Nameexact_genome_1512568488_43_6802_0
Workunit2605268
Created7 Dec 2017, 21:58:32 UTC
Sent7 Dec 2017, 22:06:35 UTC
Report deadline16 Dec 2017, 13:35:46 UTC
Received9 Dec 2017, 5:13:21 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49051
Run time4 hours 24 min 6 sec
CPU time4 hours 23 min 38 sec
Validate stateValid
Credit2,161.32
Device peak FLOPS1.56 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.21 MB
Peak swap size158.02 MB
Peak disk usage2.05 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
000 (97.38%), best:    9751/10000 (97.51%), error:       875.40283, best error:       814.84430 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 143.9450073242s, input_fired_time: 1.5266296864, output_fired_time: 1.4252431393, propagate_forward_time: 54.9474792480, propagate_backward_time: 82.6107025146, weight_update_time: 0.1989404410, other_time: 3.4349517822
epoch time: 11.7815265656s, input_fired_time: 0.1896520257, output_fired_time: 0.0000000000, propagate_forward_time: 11.0029249191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5889492035
validation[          , genome  6802] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       805.96686, best error:       805.96686 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 144.0193939209s, input_fired_time: 1.5159670115, output_fired_time: 1.4189705849, propagate_forward_time: 54.8683166504, propagate_backward_time: 82.7974014282, weight_update_time: 0.1980608255, other_time: 3.4187393188
epoch time: 11.8173580170s, input_fired_time: 0.1881037056, output_fired_time: 0.0000000000, propagate_forward_time: 11.0339775085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5952768326
validation[          , genome  6802] predictions:    9743/  10000 (97.43%), best:    9762/10000 (97.62%), error:       848.96533, best error:       805.96686 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 142.9043731689s, input_fired_time: 1.5218235254, output_fired_time: 1.4160529375, propagate_forward_time: 54.3032531738, propagate_backward_time: 82.2004623413, weight_update_time: 0.1990300566, other_time: 3.4627914429
epoch time: 11.8533058167s, input_fired_time: 0.1906509101, output_fired_time: 0.0000000000, propagate_forward_time: 11.0660696030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5965852737
validation[          , genome  6802] predictions:    9744/  10000 (97.44%), best:    9762/10000 (97.62%), error:       880.24054, best error:       805.96686 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 143.9438171387s, input_fired_time: 1.5289893150, output_fired_time: 1.4313343763, propagate_forward_time: 54.8882255554, propagate_backward_time: 82.6404190063, weight_update_time: 0.1990408003, other_time: 3.4548416138
epoch time: 11.8245191574s, input_fired_time: 0.1939620227, output_fired_time: 0.0000000000, propagate_forward_time: 11.0105590820, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6199979782
validation[          , genome  6802] predictions:    9698/  10000 (96.98%), best:    9762/10000 (97.62%), error:       975.32257, best error:       805.96686 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 144.6727447510s, input_fired_time: 1.5499360561, output_fired_time: 1.4352334738, propagate_forward_time: 55.0244674683, propagate_backward_time: 83.1423339844, weight_update_time: 0.2022034377, other_time: 3.5207748413
epoch time: 11.6855478287s, input_fired_time: 0.1923133433, output_fired_time: 0.0000000000, propagate_forward_time: 10.8746528625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6185817719
validation[          , genome  6802] predictions:    9740/  10000 (97.40%), best:    9762/10000 (97.62%), error:       851.98730, best error:       805.96686 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 143.3874053955s, input_fired_time: 1.5259796381, output_fired_time: 1.4239686728, propagate_forward_time: 54.4745063782, propagate_backward_time: 82.4987792969, weight_update_time: 0.2000888586, other_time: 3.4641723633
epoch time: 11.8446874619s, input_fired_time: 0.1902751029, output_fired_time: 0.0000000000, propagate_forward_time: 11.0511636734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6032485962
validation[          , genome  6802] predictions:    9750/  10000 (97.50%), best:    9762/10000 (97.62%), error:       816.23486, best error:       805.96686 on epoch:    15, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 142.6320190430s, input_fired_time: 1.5196404457, output_fired_time: 1.4101712704, propagate_forward_time: 54.3335838318, propagate_backward_time: 81.9366455078, weight_update_time: 0.1997503936, other_time: 3.4319763184
epoch time: 11.8699464798s, input_fired_time: 0.1979325116, output_fired_time: 0.0000000000, propagate_forward_time: 11.0389404297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6330738068
validation[          , genome  6802] predictions:    9747/  10000 (97.47%), best:    9762/10000 (97.62%), error:       813.09833, best error:       805.96686 on epoch:    15, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 143.8229522705s, input_fired_time: 1.5277734995, output_fired_time: 1.4190864563, propagate_forward_time: 54.7096824646, propagate_backward_time: 82.7272415161, weight_update_time: 0.1977121085, other_time: 3.4391708374
epoch time: 11.8563623428s, input_fired_time: 0.1903974563, output_fired_time: 0.0000000000, propagate_forward_time: 11.0679197311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5980453491
validation[          , genome  6802] predictions:    9778/  10000 (97.78%), best:    9778/10000 (97.78%), error:       772.91119, best error:       772.91119 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 143.5005187988s, input_fired_time: 1.5286858082, output_fired_time: 1.4157595634, propagate_forward_time: 54.6179161072, propagate_backward_time: 82.4829177856, weight_update_time: 0.2008533180, other_time: 3.4552383423
epoch time: 11.6753854752s, input_fired_time: 0.1895398647, output_fired_time: 0.0000000000, propagate_forward_time: 10.8883762360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5974693298
validation[          , genome  6802] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       765.21838, best error:       765.21838 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 144.3646392822s, input_fired_time: 1.5499274731, output_fired_time: 1.4401096106, propagate_forward_time: 54.9702758789, propagate_backward_time: 82.8551254272, weight_update_time: 0.2058887929, other_time: 3.5492019653
epoch time: 11.8490772247s, input_fired_time: 0.1912299842, output_fired_time: 0.0000000000, propagate_forward_time: 11.0604562759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5973911285
validation[          , genome  6802] predictions:    9749/  10000 (97.49%), best:    9762/10000 (97.62%), error:       842.31451, best error:       765.21838 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 144.0017395020s, input_fired_time: 1.5411216021, output_fired_time: 1.4265619516, propagate_forward_time: 54.8123893738, propagate_backward_time: 82.7279281616, weight_update_time: 0.2016105354, other_time: 3.4937362671
