 3.3493728638
epoch time: 11.7582197189s, input_fired_time: 0.2039669603, output_fired_time: 0.0000000000, propagate_forward_time: 10.9418478012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6124048233
validation[          , genome  6550] predictions:    9743/  10000 (97.43%), best:    9772/10000 (97.72%), error:       828.75031, best error:       743.91187 on epoch:    50, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 145.4683227539s, input_fired_time: 1.5777978897, output_fired_time: 1.4521794319, propagate_forward_time: 55.6480712891, propagate_backward_time: 83.4712677002, weight_update_time: 0.1825707108, other_time: 3.3190002441
epoch time: 11.8653831482s, input_fired_time: 0.1973007172, output_fired_time: 0.0000000000, propagate_forward_time: 11.0773315430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5907506943
validation[          , genome  6550] predictions:    9773/  10000 (97.73%), best:    9772/10000 (97.72%), error:       750.43329, best error:       743.91187 on epoch:    50, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 144.8584289551s, input_fired_time: 1.5645149946, output_fired_time: 1.4477164745, propagate_forward_time: 55.3403816223, propagate_backward_time: 83.2427597046, weight_update_time: 0.1796365082, other_time: 3.2630538940
epoch time: 11.7371864319s, input_fired_time: 0.1941565424, output_fired_time: 0.0000000000, propagate_forward_time: 10.9539308548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5890989304
validation[          , genome  6550] predictions:    9746/  10000 (97.46%), best:    9772/10000 (97.72%), error:       816.82043, best error:       743.91187 on epoch:    50, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 146.1138305664s, input_fired_time: 1.5572777987, output_fired_time: 1.4750998020, propagate_forward_time: 55.9689674377, propagate_backward_time: 83.7811813354, weight_update_time: 0.1783963144, other_time: 3.3313064575
epoch time: 11.8740968704s, input_fired_time: 0.1963361353, output_fired_time: 0.0000000000, propagate_forward_time: 11.0845918655, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5931692123
validation[          , genome  6550] predictions:    9748/  10000 (97.48%), best:    9772/10000 (97.72%), error:       805.64417, best error:       743.91187 on epoch:    50, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 145.3434600830s, input_fired_time: 1.5792181492, output_fired_time: 1.4529393911, propagate_forward_time: 55.6282920837, propagate_backward_time: 83.3394241333, weight_update_time: 0.1848055571, other_time: 3.3435745239
epoch time: 11.9519920349s, input_fired_time: 0.1972618252, output_fired_time: 0.0000000000, propagate_forward_time: 11.1622352600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5924949646
validation[          , genome  6550] predictions:    9754/  10000 (97.54%), best:    9772/10000 (97.72%), error:       811.89551, best error:       743.91187 on epoch:    50, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 145.2969665527s, input_fired_time: 1.5838605165, output_fired_time: 1.4858978987, propagate_forward_time: 55.5954856873, propagate_backward_time: 83.3489074707, weight_update_time: 0.1768541485, other_time: 3.2828063965
epoch time: 11.8865146637s, input_fired_time: 0.1984895617, output_fired_time: 0.0000000000, propagate_forward_time: 11.0826101303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6054153442
validation[          , genome  6550] predictions:    9732/  10000 (97.32%), best:    9772/10000 (97.72%), error:       855.41925, best error:       743.91187 on epoch:    50, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 145.8390502930s, input_fired_time: 1.5660351515, output_fired_time: 1.4774291515, propagate_forward_time: 55.8065757751, propagate_backward_time: 83.6708297729, weight_update_time: 0.1767957807, other_time: 3.3181686401
epoch time: 11.8154048920s, input_fired_time: 0.1967149675, output_fired_time: 0.0000000000, propagate_forward_time: 11.0243139267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5943756104
validation[          , genome  6550] predictions:    9766/  10000 (97.66%), best:    9772/10000 (97.72%), error:       775.22699, best error:       743.91187 on epoch:    50, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 143.5134124756s, input_fired_time: 1.5411267281, output_fired_time: 1.4528834820, propagate_forward_time: 54.8428001404, propagate_backward_time: 82.4010620117, weight_update_time: 0.1866927147, other_time: 3.2755432129
