Nameexact_genome_1512568488_43_7016_0
Workunit2606362
Created7 Dec 2017, 23:16:57 UTC
Sent7 Dec 2017, 23:23:29 UTC
Report deadline22 Dec 2017, 4:10:06 UTC
Received9 Dec 2017, 5:26:41 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time6 hours 56 min 36 sec
CPU time6 hours 56 min 32 sec
Validate stateValid
Credit3,549.76
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.43 MB
Peak swap size156.06 MB
Peak disk usage2.33 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
705.29425 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 227.1905822754s, input_fired_time: 2.4577646255, output_fired_time: 2.3360776901, propagate_forward_time: 87.0992813110, propagate_backward_time: 131.7457275391, weight_update_time: 0.2105502188, other_time: 3.5517272949
epoch time: 18.3578224182s, input_fired_time: 0.2993566692, output_fired_time: 0.0000000000, propagate_forward_time: 17.4166316986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6418342590
validation[          , genome  7016] predictions:    9767/  10000 (97.67%), best:    9782/10000 (97.82%), error:       755.24878, best error:       705.29425 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 227.3663482666s, input_fired_time: 2.5015957355, output_fired_time: 2.3494489193, propagate_forward_time: 87.0643386841, propagate_backward_time: 131.7808837891, weight_update_time: 0.2165709138, other_time: 3.6700744629
epoch time: 18.4401397705s, input_fired_time: 0.3029861748, output_fired_time: 0.0000000000, propagate_forward_time: 17.4749221802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6622314453
validation[          , genome  7016] predictions:    9728/  10000 (97.28%), best:    9782/10000 (97.82%), error:       931.13049, best error:       705.29425 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 227.0200347900s, input_fired_time: 2.4552261829, output_fired_time: 2.3404054642, propagate_forward_time: 86.7800445557, propagate_backward_time: 131.8787231445, weight_update_time: 0.2106402069, other_time: 3.5656280518
epoch time: 18.2167339325s, input_fired_time: 0.2995259166, output_fired_time: 0.0000000000, propagate_forward_time: 17.2730445862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6441631317
validation[          , genome  7016] predictions:    9762/  10000 (97.62%), best:    9782/10000 (97.82%), error:       762.43396, best error:       705.29425 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 227.1016082764s, input_fired_time: 2.4566335678, output_fired_time: 2.3398194313, propagate_forward_time: 86.9927978516, propagate_backward_time: 131.7556762695, weight_update_time: 0.2108953595, other_time: 3.5566864014
epoch time: 18.2711067200s, input_fired_time: 0.2974747419, output_fired_time: 0.0000000000, propagate_forward_time: 17.3344631195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6391696930
validation[          , genome  7016] predictions:    9774/  10000 (97.74%), best:    9782/10000 (97.82%), error:       743.05750, best error:       705.29425 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 228.0349731445s, input_fired_time: 2.5179278851, output_fired_time: 2.3491320610, propagate_forward_time: 87.2741775513, propagate_backward_time: 132.2009124756, weight_update_time: 0.2175107300, other_time: 3.6928253174
epoch time: 18.4464244843s, input_fired_time: 0.3035667539, output_fired_time: 0.0000000000, propagate_forward_time: 17.4866180420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6562404633
validation[          , genome  7016] predictions:    9771/  10000 (97.71%), best:    9782/10000 (97.82%), error:       742.57605, best error:       705.29425 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 227.0273284912s, input_fired_time: 2.5135648251, output_fired_time: 2.3343410492, propagate_forward_time: 86.9731216431, propagate_backward_time: 131.5119934082, weight_update_time: 0.2153634131, other_time: 3.6943054199
epoch time: 18.3978996277s, input_fired_time: 0.3064183295, output_fired_time: 0.0000000000, propagate_forward_time: 17.4279937744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6634883881
validation[          , genome  7016] predictions:    9755/  10000 (97.55%), best:    9782/10000 (97.82%), error:       827.15027, best error:       705.29425 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 226.9388427734s, input_fired_time: 2.4598894119, output_fired_time: 2.3359608650, propagate_forward_time: 86.9203262329, propagate_backward_time: 131.6698608398, weight_update_time: 0.2114126533, other_time: 3.5527954102