epoch time: 11.9100370407s, input_fired_time: 0.1969874203, output_fired_time: 0.0000000000, propagate_forward_time: 11.0809583664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6320915222
validation[          , genome  6802] predictions:    9753/  10000 (97.53%), best:    9762/10000 (97.62%), error:       787.72046, best error:       765.21838 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 143.9032897949s, input_fired_time: 1.5381613970, output_fired_time: 1.4256626368, propagate_forward_time: 54.8125495911, propagate_backward_time: 82.6324844360, weight_update_time: 0.2018189430, other_time: 3.4944381714
epoch time: 11.8535108566s, input_fired_time: 0.1907353550, output_fired_time: 0.0000000000, propagate_forward_time: 11.0679636002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5948114395
validation[          , genome  6802] predictions:    9720/  10000 (97.20%), best:    9762/10000 (97.62%), error:       932.77106, best error:       765.21838 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 144.7170257568s, input_fired_time: 1.5384123325, output_fired_time: 1.4322710037, propagate_forward_time: 55.2235794067, propagate_backward_time: 83.0350036621, weight_update_time: 0.2011174709, other_time: 3.4877700806
epoch time: 11.6238059998s, input_fired_time: 0.1902622581, output_fired_time: 0.0000000000, propagate_forward_time: 10.8334655762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6000785828
validation[          , genome  6802] predictions:    9769/  10000 (97.69%), best:    9769/10000 (97.69%), error:       761.60706, best error:       761.60706 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 144.3196868896s, input_fired_time: 1.5452761650, output_fired_time: 1.4308885336, propagate_forward_time: 54.9229927063, propagate_backward_time: 82.9226837158, weight_update_time: 0.2030185610, other_time: 3.4978485107
epoch time: 11.8515949249s, input_fired_time: 0.1912192255, output_fired_time: 0.0000000000, propagate_forward_time: 11.0699329376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5904426575
validation[          , genome  6802] predictions:    9740/  10000 (97.40%), best:    9769/10000 (97.69%), error:       885.78064, best error:       761.60706 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 143.7264251709s, input_fired_time: 1.5310138464, output_fired_time: 1.4210979939, propagate_forward_time: 54.7464752197, propagate_backward_time: 82.5973892212, weight_update_time: 0.1996500343, other_time: 3.4304428101
epoch time: 11.9644565582s, input_fired_time: 0.1990021169, output_fired_time: 0.0000000000, propagate_forward_time: 11.1463069916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6191473007
validation[          , genome  6802] predictions:    9758/  10000 (97.58%), best:    9769/10000 (97.69%), error:       784.75555, best error:       761.60706 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 143.6862945557s, input_fired_time: 1.5386253595, output_fired_time: 1.4258623123, propagate_forward_time: 54.6544990540, propagate_backward_time: 82.5696563721, weight_update_time: 0.2030277252, other_time: 3.4976654053
epoch time: 11.8847961426s, input_fired_time: 0.1924121976, output_fired_time: 0.0000000000, propagate_forward_time: 11.0888633728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6035203934
validation[          , genome  6802] predictions:    9734/  10000 (97.34%), best:    9769/10000 (97.69%), error:       869.12445, best error:       761.60706 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 144.1129760742s, input_fired_time: 1.5434790850, output_fired_time: 1.4323444366, propagate_forward_time: 54.7719383240, propagate_backward_time: 82.8588180542, weight_update_time: 0.2040916383, other_time: 3.5064010620
epoch time: 11.8779468536s, input_fired_time: 0.1936584115, output_fired_time: 0.0000000000, propagate_forward_time: 11.0812883377, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6029996872
validation[          , genome  6802] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       727.09363, best error:       727.09363 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 144.4412384033s, input_fired_time: 1.5478955507, output_fired_time: 1.4374390841, propagate_forward_time: 54.8834838867, propagate_backward_time: 83.0596618652, weight_update_time: 0.2034936696, other_time: 3.5127563477
epoch time: 11.8528299332s, input_fired_time: 0.1945508420, output_fired_time: 0.0000000000, propagate_forward_time: 11.0516004562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6066789627
validation[          , genome  6802] predictions:    9762/  10000 (97.62%), best:    9777/10000 (97.77%), error:       777.08276, best error:       727.09363 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 144.2477111816s, input_fired_time: 1.5492279530, output_fired_time: 1.4324619770, propagate_forward_time: 54.9218444824, propagate_backward_time: 82.8329849243, weight_update_time: 0.2027963251, other_time: 3.5111923218
epoch time: 11.8436040878s, input_fired_time: 0.1984143704, output_fired_time: 0.0000000000, propagate_forward_time: 11.0133409500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6318483353
validation[          , genome  6802] predictions:    9794/  10000 (97.94%), best:    9794/10000 (97.94%), error:       689.25159, best error:       689.25159 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 143.8398284912s, input_fired_time: 1.5371255875, output_fired_time: 1.4253743887, propagate_forward_time: 54.8346557617, propagate_backward_time: 82.5909423828, weight_update_time: 0.2004518658, other_time: 3.4517364502
epoch time: 11.8988389969s, input_fired_time: 0.1947264373, output_fired_time: 0.0000000000, propagate_forward_time: 11.0964508057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6076622009
validation[          , genome  6802] predictions:    9770/  10000 (97.70%), best:    9794/10000 (97.94%), error:       770.24890, best error:       689.25159 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 144.7436218262s, input_fired_time: 1.5555279255, output_fired_time: 1.4370987415, propagate_forward_time: 55.0884933472, propagate_backward_time: 83.1049880981, weight_update_time: 0.2073239237, other_time: 3.5575103760
epoch time: 11.9154891968s, input_fired_time: 0.1977881491, output_fired_time: 0.0000000000, propagate_forward_time: 11.1081314087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6095695496
validation[          , genome  6802] predictions:    9773/  10000 (97.73%), best:    9794/10000 (97.94%), error:       762.95514, best error:       689.25159 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 144.5559692383s, input_fired_time: 1.5475360155, output_fired_time: 1.4300564528, propagate_forward_time: 54.9992027283, propagate_backward_time: 83.0607376099, weight_update_time: 0.2027574182, other_time: 3.5184402466