epoch time: 12.5593347549s, input_fired_time: 0.1972659081, output_fired_time: 0.0000000000, propagate_forward_time: 11.7346162796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6274528503
validation[          , genome  6550] predictions:    9700/  10000 (97.00%), best:    9772/10000 (97.72%), error:       957.74164, best error:       743.91187 on epoch:    50, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 143.8139343262s, input_fired_time: 1.5722914934, output_fired_time: 1.4729547501, propagate_forward_time: 55.0894470215, propagate_backward_time: 82.4130935669, weight_update_time: 0.1752167642, other_time: 3.2661361694
epoch time: 12.2361030579s, input_fired_time: 0.2040898353, output_fired_time: 0.0000000000, propagate_forward_time: 11.3449754715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6870374680
validation[          , genome  6550] predictions:    9728/  10000 (97.28%), best:    9772/10000 (97.72%), error:       849.26135, best error:       743.91187 on epoch:    50, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 146.6948547363s, input_fired_time: 1.5788866282, output_fired_time: 1.4826855659, propagate_forward_time: 56.2542076111, propagate_backward_time: 84.0658950806, weight_update_time: 0.1761680394, other_time: 3.3131790161
epoch time: 12.0708713531s, input_fired_time: 0.1970606446, output_fired_time: 0.0000000000, propagate_forward_time: 11.2419366837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6318740845
validation[          , genome  6550] predictions:    9757/  10000 (97.57%), best:    9772/10000 (97.72%), error:       837.26929, best error:       743.91187 on epoch:    50, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 145.0863647461s, input_fired_time: 1.6134847403, output_fired_time: 1.5194952488, propagate_forward_time: 55.5060768127, propagate_backward_time: 83.1310806274, weight_update_time: 0.1864946038, other_time: 3.3162307739
epoch time: 12.1295938492s, input_fired_time: 0.1991474926, output_fired_time: 0.0000000000, propagate_forward_time: 11.3402032852, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5902433395
validation[          , genome  6550] predictions:    9733/  10000 (97.33%), best:    9772/10000 (97.72%), error:       849.56305, best error:       743.91187 on epoch:    50, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 144.9725646973s, input_fired_time: 1.5748748779, output_fired_time: 1.4582763910, propagate_forward_time: 55.3391952515, propagate_backward_time: 83.2947158813, weight_update_time: 0.1753672957, other_time: 3.3054962158
epoch time: 11.8031425476s, input_fired_time: 0.1979632825, output_fired_time: 0.0000000000, propagate_forward_time: 11.0149574280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5902214050
validation[          , genome  6550] predictions:    9716/  10000 (97.16%), best:    9772/10000 (97.72%), error:       935.86816, best error:       743.91187 on epoch:    50, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 144.9660339355s, input_fired_time: 1.5759173632, output_fired_time: 1.4619865417, propagate_forward_time: 55.4608917236, propagate_backward_time: 83.1613845825, weight_update_time: 0.1756274253, other_time: 3.3058547974
epoch time: 11.8184118271s, input_fired_time: 0.1980113834, output_fired_time: 0.0000000000, propagate_forward_time: 11.0119514465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6084489822
validation[          , genome  6550] predictions:    9749/  10000 (97.49%), best:    9772/10000 (97.72%), error:       847.38464, best error:       743.91187 on epoch:    50, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 146.4497528076s, input_fired_time: 1.5740383863, output_fired_time: 1.4785974026, propagate_forward_time: 56.0526123047, propagate_backward_time: 84.0426330566, weight_update_time: 0.1758802831, other_time: 3.3018798828
epoch time: 12.2831449509s, input_fired_time: 0.1998811960, output_fired_time: 0.0000000000, propagate_forward_time: 11.4754829407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6077804565
validation[          , genome  6550] predictions:    9735/  10000 (97.35%), best:    9772/10000 (97.72%), error:       876.86584, best error:       743.91187 on epoch:    50, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 145.2892150879s, input_fired_time: 1.6019802094, output_fired_time: 1.4495038986, propagate_forward_time: 55.7299346924, propagate_backward_time: 83.1345672607, weight_update_time: 0.1754829735, other_time: 3.3732299805