epoch time: 18.3679065704s, input_fired_time: 0.2990462184, output_fired_time: 0.0000000000, propagate_forward_time: 17.4278202057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6410408020
validation[          , genome  7016] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       686.53229, best error:       686.53229 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 227.8164978027s, input_fired_time: 2.5056357384, output_fired_time: 2.3532989025, propagate_forward_time: 87.1847000122, propagate_backward_time: 132.1272735596, weight_update_time: 0.2161864191, other_time: 3.6455841064
epoch time: 18.3314990997s, input_fired_time: 0.3036752641, output_fired_time: 0.0000000000, propagate_forward_time: 17.3655204773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6623039246
validation[          , genome  7016] predictions:    9755/  10000 (97.55%), best:    9770/10000 (97.70%), error:       801.04584, best error:       686.53229 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 226.6643371582s, input_fired_time: 2.4578700066, output_fired_time: 2.3312187195, propagate_forward_time: 86.8679885864, propagate_backward_time: 131.4641265869, weight_update_time: 0.2113744766, other_time: 3.5431365967
epoch time: 18.3157444000s, input_fired_time: 0.2992268801, output_fired_time: 0.0000000000, propagate_forward_time: 17.3755321503, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6409854889
validation[          , genome  7016] predictions:    9802/  10000 (98.02%), best:    9802/10000 (98.02%), error:       659.83405, best error:       659.83405 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 227.3523712158s, input_fired_time: 2.4750394821, output_fired_time: 2.3361947536, propagate_forward_time: 87.1798553467, propagate_backward_time: 131.7817687988, weight_update_time: 0.2121354192, other_time: 3.5795135498
epoch time: 18.4299621582s, input_fired_time: 0.3069268167, output_fired_time: 0.0000000000, propagate_forward_time: 17.4640598297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6589756012
validation[          , genome  7016] predictions:    9751/  10000 (97.51%), best:    9802/10000 (98.02%), error:       810.05457, best error:       659.83405 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 228.2703857422s, input_fired_time: 2.5239591599, output_fired_time: 2.3538241386, propagate_forward_time: 87.4262390137, propagate_backward_time: 132.2686157227, weight_update_time: 0.2184068263, other_time: 3.6977539063
epoch time: 18.3430118561s, input_fired_time: 0.3078492880, output_fired_time: 0.0000000000, propagate_forward_time: 17.3689994812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6661624908
validation[          , genome  7016] predictions:    9757/  10000 (97.57%), best:    9802/10000 (98.02%), error:       784.31744, best error:       659.83405 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 227.1671600342s, input_fired_time: 2.5186545849, output_fired_time: 2.3468751907, propagate_forward_time: 87.0598678589, propagate_backward_time: 131.5458679199, weight_update_time: 0.2159831226, other_time: 3.6958923340
epoch time: 18.3615264893s, input_fired_time: 0.3059122860, output_fired_time: 0.0000000000, propagate_forward_time: 17.3932075500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6624069214
validation[          , genome  7016] predictions:    9800/  10000 (98.00%), best:    9800/10000 (98.00%), error:       657.29187, best error:       657.29187 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 227.5661468506s, input_fired_time: 2.4922404289, output_fired_time: 2.3359704018, propagate_forward_time: 87.2097930908, propagate_backward_time: 131.8941650391, weight_update_time: 0.2140032351, other_time: 3.6339874268
epoch time: 18.4125633240s, input_fired_time: 0.3040182292, output_fired_time: 0.0000000000, propagate_forward_time: 17.4424400330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6661052704
validation[          , genome  7016] predictions:    9778/  10000 (97.78%), best:    9800/10000 (98.00%), error:       698.97375, best error:       657.29187 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 227.2565460205s, input_fired_time: 2.4666366577, output_fired_time: 2.3360211849, propagate_forward_time: 87.0806198120, propagate_backward_time: 131.8173980713, weight_update_time: 0.2122493982, other_time: 3.5558929443
epoch time: 18.3849201202s, input_fired_time: 0.3009217978, output_fired_time: 0.0000000000, propagate_forward_time: 17.4426994324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6412982941