epoch time: 11.8504180908s, input_fired_time: 0.1971297711, output_fired_time: 0.0000000000, propagate_forward_time: 11.0292406082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6240472794
validation[          , genome  6802] predictions:    9800/  10000 (98.00%), best:    9800/10000 (98.00%), error:       685.20062, best error:       685.20062 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 144.1237945557s, input_fired_time: 1.5443304777, output_fired_time: 1.4247146845, propagate_forward_time: 54.8662757874, propagate_backward_time: 82.8091201782, weight_update_time: 0.2009413689, other_time: 3.4793624878
epoch time: 11.7858676910s, input_fired_time: 0.1949168891, output_fired_time: 0.0000000000, propagate_forward_time: 10.9742345810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6167163849
validation[          , genome  6802] predictions:    9768/  10000 (97.68%), best:    9800/10000 (98.00%), error:       762.42346, best error:       685.20062 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 144.6863403320s, input_fired_time: 1.5383682251, output_fired_time: 1.4258779287, propagate_forward_time: 55.0745201111, propagate_backward_time: 83.2007141113, weight_update_time: 0.2000524700, other_time: 3.4468688965
epoch time: 11.6966075897s, input_fired_time: 0.1940915734, output_fired_time: 0.0000000000, propagate_forward_time: 10.8899517059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6125640869
validation[          , genome  6802] predictions:    9773/  10000 (97.73%), best:    9800/10000 (98.00%), error:       814.94501, best error:       685.20062 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 142.8135986328s, input_fired_time: 1.5282632113, output_fired_time: 1.4154698849, propagate_forward_time: 54.3716545105, propagate_backward_time: 82.0753097534, weight_update_time: 0.1976369321, other_time: 3.4229049683
epoch time: 11.8746929169s, input_fired_time: 0.1906636953, output_fired_time: 0.0000000000, propagate_forward_time: 11.1018962860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5821332932
validation[          , genome  6802] predictions:    9780/  10000 (97.80%), best:    9800/10000 (98.00%), error:       723.34064, best error:       685.20062 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 144.5370178223s, input_fired_time: 1.5561999083, output_fired_time: 1.4362088442, propagate_forward_time: 54.9815902710, propagate_backward_time: 83.0455627441, weight_update_time: 0.2053553164, other_time: 3.5174636841
epoch time: 11.7866907120s, input_fired_time: 0.1920425147, output_fired_time: 0.0000000000, propagate_forward_time: 10.9988155365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5958328247
validation[          , genome  6802] predictions:    9765/  10000 (97.65%), best:    9800/10000 (98.00%), error:       797.38385, best error:       685.20062 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 143.9067840576s, input_fired_time: 1.5402966738, output_fired_time: 1.4247229099, propagate_forward_time: 54.7909545898, propagate_backward_time: 82.6801147461, weight_update_time: 0.2015081197, other_time: 3.4706878662
epoch time: 11.8882398605s, input_fired_time: 0.1962357908, output_fired_time: 0.0000000000, propagate_forward_time: 11.0871419907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6048622131
validation[          , genome  6802] predictions:    9769/  10000 (97.69%), best:    9800/10000 (98.00%), error:       796.90717, best error:       685.20062 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 144.4519958496s, input_fired_time: 1.5555626154, output_fired_time: 1.4372489452, propagate_forward_time: 54.9472160339, propagate_backward_time: 82.9915313721, weight_update_time: 0.2033610791, other_time: 3.5204315186
epoch time: 11.8387508392s, input_fired_time: 0.1926349103, output_fired_time: 0.0000000000, propagate_forward_time: 11.0452270508, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6008892059
validation[          , genome  6802] predictions:    9791/  10000 (97.91%), best:    9800/10000 (98.00%), error:       710.59271, best error:       685.20062 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 144.2228393555s, input_fired_time: 1.5464245081, output_fired_time: 1.4278752804, propagate_forward_time: 54.8924331665, propagate_backward_time: 82.8775482178, weight_update_time: 0.2018695623, other_time: 3.4785690308
epoch time: 11.5439682007s, input_fired_time: 0.1911127269, output_fired_time: 0.0000000000, propagate_forward_time: 10.7585315704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5943241119
validation[          , genome  6802] predictions:    9779/  10000 (97.79%), best:    9800/10000 (98.00%), error:       734.70129, best error:       685.20062 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 144.7719573975s, input_fired_time: 1.5484542847, output_fired_time: 1.4339683056, propagate_forward_time: 55.0766563416, propagate_backward_time: 83.2209243774, weight_update_time: 0.2034435421, other_time: 3.4919509888
epoch time: 11.7368030548s, input_fired_time: 0.1946383417, output_fired_time: 0.0000000000, propagate_forward_time: 10.9382839203, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6038808823
validation[          , genome  6802] predictions:    9771/  10000 (97.71%), best:    9800/10000 (98.00%), error:       787.25372, best error:       685.20062 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 144.5866394043s, input_fired_time: 1.5404660702, output_fired_time: 1.4293048382, propagate_forward_time: 55.0214881897, propagate_backward_time: 83.1528091431, weight_update_time: 0.1994652748, other_time: 3.4425735474
epoch time: 11.7866268158s, input_fired_time: 0.1989805996, output_fired_time: 0.0000000000, propagate_forward_time: 10.9679107666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6197357178
validation[          , genome  6802] predictions:    9793/  10000 (97.93%), best:    9800/10000 (98.00%), error:       695.52966, best error:       685.20062 on epoch:    36, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 143.5574493408s, input_fired_time: 1.5451467037, output_fired_time: 1.4197378159, propagate_forward_time: 54.5779304504, propagate_backward_time: 82.5383758545, weight_update_time: 0.2018670887, other_time: 3.4762573242
epoch time: 11.7936458588s, input_fired_time: 0.1946383566, output_fired_time: 0.0000000000, propagate_forward_time: 10.9985599518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6004476547
validation[          , genome  6802] predictions:    9792/  10000 (97.92%), best:    9800/10000 (98.00%), error:       689.91028, best error:       685.20062 on epoch:    36, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 144.2854156494s, input_fired_time: 1.5606306791, output_fired_time: 1.4318139553, propagate_forward_time: 55.0181312561, propagate_backward_time: 82.7610015869, weight_update_time: 0.2033493221, other_time: 3.5138549805