epoch time: 11.9044313431s, input_fired_time: 0.1989355087, output_fired_time: 0.0000000000, propagate_forward_time: 11.1073122025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5981836319
validation[          , genome  6550] predictions:    9759/  10000 (97.59%), best:    9772/10000 (97.72%), error:       794.58228, best error:       743.91187 on epoch:    50, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 146.4555511475s, input_fired_time: 1.5848827362, output_fired_time: 1.5261009932, propagate_forward_time: 55.9435310364, propagate_backward_time: 84.0737380981, weight_update_time: 0.1786753386, other_time: 3.3272933960
epoch time: 11.6794023514s, input_fired_time: 0.2025907487, output_fired_time: 0.0000000000, propagate_forward_time: 10.8870372772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5897741318
validation[          , genome  6550] predictions:    9660/  10000 (96.60%), best:    9772/10000 (97.72%), error:      1094.52063, best error:       743.91187 on epoch:    50, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 147.5511322021s, input_fired_time: 1.5988149643, output_fired_time: 1.4696427584, propagate_forward_time: 56.2922172546, propagate_backward_time: 84.8217163086, weight_update_time: 0.1942080855, other_time: 3.3687286377
epoch time: 12.0097951889s, input_fired_time: 0.1982341260, output_fired_time: 0.0000000000, propagate_forward_time: 11.2153577805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5962028503
validation[          , genome  6550] predictions:    9744/  10000 (97.44%), best:    9772/10000 (97.72%), error:       840.17078, best error:       743.91187 on epoch:    50, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 145.5087127686s, input_fired_time: 1.5659570694, output_fired_time: 1.4643490314, propagate_forward_time: 55.7950439453, propagate_backward_time: 83.3636093140, weight_update_time: 0.1803833842, other_time: 3.3197402954
epoch time: 11.8840456009s, input_fired_time: 0.1998561174, output_fired_time: 0.0000000000, propagate_forward_time: 11.0890388489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5951509476
validation[          , genome  6550] predictions:    9731/  10000 (97.31%), best:    9772/10000 (97.72%), error:       912.61383, best error:       743.91187 on epoch:    50, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 144.7605133057s, input_fired_time: 1.5865621567, output_fired_time: 1.4592392445, propagate_forward_time: 55.1372756958, propagate_backward_time: 83.2398300171, weight_update_time: 0.1899742186, other_time: 3.3376007080
epoch time: 11.8461542130s, input_fired_time: 0.1979325563, output_fired_time: 0.0000000000, propagate_forward_time: 11.0657949448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5824270248
validation[          , genome  6550] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       739.66956, best error:       739.66956 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 144.6368408203s, input_fired_time: 1.6084673405, output_fired_time: 1.4429268837, propagate_forward_time: 55.3558006287, propagate_backward_time: 82.9426727295, weight_update_time: 0.1761070937, other_time: 3.2869567871
epoch time: 11.9009437561s, input_fired_time: 0.1968179196, output_fired_time: 0.0000000000, propagate_forward_time: 11.1143360138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5897893906
validation[          , genome  6550] predictions:    9775/  10000 (97.75%), best:    9775/10000 (97.75%), error:       723.38263, best error:       723.38263 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 146.2330169678s, input_fired_time: 1.5774993896, output_fired_time: 1.5059746504, propagate_forward_time: 55.9418678284, propagate_backward_time: 83.9025115967, weight_update_time: 0.1759534776, other_time: 3.3051605225
epoch time: 11.5708942413s, input_fired_time: 0.1963540465, output_fired_time: 0.0000000000, propagate_forward_time: 10.7916021347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5829381943
validation[          , genome  6550] predictions:    9735/  10000 (97.35%), best:    9775/10000 (97.75%), error:       852.09137, best error:       723.38263 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 144.5745697021s, input_fired_time: 1.5757516623, output_fired_time: 1.4589765072, propagate_forward_time: 55.1559295654, propagate_backward_time: 83.1247100830, weight_update_time: 0.1751491427, other_time: 3.2592163086