validation[          , genome  7016] predictions:    9775/  10000 (97.75%), best:    9800/10000 (98.00%), error:       724.88605, best error:       657.29187 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 227.0379943848s, input_fired_time: 2.5124714375, output_fired_time: 2.3345551491, propagate_forward_time: 86.8055572510, propagate_backward_time: 131.6968994141, weight_update_time: 0.2169052809, other_time: 3.6885223389
epoch time: 18.2635650635s, input_fired_time: 0.3058370650, output_fired_time: 0.0000000000, propagate_forward_time: 17.2941341400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6635932922
validation[          , genome  7016] predictions:    9788/  10000 (97.88%), best:    9800/10000 (98.00%), error:       676.97827, best error:       657.29187 on epoch:    26, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 227.7395629883s, input_fired_time: 2.5206563473, output_fired_time: 2.3436372280, propagate_forward_time: 87.2489242554, propagate_backward_time: 131.9265594482, weight_update_time: 0.2165035307, other_time: 3.6997833252
epoch time: 18.4446582794s, input_fired_time: 0.3032950461, output_fired_time: 0.0000000000, propagate_forward_time: 17.4774208069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6639423370
validation[          , genome  7016] predictions:    9769/  10000 (97.69%), best:    9800/10000 (98.00%), error:       769.81232, best error:       657.29187 on epoch:    26, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 227.4809417725s, input_fired_time: 2.4733748436, output_fired_time: 2.3416833878, propagate_forward_time: 87.1889419556, propagate_backward_time: 131.8838043213, weight_update_time: 0.2124257684, other_time: 3.5931243896
epoch time: 18.3938426971s, input_fired_time: 0.3029784858, output_fired_time: 0.0000000000, propagate_forward_time: 17.4509296417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6399345398
validation[          , genome  7016] predictions:    9782/  10000 (97.82%), best:    9800/10000 (98.00%), error:       693.13947, best error:       657.29187 on epoch:    26, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 227.3137207031s, input_fired_time: 2.4956767559, output_fired_time: 2.3322820663, propagate_forward_time: 87.1348571777, propagate_backward_time: 131.7242431641, weight_update_time: 0.2136531174, other_time: 3.6266632080
epoch time: 18.3732299805s, input_fired_time: 0.3029353619, output_fired_time: 0.0000000000, propagate_forward_time: 17.4318046570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6384906769
validation[          , genome  7016] predictions:    9765/  10000 (97.65%), best:    9800/10000 (98.00%), error:       696.53906, best error:       657.29187 on epoch:    26, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 226.4302673340s, input_fired_time: 2.5206315517, output_fired_time: 2.3323388100, propagate_forward_time: 86.7033538818, propagate_backward_time: 131.1856994629, weight_update_time: 0.2145441324, other_time: 3.6882476807
epoch time: 18.2419128418s, input_fired_time: 0.3059575856, output_fired_time: 0.0000000000, propagate_forward_time: 17.2725372314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6634178162
validation[          , genome  7016] predictions:    9740/  10000 (97.40%), best:    9800/10000 (98.00%), error:       797.61981, best error:       657.29187 on epoch:    26, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 228.7282409668s, input_fired_time: 2.5335412025, output_fired_time: 2.3511402607, propagate_forward_time: 87.5710754395, propagate_backward_time: 132.5702819824, weight_update_time: 0.2185533047, other_time: 3.7022094727
epoch time: 18.5552463531s, input_fired_time: 0.3105755150, output_fired_time: 0.0000000000, propagate_forward_time: 17.5803623199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6643085480
validation[          , genome  7016] predictions:    9791/  10000 (97.91%), best:    9800/10000 (98.00%), error:       657.76001, best error:       657.29187 on epoch:    26, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 226.3829803467s, input_fired_time: 2.5234866142, output_fired_time: 2.3347980976, propagate_forward_time: 86.5418853760, propagate_backward_time: 131.2839050293, weight_update_time: 0.2149980366, other_time: 3.6989135742
epoch time: 18.4195270538s, input_fired_time: 0.3082265556, output_fired_time: 0.0000000000, propagate_forward_time: 17.4489669800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6623344421