epoch time: 11.4906864166s, input_fired_time: 0.1880888343, output_fired_time: 0.0000000000, propagate_forward_time: 10.7233543396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5792436600
validation[          , genome  6802] predictions:    9767/  10000 (97.67%), best:    9800/10000 (98.00%), error:       736.55847, best error:       685.20062 on epoch:    36, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 144.2688446045s, input_fired_time: 1.5508605242, output_fired_time: 1.4280257225, propagate_forward_time: 54.8600234985, propagate_backward_time: 82.9369659424, weight_update_time: 0.2026877850, other_time: 3.4929733276
epoch time: 11.3111877441s, input_fired_time: 0.1884656847, output_fired_time: 0.0000000000, propagate_forward_time: 10.5330371857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5896844864
validation[          , genome  6802] predictions:    9770/  10000 (97.70%), best:    9800/10000 (98.00%), error:       727.83191, best error:       685.20062 on epoch:    36, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 144.8335723877s, input_fired_time: 1.5524405241, output_fired_time: 1.4330747128, propagate_forward_time: 55.1846313477, propagate_backward_time: 83.1851501465, weight_update_time: 0.2024031132, other_time: 3.4782714844
epoch time: 11.8571434021s, input_fired_time: 0.1928560883, output_fired_time: 0.0000000000, propagate_forward_time: 11.0699052811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5943822861
validation[          , genome  6802] predictions:    9756/  10000 (97.56%), best:    9800/10000 (98.00%), error:       764.42267, best error:       685.20062 on epoch:    36, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 142.7904052734s, input_fired_time: 1.5311093330, output_fired_time: 1.4046381712, propagate_forward_time: 54.4096946716, propagate_backward_time: 82.0600280762, weight_update_time: 0.1972057968, other_time: 3.3849334717
epoch time: 11.8360538483s, input_fired_time: 0.1960642934, output_fired_time: 0.0000000000, propagate_forward_time: 11.0400342941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5999555588
validation[          , genome  6802] predictions:    9772/  10000 (97.72%), best:    9800/10000 (98.00%), error:       734.15936, best error:       685.20062 on epoch:    36, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 143.5909118652s, input_fired_time: 1.5460510254, output_fired_time: 1.4234275818, propagate_forward_time: 54.5061759949, propagate_backward_time: 82.6258544922, weight_update_time: 0.2031040639, other_time: 3.4893951416
epoch time: 11.9001035690s, input_fired_time: 0.1970176399, output_fired_time: 0.0000000000, propagate_forward_time: 11.0908470154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6122388840
validation[          , genome  6802] predictions:    9725/  10000 (97.25%), best:    9800/10000 (98.00%), error:       932.62427, best error:       685.20062 on epoch:    36, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 143.8435211182s, input_fired_time: 1.5488663912, output_fired_time: 1.4248613119, propagate_forward_time: 54.7835693359, propagate_backward_time: 82.6272125244, weight_update_time: 0.2001733631, other_time: 3.4589996338
epoch time: 11.7291173935s, input_fired_time: 0.1921341866, output_fired_time: 0.0000000000, propagate_forward_time: 10.9445180893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5924654007
validation[          , genome  6802] predictions:    9773/  10000 (97.73%), best:    9800/10000 (98.00%), error:       732.13763, best error:       685.20062 on epoch:    36, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 144.8064270020s, input_fired_time: 1.5580898523, output_fired_time: 1.4289853573, propagate_forward_time: 55.0883560181, propagate_backward_time: 83.2384948730, weight_update_time: 0.2017493099, other_time: 3.4925003052
epoch time: 11.6990709305s, input_fired_time: 0.1955937296, output_fired_time: 0.0000000000, propagate_forward_time: 10.8906812668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6127958298
validation[          , genome  6802] predictions:    9756/  10000 (97.56%), best:    9800/10000 (98.00%), error:       823.47137, best error:       685.20062 on epoch:    36, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 143.4122619629s, input_fired_time: 1.5472103357, output_fired_time: 1.4192545414, propagate_forward_time: 54.4811592102, propagate_backward_time: 82.4820632935, weight_update_time: 0.2029033601, other_time: 3.4825820923
epoch time: 11.9030742645s, input_fired_time: 0.1966192722, output_fired_time: 0.0000000000, propagate_forward_time: 11.1073360443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5991191864
validation[          , genome  6802] predictions:    9798/  10000 (97.98%), best:    9798/10000 (97.98%), error:       673.12329, best error:       673.12329 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 144.1265106201s, input_fired_time: 1.5527943373, output_fired_time: 1.4268587828, propagate_forward_time: 54.8905105591, propagate_backward_time: 82.7846679688, weight_update_time: 0.1999066323, other_time: 3.4716720581
epoch time: 11.7756490707s, input_fired_time: 0.1938104630, output_fired_time: 0.0000000000, propagate_forward_time: 10.9861841202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5956544876
validation[          , genome  6802] predictions:    9775/  10000 (97.75%), best:    9798/10000 (97.98%), error:       727.57715, best error:       673.12329 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 144.0101165771s, input_fired_time: 1.5468028784, output_fired_time: 1.4258090258, propagate_forward_time: 54.8826713562, propagate_backward_time: 82.6972579956, weight_update_time: 0.2006044686, other_time: 3.4575729370
epoch time: 11.8883800507s, input_fired_time: 0.1995372027, output_fired_time: 0.0000000000, propagate_forward_time: 11.0704307556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6184120178
validation[          , genome  6802] predictions:    9779/  10000 (97.79%), best:    9798/10000 (97.98%), error:       707.06232, best error:       673.12329 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 144.3768920898s, input_fired_time: 1.5614503622, output_fired_time: 1.4307591915, propagate_forward_time: 54.9871749878, propagate_backward_time: 82.9194717407, weight_update_time: 0.2010017931, other_time: 3.4780426025
epoch time: 11.8627500534s, input_fired_time: 0.1963386685, output_fired_time: 0.0000000000, propagate_forward_time: 11.0675506592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5988607407
validation[          , genome  6802] predictions:    9718/  10000 (97.18%), best:    9798/10000 (97.98%), error:       943.30334, best error:       673.12329 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 144.5712738037s, input_fired_time: 1.5544440746, output_fired_time: 1.4272900820, propagate_forward_time: 54.9037208557, propagate_backward_time: 83.1912002563, weight_update_time: 0.2009321302, other_time: 3.4946212769