epoch time: 11.8422079086s, input_fired_time: 0.1973288953, output_fired_time: 0.0000000000, propagate_forward_time: 11.0550355911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5898437500
validation[          , genome  6550] predictions:    9751/  10000 (97.51%), best:    9775/10000 (97.75%), error:       837.85126, best error:       723.38263 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 145.1652221680s, input_fired_time: 1.5705168247, output_fired_time: 1.4652696848, propagate_forward_time: 55.8108024597, propagate_backward_time: 83.0084762573, weight_update_time: 0.1812927872, other_time: 3.3101577759
epoch time: 11.9523124695s, input_fired_time: 0.2036940753, output_fired_time: 0.0000000000, propagate_forward_time: 11.1465673447, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6020507813
validation[          , genome  6550] predictions:    9732/  10000 (97.32%), best:    9775/10000 (97.75%), error:       953.86420, best error:       723.38263 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 145.5681304932s, input_fired_time: 1.5997922421, output_fired_time: 1.4968532324, propagate_forward_time: 55.7385559082, propagate_backward_time: 83.3720245361, weight_update_time: 0.1767660379, other_time: 3.3609008789
epoch time: 11.9600877762s, input_fired_time: 0.2011601180, output_fired_time: 0.0000000000, propagate_forward_time: 11.1561346054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6027927399
validation[          , genome  6550] predictions:    9734/  10000 (97.34%), best:    9775/10000 (97.75%), error:       849.28809, best error:       723.38263 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 145.4285888672s, input_fired_time: 1.5954376459, output_fired_time: 1.4511308670, propagate_forward_time: 55.6863059998, propagate_backward_time: 83.3374023438, weight_update_time: 0.1982146204, other_time: 3.3583068848
epoch time: 11.8367614746s, input_fired_time: 0.2003675997, output_fired_time: 0.0000000000, propagate_forward_time: 11.0195751190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6168184280
validation[          , genome  6550] predictions:    9751/  10000 (97.51%), best:    9775/10000 (97.75%), error:       796.33765, best error:       723.38263 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 146.1101989746s, input_fired_time: 1.6023560762, output_fired_time: 1.4668381214, propagate_forward_time: 56.0426292419, propagate_backward_time: 83.6564254761, weight_update_time: 0.1847967952, other_time: 3.3419418335
epoch time: 11.7940244675s, input_fired_time: 0.2371573448, output_fired_time: 0.0000000000, propagate_forward_time: 10.9815444946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5753231049
validation[          , genome  6550] predictions:    9771/  10000 (97.71%), best:    9775/10000 (97.75%), error:       778.21515, best error:       723.38263 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 144.7216644287s, input_fired_time: 1.5760328770, output_fired_time: 1.4476908445, propagate_forward_time: 55.4888305664, propagate_backward_time: 82.9246139526, weight_update_time: 0.1759135723, other_time: 3.2844924927
epoch time: 11.8595294952s, input_fired_time: 0.1981368065, output_fired_time: 0.0000000000, propagate_forward_time: 11.0610656738, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6003265381
validation[          , genome  6550] predictions:    9759/  10000 (97.59%), best:    9775/10000 (97.75%), error:       847.40430, best error:       723.38263 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 145.0683441162s, input_fired_time: 1.6123600006, output_fired_time: 1.4753872156, propagate_forward_time: 55.5391006470, propagate_backward_time: 83.1396484375, weight_update_time: 0.1845250726, other_time: 3.3018417358
epoch time: 11.9829969406s, input_fired_time: 0.1990676522, output_fired_time: 0.0000000000, propagate_forward_time: 11.1758518219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6080770493
validation[          , genome  6550] predictions:    9725/  10000 (97.25%), best:    9775/10000 (97.75%), error:       874.66608, best error:       723.38263 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 145.5267486572s, input_fired_time: 1.5885176659, output_fired_time: 1.5160545111, propagate_forward_time: 55.4201011658, propagate_backward_time: 83.6754226685, weight_update_time: 0.1767809242, other_time: 3.3266525269
epoch time: 11.9466934204s, input_fired_time: 0.2029460222, output_fired_time: 0.0000000000, propagate_forward_time: 11.1395530701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6041946411