epoch time: 11.7647066116s, input_fired_time: 0.1946599334, output_fired_time: 0.0000000000, propagate_forward_time: 10.9764947891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5935516357
validation[          , genome  6802] predictions:    9550/  10000 (95.50%), best:    9798/10000 (97.98%), error:      1486.30469, best error:       673.12329 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 144.4112701416s, input_fired_time: 1.5513691902, output_fired_time: 1.4247112274, propagate_forward_time: 54.9228401184, propagate_backward_time: 83.0729980469, weight_update_time: 0.1994662434, other_time: 3.4393463135
epoch time: 11.8319759369s, input_fired_time: 0.1946353018, output_fired_time: 0.0000000000, propagate_forward_time: 11.0319805145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6053600311
validation[          , genome  6802] predictions:    9771/  10000 (97.71%), best:    9798/10000 (97.98%), error:       750.29449, best error:       673.12329 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 144.6969909668s, input_fired_time: 1.5694668293, output_fired_time: 1.4318728447, propagate_forward_time: 55.1080970764, propagate_backward_time: 83.0829010010, weight_update_time: 0.2034133077, other_time: 3.5046539307
epoch time: 11.8005580902s, input_fired_time: 0.1946629584, output_fired_time: 0.0000000000, propagate_forward_time: 11.0097188950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5961761475
validation[          , genome  6802] predictions:    9726/  10000 (97.26%), best:    9798/10000 (97.98%), error:       892.86938, best error:       673.12329 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 143.6492919922s, input_fired_time: 1.5552027225, output_fired_time: 1.4212656021, propagate_forward_time: 54.6157608032, propagate_backward_time: 82.5989990234, weight_update_time: 0.2015583068, other_time: 3.4580612183
epoch time: 11.8115768433s, input_fired_time: 0.1943383366, output_fired_time: 0.0000000000, propagate_forward_time: 11.0235958099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5936422348
validation[          , genome  6802] predictions:    9597/  10000 (95.97%), best:    9798/10000 (97.98%), error:      1317.29102, best error:       673.12329 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 144.7017669678s, input_fired_time: 1.5504690409, output_fired_time: 1.4273171425, propagate_forward_time: 55.1120300293, propagate_backward_time: 83.2012710571, weight_update_time: 0.1983014643, other_time: 3.4106674194
epoch time: 11.8602752686s, input_fired_time: 0.1955855042, output_fired_time: 0.0000000000, propagate_forward_time: 11.0577449799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6069450378
validation[          , genome  6802] predictions:    9789/  10000 (97.89%), best:    9798/10000 (97.98%), error:       735.46283, best error:       673.12329 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 143.9420166016s, input_fired_time: 1.5625497103, output_fired_time: 1.4263126850, propagate_forward_time: 54.7090492249, propagate_backward_time: 82.7345733643, weight_update_time: 0.2022531331, other_time: 3.5095367432
epoch time: 11.8473424911s, input_fired_time: 0.1960919350, output_fired_time: 0.0000000000, propagate_forward_time: 11.0495166779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6017341614
validation[          , genome  6802] predictions:    9757/  10000 (97.57%), best:    9798/10000 (97.98%), error:       735.25806, best error:       673.12329 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 144.5063476563s, input_fired_time: 1.5616395473, output_fired_time: 1.4314148426, propagate_forward_time: 55.0449600220, propagate_backward_time: 83.0049438477, weight_update_time: 0.2005532235, other_time: 3.4633865356
epoch time: 11.8595447540s, input_fired_time: 0.1966392398, output_fired_time: 0.0000000000, propagate_forward_time: 11.0582475662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6046581268
validation[          , genome  6802] predictions:    9775/  10000 (97.75%), best:    9798/10000 (97.98%), error:       733.99500, best error:       673.12329 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 143.6942901611s, input_fired_time: 1.5488231182, output_fired_time: 1.4183350801, propagate_forward_time: 54.7245445251, propagate_backward_time: 82.5629119873, weight_update_time: 0.1995139569, other_time: 3.4396667480
epoch time: 11.8460197449s, input_fired_time: 0.1941417158, output_fired_time: 0.0000000000, propagate_forward_time: 11.0662841797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5855941772
validation[          , genome  6802] predictions:    9781/  10000 (97.81%), best:    9798/10000 (97.98%), error:       744.41113, best error:       673.12329 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 143.9732818604s, input_fired_time: 1.5494312048, output_fired_time: 1.4247862101, propagate_forward_time: 54.8137130737, propagate_backward_time: 82.7616500854, weight_update_time: 0.1982661039, other_time: 3.4236907959
epoch time: 11.7954654694s, input_fired_time: 0.1945881695, output_fired_time: 0.0000000000, propagate_forward_time: 11.0075845718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5932931900
validation[          , genome  6802] predictions:    9801/  10000 (98.01%), best:    9801/10000 (98.01%), error:       664.93347, best error:       664.93347 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 144.1185760498s, input_fired_time: 1.5507611036, output_fired_time: 1.4206341505, propagate_forward_time: 55.0086479187, propagate_backward_time: 82.7093505859, weight_update_time: 0.1986931562, other_time: 3.4291687012
epoch time: 11.8163604736s, input_fired_time: 0.1938857287, output_fired_time: 0.0000000000, propagate_forward_time: 11.0317983627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5906763077
validation[          , genome  6802] predictions:    9775/  10000 (97.75%), best:    9801/10000 (98.01%), error:       728.14154, best error:       664.93347 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 144.6177062988s, input_fired_time: 1.5574679375, output_fired_time: 1.4208620787, propagate_forward_time: 55.1566429138, propagate_backward_time: 83.0186538696, weight_update_time: 0.1993914992, other_time: 3.4640731812
epoch time: 11.8427362442s, input_fired_time: 0.1993395388, output_fired_time: 0.0000000000, propagate_forward_time: 11.0379953384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6054010391
validation[          , genome  6802] predictions:    9788/  10000 (97.88%), best:    9801/10000 (98.01%), error:       718.34882, best error:       664.93347 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 144.6016387939s, input_fired_time: 1.5569591522, output_fired_time: 1.4274283648, propagate_forward_time: 55.1164016724, propagate_backward_time: 83.0406265259, weight_update_time: 0.2003100514, other_time: 3.4602203369
epoch time: 11.7641830444s, input_fired_time: 0.1961508542, output_fired_time: 0.0000000000, propagate_forward_time: 10.9686965942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5993356705
validation[          , genome  6802] predictions:    9787/  10000 (97.87%), best:    9801/10000 (98.01%), error:       728.72162, best error:       664.93347 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 144.2170867920s, input_fired_time: 1.5505969524, output_fired_time: 1.4240075350, propagate_forward_time: 54.9496040344, propagate_backward_time: 82.8739242554, weight_update_time: 0.1972717941, other_time: 3.4189529419
epoch time: 11.6595783234s, input_fired_time: 0.1964605153, output_fired_time: 0.0000000000, propagate_forward_time: 10.8628425598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6002750397
validation[          , genome  6802] predictions:    9792/  10000 (97.92%), best:    9801/10000 (98.01%), error:       710.80560, best error:       664.93347 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 144.2421264648s, input_fired_time: 1.5586575270, output_fired_time: 1.4204756021, propagate_forward_time: 54.8936042786, propagate_backward_time: 82.9079895020, weight_update_time: 0.1985313296, other_time: 3.4614105225
epoch time: 11.4407300949s, input_fired_time: 0.1899673641, output_fired_time: 0.0000000000, propagate_forward_time: 10.6797246933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5710382462
validation[          , genome  6802] predictions:    9757/  10000 (97.57%), best:    9801/10000 (98.01%), error:       782.76636, best error:       664.93347 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 144.8747253418s, input_fired_time: 1.5650565624, output_fired_time: 1.4367465973, propagate_forward_time: 55.2401657104, propagate_backward_time: 83.1642379761, weight_update_time: 0.1999583393, other_time: 3.4685058594
epoch time: 11.7314825058s, input_fired_time: 0.1943997443, output_fired_time: 0.0000000000, propagate_forward_time: 10.9458551407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5912275314
validation[          , genome  6802] predictions:    9689/  10000 (96.89%), best:    9801/10000 (98.01%), error:      1073.22339, best error:       664.93347 on epoch:    66, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 144.6860351563s, input_fired_time: 1.5539596081, output_fired_time: 1.4218058586, propagate_forward_time: 55.1757278442, propagate_backward_time: 83.1320266724, weight_update_time: 0.1970947087, other_time: 3.4025268555
epoch time: 11.8810501099s, input_fired_time: 0.1972500533, output_fired_time: 0.0000000000, propagate_forward_time: 11.0762224197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6075773239
validation[          , genome  6802] predictions:    9733/  10000 (97.33%), best:    9801/10000 (98.01%), error:       839.94775, best error:       664.93347 on epoch:    66, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 143.8419036865s, input_fired_time: 1.5483150482, output_fired_time: 1.4207606316, propagate_forward_time: 54.7875213623, propagate_backward_time: 82.7065277100, weight_update_time: 0.1945444494, other_time: 3.3787841797
epoch time: 11.8149814606s, input_fired_time: 0.1972515881, output_fired_time: 0.0000000000, propagate_forward_time: 11.0258140564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5919160843
validation[          , genome  6802] predictions:    9787/  10000 (97.87%), best:    9801/10000 (98.01%), error:       714.47980, best error:       664.93347 on epoch:    66, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 144.0798645020s, input_fired_time: 1.5566482544, output_fired_time: 1.4208678007, propagate_forward_time: 54.8428535461, propagate_backward_time: 82.8074798584, weight_update_time: 0.1986025274, other_time: 3.4520263672
epoch time: 11.8514108658s, input_fired_time: 0.1962434649, output_fired_time: 0.0000000000, propagate_forward_time: 11.0639572144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5912103653
validation[          , genome  6802] predictions:    9798/  10000 (97.98%), best:    9801/10000 (98.01%), error:       669.29901, best error:       664.93347 on epoch:    66, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 144.4884490967s, input_fired_time: 1.5616055727, output_fired_time: 1.4251286983, propagate_forward_time: 55.0224571228, propagate_backward_time: 83.0322723389, weight_update_time: 0.1997929811, other_time: 3.4469909668
epoch time: 11.8437356949s, input_fired_time: 0.1984241158, output_fired_time: 0.0000000000, propagate_forward_time: 11.0438871384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6014242172
validation[          , genome  6802] predictions:    9671/  10000 (96.71%), best:    9801/10000 (98.01%), error:      1026.54846, best error:       664.93347 on epoch:    66, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 144.8500518799s, input_fired_time: 1.5527786016, output_fired_time: 1.4246643782, propagate_forward_time: 55.2333183289, propagate_backward_time: 83.2029190063, weight_update_time: 0.1993843764, other_time: 3.4363632202
epoch time: 11.7914009094s, input_fired_time: 0.1922964305, output_fired_time: 0.0000000000, propagate_forward_time: 11.0165996552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5825052261
validation[          , genome  6802] predictions:    9816/  10000 (98.16%), best:    9816/10000 (98.16%), error:       648.46222, best error:       648.46222 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 144.3839416504s, input_fired_time: 1.5539349318, output_fired_time: 1.4266079664, propagate_forward_time: 54.8905906677, propagate_backward_time: 83.0690994263, weight_update_time: 0.1989634931, other_time: 3.4437026978
epoch time: 11.8057374954s, input_fired_time: 0.1963330209, output_fired_time: 0.0000000000, propagate_forward_time: 11.0189876556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5904169083
validation[          , genome  6802] predictions:    9804/  10000 (98.04%), best:    9816/10000 (98.16%), error:       654.76910, best error:       648.46222 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 143.7263793945s, input_fired_time: 1.5501194000, output_fired_time: 1.4121383429, propagate_forward_time: 54.7177085876, propagate_backward_time: 82.6412963867, weight_update_time: 0.1970383972, other_time: 3.4051055908
epoch time: 11.8280315399s, input_fired_time: 0.1947643012, output_fired_time: 0.0000000000, propagate_forward_time: 11.0527400970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5805273056
validation[          , genome  6802] predictions:    9795/  10000 (97.95%), best:    9816/10000 (98.16%), error:       653.23083, best error:       648.46222 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 143.8837585449s, input_fired_time: 1.5540664196, output_fired_time: 1.4204937220, propagate_forward_time: 54.7771911621, propagate_backward_time: 82.7071914673, weight_update_time: 0.1972667277, other_time: 3.4248275757
epoch time: 11.8741092682s, input_fired_time: 0.1977574676, output_fired_time: 0.0000000000, propagate_forward_time: 11.0691671371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6071844101