validation[          , genome  6550] predictions:    9772/  10000 (97.72%), best:    9775/10000 (97.75%), error:       791.81226, best error:       723.38263 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 144.5869750977s, input_fired_time: 1.5686740875, output_fired_time: 1.4568543434, propagate_forward_time: 55.2654762268, propagate_backward_time: 82.9689483643, weight_update_time: 0.2106525898, other_time: 3.3270263672
epoch time: 11.9458780289s, input_fired_time: 0.2038446069, output_fired_time: 0.0000000000, propagate_forward_time: 11.1328487396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6091842651
validation[          , genome  6550] predictions:    9773/  10000 (97.73%), best:    9775/10000 (97.75%), error:       750.01379, best error:       723.38263 on epoch:    72, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 145.5260467529s, input_fired_time: 1.6135860682, output_fired_time: 1.4589923620, propagate_forward_time: 55.8553733826, propagate_backward_time: 83.3111877441, weight_update_time: 0.1774270236, other_time: 3.2868957520
epoch time: 11.6820278168s, input_fired_time: 0.1990159154, output_fired_time: 0.0000000000, propagate_forward_time: 10.9003849030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5826272964
validation[          , genome  6550] predictions:    9726/  10000 (97.26%), best:    9775/10000 (97.75%), error:       911.50031, best error:       723.38263 on epoch:    72, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 144.4290161133s, input_fired_time: 1.5816571712, output_fired_time: 1.4761985540, propagate_forward_time: 55.1822166443, propagate_backward_time: 82.8668060303, weight_update_time: 0.1768797189, other_time: 3.3221435547
epoch time: 11.4901952744s, input_fired_time: 0.2136309594, output_fired_time: 0.0000000000, propagate_forward_time: 10.6951599121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5814046860
validation[          , genome  6550] predictions:    9715/  10000 (97.15%), best:    9775/10000 (97.75%), error:       890.71808, best error:       723.38263 on epoch:    72, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 144.1609191895s, input_fired_time: 1.5848577023, output_fired_time: 1.4450606108, propagate_forward_time: 55.1236686707, propagate_backward_time: 82.7362899780, weight_update_time: 0.1751026064, other_time: 3.2710494995
epoch time: 11.7995538712s, input_fired_time: 0.2002252638, output_fired_time: 0.0000000000, propagate_forward_time: 11.0133533478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5859756470
validation[          , genome  6550] predictions:    9766/  10000 (97.66%), best:    9775/10000 (97.75%), error:       812.75616, best error:       723.38263 on epoch:    72, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 144.6805877686s, input_fired_time: 1.6030656099, output_fired_time: 1.4922987223, propagate_forward_time: 55.3070564270, propagate_backward_time: 82.9674072266, weight_update_time: 0.1748768240, other_time: 3.3107604980
epoch time: 12.0033130646s, input_fired_time: 0.2027990669, output_fired_time: 0.0000000000, propagate_forward_time: 11.1913318634, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6091823578
validation[          , genome  6550] predictions:    9769/  10000 (97.69%), best:    9775/10000 (97.75%), error:       771.17462, best error:       723.38263 on epoch:    72, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 144.2898406982s, input_fired_time: 1.6023126841, output_fired_time: 1.4536602497, propagate_forward_time: 55.2068710327, propagate_backward_time: 82.7248764038, weight_update_time: 0.1793828905, other_time: 3.3021240234
epoch time: 12.2895526886s, input_fired_time: 0.2155678570, output_fired_time: 0.0000000000, propagate_forward_time: 11.4482936859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6256914139
validation[          , genome  6550] predictions:    9759/  10000 (97.59%), best:    9775/10000 (97.75%), error:       834.91809, best error:       723.38263 on epoch:    72, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 143.4693603516s, input_fired_time: 1.5607782602, output_fired_time: 1.4363931417, propagate_forward_time: 55.0380630493, propagate_backward_time: 82.1454620361, weight_update_time: 0.1746038795, other_time: 3.2886734009
epoch time: 12.0717172623s, input_fired_time: 0.2112271190, output_fired_time: 0.0000000000, propagate_forward_time: 11.2661066055, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5943832397