validation[          , genome  6802] predictions:    9793/  10000 (97.93%), best:    9816/10000 (98.16%), error:       685.38495, best error:       648.46222 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 144.8991241455s, input_fired_time: 1.5605930090, output_fired_time: 1.4268889427, propagate_forward_time: 55.1249389648, propagate_backward_time: 83.3249282837, weight_update_time: 0.1994565576, other_time: 3.4617691040
epoch time: 11.2545909882s, input_fired_time: 0.1878174841, output_fired_time: 0.0000000000, propagate_forward_time: 10.5067749023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5599985123
validation[          , genome  6802] predictions:    9772/  10000 (97.72%), best:    9816/10000 (98.16%), error:       767.72668, best error:       648.46222 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 143.9048614502s, input_fired_time: 1.5482684374, output_fired_time: 1.4172916412, propagate_forward_time: 54.7413787842, propagate_backward_time: 82.7989425659, weight_update_time: 0.1973163933, other_time: 3.3989791870
epoch time: 11.9068269730s, input_fired_time: 0.1996354461, output_fired_time: 0.0000000000, propagate_forward_time: 11.1041975021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6029939651
validation[          , genome  6802] predictions:    9800/  10000 (98.00%), best:    9800/10000 (98.00%), error:       645.98291, best error:       645.98291 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 145.0625762939s, input_fired_time: 1.5640560389, output_fired_time: 1.4316357374, propagate_forward_time: 55.2993354797, propagate_backward_time: 83.3310241699, weight_update_time: 0.2011123449, other_time: 3.4365234375
epoch time: 11.8480472565s, input_fired_time: 0.1963295043, output_fired_time: 0.0000000000, propagate_forward_time: 11.0644903183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5872278214
validation[          , genome  6802] predictions:    9785/  10000 (97.85%), best:    9800/10000 (98.00%), error:       737.19946, best error:       645.98291 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 143.9402313232s, input_fired_time: 1.5598016977, output_fired_time: 1.4228018522, propagate_forward_time: 54.7119712830, propagate_backward_time: 82.7948455811, weight_update_time: 0.2006055117, other_time: 3.4508056641
epoch time: 11.8596038818s, input_fired_time: 0.1954140067, output_fired_time: 0.0000000000, propagate_forward_time: 11.0696392059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5945510864
validation[          , genome  6802] predictions:    9769/  10000 (97.69%), best:    9800/10000 (98.00%), error:       801.33990, best error:       645.98291 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 144.5681152344s, input_fired_time: 1.5535820723, output_fired_time: 1.4243266582, propagate_forward_time: 55.1429367065, propagate_backward_time: 83.0614013672, weight_update_time: 0.1972672343, other_time: 3.3858566284
epoch time: 11.8453645706s, input_fired_time: 0.1997972578, output_fired_time: 0.0000000000, propagate_forward_time: 11.0414199829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6041469574
validation[          , genome  6802] predictions:    9785/  10000 (97.85%), best:    9800/10000 (98.00%), error:       734.81189, best error:       645.98291 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 144.5398864746s, input_fired_time: 1.5586538315, output_fired_time: 1.4240107536, propagate_forward_time: 55.0112266541, propagate_backward_time: 83.1113510132, weight_update_time: 0.1991774589, other_time: 3.4346389771
epoch time: 11.8746051788s, input_fired_time: 0.1978920996, output_fired_time: 0.0000000000, propagate_forward_time: 11.0771827698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5995302200
validation[          , genome  6802] predictions:    9760/  10000 (97.60%), best:    9800/10000 (98.00%), error:       789.66821, best error:       645.98291 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 144.7453308105s, input_fired_time: 1.5588207245, output_fired_time: 1.4254825115, propagate_forward_time: 55.0047950745, propagate_backward_time: 83.3236694336, weight_update_time: 0.1990392953, other_time: 3.4325714111
epoch time: 11.7241144180s, input_fired_time: 0.1940454543, output_fired_time: 0.0000000000, propagate_forward_time: 10.9382143021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5918550491
validation[          , genome  6802] predictions:    9798/  10000 (97.98%), best:    9800/10000 (98.00%), error:       672.50507, best error:       645.98291 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 143.9998474121s, input_fired_time: 1.5548379421, output_fired_time: 1.4160948992, propagate_forward_time: 54.8792190552, propagate_backward_time: 82.7507858276, weight_update_time: 0.1964275688, other_time: 3.3989105225
epoch time: 11.5237970352s, input_fired_time: 0.1921577007, output_fired_time: 0.0000000000, propagate_forward_time: 10.7531776428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5784616470
validation[          , genome  6802] predictions:    9799/  10000 (97.99%), best:    9800/10000 (98.00%), error:       685.29034, best error:       645.98291 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 144.2294006348s, input_fired_time: 1.5582100153, output_fired_time: 1.4254310131, propagate_forward_time: 54.9417419434, propagate_backward_time: 82.9007644653, weight_update_time: 0.1970265806, other_time: 3.4032516479
epoch time: 11.7992486954s, input_fired_time: 0.1973821372, output_fired_time: 0.0000000000, propagate_forward_time: 11.0054559708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5964107513
validation[          , genome  6802] predictions:    9786/  10000 (97.86%), best:    9800/10000 (98.00%), error:       724.42487, best error:       645.98291 on epoch:    82, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 144.3277130127s, input_fired_time: 1.5549089909, output_fired_time: 1.4192346334, propagate_forward_time: 55.0691337585, propagate_backward_time: 82.8874588013, weight_update_time: 0.1979861408, other_time: 3.3969650269
epoch time: 11.8136062622s, input_fired_time: 0.1992657781, output_fired_time: 0.0000000000, propagate_forward_time: 11.0076026917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6067380905
validation[          , genome  6802] predictions:    9766/  10000 (97.66%), best:    9800/10000 (98.00%), error:       722.98138, best error:       645.98291 on epoch:    82, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 143.6985931396s, input_fired_time: 1.5473699570, output_fired_time: 1.4112617970, propagate_forward_time: 54.7220878601, propagate_backward_time: 82.6297760010, weight_update_time: 0.1970711350, other_time: 3.3881072998
epoch time: 11.8494024277s, input_fired_time: 0.1978332102, output_fired_time: 0.0000000000, propagate_forward_time: 11.0584726334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5930967331