validation[          , genome  6550] predictions:    9753/  10000 (97.53%), best:    9775/10000 (97.75%), error:       801.76013, best error:       723.38263 on epoch:    72, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 144.2222442627s, input_fired_time: 1.5660983324, output_fired_time: 1.4685270786, propagate_forward_time: 55.0991516113, propagate_backward_time: 82.8335037231, weight_update_time: 0.1752422899, other_time: 3.2549667358
epoch time: 11.7393875122s, input_fired_time: 0.2040975392, output_fired_time: 0.0000000000, propagate_forward_time: 10.9431076050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5921821594
validation[          , genome  6550] predictions:    9718/  10000 (97.18%), best:    9775/10000 (97.75%), error:      1007.95416, best error:       723.38263 on epoch:    72, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 143.8222808838s, input_fired_time: 1.6009904146, output_fired_time: 1.4532313347, propagate_forward_time: 55.1228103638, propagate_backward_time: 82.3509216309, weight_update_time: 0.1769969910, other_time: 3.2943191528
epoch time: 11.7684946060s, input_fired_time: 0.2027243376, output_fired_time: 0.0000000000, propagate_forward_time: 10.9759750366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5897951126
validation[          , genome  6550] predictions:    9746/  10000 (97.46%), best:    9775/10000 (97.75%), error:       814.45551, best error:       723.38263 on epoch:    72, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 143.6167144775s, input_fired_time: 1.5857509375, output_fired_time: 1.4472972155, propagate_forward_time: 54.9067726135, propagate_backward_time: 82.3726119995, weight_update_time: 0.1750846803, other_time: 3.3042831421
epoch time: 11.9641628265s, input_fired_time: 0.2062351108, output_fired_time: 0.0000000000, propagate_forward_time: 11.1509265900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6070013046
validation[          , genome  6550] predictions:    9758/  10000 (97.58%), best:    9775/10000 (97.75%), error:       836.44971, best error:       723.38263 on epoch:    72, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 144.2785797119s, input_fired_time: 1.5797032118, output_fired_time: 1.4493297338, propagate_forward_time: 55.3001708984, propagate_backward_time: 82.6673736572, weight_update_time: 0.1765448600, other_time: 3.2820129395
epoch time: 11.8135499954s, input_fired_time: 0.2014212459, output_fired_time: 0.0000000000, propagate_forward_time: 11.0164041519, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5957250595
validation[          , genome  6550] predictions:    9755/  10000 (97.55%), best:    9775/10000 (97.75%), error:       839.99536, best error:       723.38263 on epoch:    72, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 144.4280853271s, input_fired_time: 1.6049699783, output_fired_time: 1.4512541294, propagate_forward_time: 55.2843589783, propagate_backward_time: 82.7933883667, weight_update_time: 0.1811115444, other_time: 3.2941207886
epoch time: 11.8122186661s, input_fired_time: 0.1987783462, output_fired_time: 0.0000000000, propagate_forward_time: 11.0224895477, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5909509659
validation[          , genome  6550] predictions:    9752/  10000 (97.52%), best:    9775/10000 (97.75%), error:       864.32147, best error:       723.38263 on epoch:    72, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 144.9887847900s, input_fired_time: 1.5796642303, output_fired_time: 1.4753921032, propagate_forward_time: 55.5303153992, propagate_backward_time: 83.0713272095, weight_update_time: 0.1748445630, other_time: 3.3320846558
epoch time: 11.9573745728s, input_fired_time: 0.2020459473, output_fired_time: 0.0000000000, propagate_forward_time: 11.1545228958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6008052826
validation[          , genome  6550] predictions:    9751/  10000 (97.51%), best:    9775/10000 (97.75%), error:       853.62897, best error:       723.38263 on epoch:    72, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 144.3103485107s, input_fired_time: 1.6242203712, output_fired_time: 1.4530758858, propagate_forward_time: 55.3075790405, propagate_backward_time: 82.6266403198, weight_update_time: 0.1754819900, other_time: 3.2988281250
epoch time: 12.1163892746s, input_fired_time: 0.2247561961, output_fired_time: 0.0000000000, propagate_forward_time: 11.2593059540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6323270798
validation[          , genome  6550] predictions:    9715/  10000 (97.15%), best:    9775/10000 (97.75%), error:       918.35675, best error:       723.38263 on epoch:    72, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 145.5104522705s, input_fired_time: 1.5879027843, output_fired_time: 1.4543864727, propagate_forward_time: 55.8300361633, propagate_backward_time: 83.3444671631, weight_update_time: 0.1756908298, other_time: 3.2936553955
epoch time: 11.6645069122s, input_fired_time: 0.2000941932, output_fired_time: 0.0000000000, propagate_forward_time: 10.8770313263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5873813629
validation[          , genome  6550] predictions:    9764/  10000 (97.64%), best:    9775/10000 (97.75%), error:       782.65302, best error:       723.38263 on epoch:    72, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 144.9441680908s, input_fired_time: 1.6054652929, output_fired_time: 1.4767638445, propagate_forward_time: 55.4619140625, propagate_backward_time: 83.1187057495, weight_update_time: 0.1811482608, other_time: 3.2813186646
epoch time: 11.8196573257s, input_fired_time: 0.2013496011, output_fired_time: 0.0000000000, propagate_forward_time: 11.0254096985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5928983688
validation[          , genome  6550] predictions:    9759/  10000 (97.59%), best:    9775/10000 (97.75%), error:       805.72388, best error:       723.38263 on epoch:    72, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 142.8495025635s, input_fired_time: 1.5965895653, output_fired_time: 1.4621136189, propagate_forward_time: 54.6066398621, propagate_backward_time: 81.9054641724, weight_update_time: 0.1803148091, other_time: 3.2786941528
epoch time: 11.9510383606s, input_fired_time: 0.2098580450, output_fired_time: 0.0000000000, propagate_forward_time: 11.1375236511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6036567688
validation[          , genome  6550] predictions:    9788/  10000 (97.88%), best:    9775/10000 (97.75%), error:       748.08191, best error:       723.38263 on epoch:    72, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 144.3238830566s, input_fired_time: 1.5847848654, output_fired_time: 1.4723124504, propagate_forward_time: 55.3573341370, propagate_backward_time: 82.6020889282, weight_update_time: 0.1761009991, other_time: 3.3073806763
epoch time: 11.7758779526s, input_fired_time: 0.2166696936, output_fired_time: 0.0000000000, propagate_forward_time: 10.9594697952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5997381210
validation[          , genome  6550] predictions:    9772/  10000 (97.72%), best:    9775/10000 (97.75%), error:       771.35614, best error:       723.38263 on epoch:    72, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 140.2437896729s, input_fired_time: 1.5583106279, output_fired_time: 1.4244208336, propagate_forward_time: 53.5916137695, propagate_backward_time: 80.4375305176, weight_update_time: 0.1739648730, other_time: 3.2319183350
epoch time: 11.8728904724s, input_fired_time: 0.2041830271, output_fired_time: 0.0000000000, propagate_forward_time: 11.0691623688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5995454788
validation[          , genome  6550] predictions:    9708/  10000 (97.08%), best:    9775/10000 (97.75%), error:       975.27124, best error:       723.38263 on epoch:    72, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 59.2234992981s, input_fired_time: 1.0028420687, output_fired_time: 0.0000000000, propagate_forward_time: 55.1773605347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.0432968140
best training[          , genome  6550] predictions:   49669/  50000 (99.34%), best:    9775/10000 (97.75%), error:      1438.64758, best error:       723.38263 on epoch:    72, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 11.1958074570s, input_fired_time: 0.1911659092, output_fired_time: 0.0000000000, propagate_forward_time: 10.4247255325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5799160004
   testing[          , genome  6550] predictions:    9781/  10000 (97.81%), best:    9775/10000 (97.75%), error:       706.88666, best error:       723.38263 on epoch:    72, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:04:40 (6092): called boinc_finish(0)

</stderr_txt>
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