validation[          , genome  6802] predictions:    9778/  10000 (97.78%), best:    9800/10000 (98.00%), error:       740.03888, best error:       645.98291 on epoch:    82, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 144.5159301758s, input_fired_time: 1.5583087206, output_fired_time: 1.4248465300, propagate_forward_time: 55.0855407715, propagate_backward_time: 83.0352020264, weight_update_time: 0.1967112571, other_time: 3.4120330811
epoch time: 11.1023988724s, input_fired_time: 0.1841300428, output_fired_time: 0.0000000000, propagate_forward_time: 10.3644018173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5538673401
validation[          , genome  6802] predictions:    9758/  10000 (97.58%), best:    9800/10000 (98.00%), error:       768.32886, best error:       645.98291 on epoch:    82, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 143.9282836914s, input_fired_time: 1.5544916391, output_fired_time: 1.4148966074, propagate_forward_time: 54.8792839050, propagate_backward_time: 82.6828384399, weight_update_time: 0.1966615468, other_time: 3.3967666626
epoch time: 11.8137054443s, input_fired_time: 0.1979156286, output_fired_time: 0.0000000000, propagate_forward_time: 11.0176916122, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5980978012
validation[          , genome  6802] predictions:    9788/  10000 (97.88%), best:    9800/10000 (98.00%), error:       698.41248, best error:       645.98291 on epoch:    82, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 144.4750213623s, input_fired_time: 1.5596394539, output_fired_time: 1.4219859838, propagate_forward_time: 55.1097564697, propagate_backward_time: 82.9801788330, weight_update_time: 0.1962508559, other_time: 3.4034576416
epoch time: 11.6897325516s, input_fired_time: 0.1942958236, output_fired_time: 0.0000000000, propagate_forward_time: 10.9141540527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5812826157
validation[          , genome  6802] predictions:    9709/  10000 (97.09%), best:    9800/10000 (98.00%), error:       956.64490, best error:       645.98291 on epoch:    82, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 144.3483428955s, input_fired_time: 1.5644445419, output_fired_time: 1.4259221554, propagate_forward_time: 54.9427947998, propagate_backward_time: 82.9740905762, weight_update_time: 0.1997027993, other_time: 3.4411010742
epoch time: 11.7784023285s, input_fired_time: 0.1948369890, output_fired_time: 0.0000000000, propagate_forward_time: 10.9953966141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5881690979
validation[          , genome  6802] predictions:    9805/  10000 (98.05%), best:    9800/10000 (98.00%), error:       674.40698, best error:       645.98291 on epoch:    82, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 144.6613311768s, input_fired_time: 1.5604748726, output_fired_time: 1.4241237640, propagate_forward_time: 55.0490341187, propagate_backward_time: 83.2221908569, weight_update_time: 0.1966815293, other_time: 3.4055175781
epoch time: 11.8195238113s, input_fired_time: 0.1942917258, output_fired_time: 0.0000000000, propagate_forward_time: 11.0520114899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5732202530
validation[          , genome  6802] predictions:    9738/  10000 (97.38%), best:    9800/10000 (98.00%), error:       838.83063, best error:       645.98291 on epoch:    82, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 144.4710540771s, input_fired_time: 1.5592851639, output_fired_time: 1.4227232933, propagate_forward_time: 55.0238533020, propagate_backward_time: 83.0724792480, weight_update_time: 0.1974689513, other_time: 3.3927154541
epoch time: 11.6843013763s, input_fired_time: 0.1922862232, output_fired_time: 0.0000000000, propagate_forward_time: 10.9159011841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5761137009
validation[          , genome  6802] predictions:    9804/  10000 (98.04%), best:    9800/10000 (98.00%), error:       682.22870, best error:       645.98291 on epoch:    82, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 142.9291534424s, input_fired_time: 1.5512894392, output_fired_time: 1.4031935930, propagate_forward_time: 54.3243713379, propagate_backward_time: 82.2674942017, weight_update_time: 0.1947435737, other_time: 3.3828048706
epoch time: 11.7000722885s, input_fired_time: 0.1944325417, output_fired_time: 0.0000000000, propagate_forward_time: 10.9204587936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5851812363
validation[          , genome  6802] predictions:    9754/  10000 (97.54%), best:    9800/10000 (98.00%), error:       838.26495, best error:       645.98291 on epoch:    82, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 143.3985443115s, input_fired_time: 1.5526335239, output_fired_time: 1.4084328413, propagate_forward_time: 54.6142463684, propagate_backward_time: 82.4636077881, weight_update_time: 0.1945811957, other_time: 3.3596343994
epoch time: 11.8184080124s, input_fired_time: 0.1988495141, output_fired_time: 0.0000000000, propagate_forward_time: 11.0181636810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6013946533
validation[          , genome  6802] predictions:    9769/  10000 (97.69%), best:    9800/10000 (98.00%), error:       760.20203, best error:       645.98291 on epoch:    82, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 144.2161254883s, input_fired_time: 1.5552310944, output_fired_time: 1.4211945534, propagate_forward_time: 54.8926925659, propagate_backward_time: 82.9663848877, weight_update_time: 0.1956492811, other_time: 3.3806228638
epoch time: 11.6481904984s, input_fired_time: 0.1956618428, output_fired_time: 0.0000000000, propagate_forward_time: 10.8689241409, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5836048126
validation[          , genome  6802] predictions:    9800/  10000 (98.00%), best:    9800/10000 (98.00%), error:       662.06018, best error:       645.98291 on epoch:    82, 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: 58.9266128540s, input_fired_time: 0.9821458459, output_fired_time: 0.0000000000, propagate_forward_time: 54.8129158020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.1315498352
best training[          , genome  6802] predictions:   49782/  50000 (99.56%), best:    9800/10000 (98.00%), error:      1061.32837, best error:       645.98291 on epoch:    82, 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: 11.8536682129s, input_fired_time: 0.1971927583, output_fired_time: 0.0000000000, propagate_forward_time: 11.0574045181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5990705490
   testing[          , genome  6802] predictions:    9812/  10000 (98.12%), best:    9800/10000 (98.00%), error:       620.58551, best error:       645.98291 on epoch:    82, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:12:57 (3104): called boinc_finish(0)

</stderr_txt>
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