validation[          , genome  7016] predictions:    9770/  10000 (97.70%), best:    9800/10000 (98.00%), error:       767.29846, best error:       657.29187 on epoch:    26, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 227.4535217285s, input_fired_time: 2.4931392670, output_fired_time: 2.3445196152, propagate_forward_time: 87.1179580688, propagate_backward_time: 131.8784790039, weight_update_time: 0.2126683444, other_time: 3.6194458008
epoch time: 18.3787403107s, input_fired_time: 0.3066102266, output_fired_time: 0.0000000000, propagate_forward_time: 17.4086189270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6635112762
validation[          , genome  7016] predictions:    9805/  10000 (98.05%), best:    9805/10000 (98.05%), error:       620.61218, best error:       620.61218 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 226.7045898438s, input_fired_time: 2.4634706974, output_fired_time: 2.3314428329, propagate_forward_time: 86.8892135620, propagate_backward_time: 131.4717102051, weight_update_time: 0.2099106759, other_time: 3.5487670898
epoch time: 18.2753810883s, input_fired_time: 0.3016808629, output_fired_time: 0.0000000000, propagate_forward_time: 17.3332557678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6404438019
validation[          , genome  7016] predictions:    9750/  10000 (97.50%), best:    9805/10000 (98.05%), error:       784.47571, best error:       620.61218 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 227.2561645508s, input_fired_time: 2.4879822731, output_fired_time: 2.3415670395, propagate_forward_time: 87.0788955688, propagate_backward_time: 131.7472686768, weight_update_time: 0.2122361958, other_time: 3.6004486084
epoch time: 18.3552303314s, input_fired_time: 0.3009943962, output_fired_time: 0.0000000000, propagate_forward_time: 17.4114398956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6427955627
validation[          , genome  7016] predictions:    9779/  10000 (97.79%), best:    9805/10000 (98.05%), error:       700.73572, best error:       620.61218 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 229.0117340088s, input_fired_time: 2.5348150730, output_fired_time: 2.3539874554, propagate_forward_time: 87.6479797363, propagate_backward_time: 132.7897338867, weight_update_time: 0.2170565575, other_time: 3.6852111816
epoch time: 18.5306377411s, input_fired_time: 0.3098775744, output_fired_time: 0.0000000000, propagate_forward_time: 17.5586414337, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6621189117
validation[          , genome  7016] predictions:    9778/  10000 (97.78%), best:    9805/10000 (98.05%), error:       729.69379, best error:       620.61218 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 226.8418273926s, input_fired_time: 2.4685819149, output_fired_time: 2.3250112534, propagate_forward_time: 86.9477310181, propagate_backward_time: 131.5587463379, weight_update_time: 0.2098419070, other_time: 3.5417480469
epoch time: 18.1771697998s, input_fired_time: 0.3000418544, output_fired_time: 0.0000000000, propagate_forward_time: 17.2327365875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6443920135
validation[          , genome  7016] predictions:    9776/  10000 (97.76%), best:    9805/10000 (98.05%), error:       739.12280, best error:       620.61218 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 228.7372589111s, input_fired_time: 2.4952490330, output_fired_time: 2.3683650494, propagate_forward_time: 87.6481018066, propagate_backward_time: 132.6227874756, weight_update_time: 0.2118826956, other_time: 3.6027526855
epoch time: 18.5387668610s, input_fired_time: 0.3064943850, output_fired_time: 0.0000000000, propagate_forward_time: 17.5718040466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6604690552
validation[          , genome  7016] predictions:    9798/  10000 (97.98%), best:    9805/10000 (98.05%), error:       641.30566, best error:       620.61218 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 227.1829833984s, input_fired_time: 2.5251116753, output_fired_time: 2.3357656002, propagate_forward_time: 86.9788665771, propagate_backward_time: 131.6493988037, weight_update_time: 0.2167866826, other_time: 3.6938323975
epoch time: 18.3224868774s, input_fired_time: 0.3016706407, output_fired_time: 0.0000000000, propagate_forward_time: 17.3798675537, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6409492493
validation[          , genome  7016] predictions:    9789/  10000 (97.89%), best:    9805/10000 (98.05%), error:       657.47418, best error:       620.61218 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 228.5680084229s, input_fired_time: 2.5371210575, output_fired_time: 2.3502547741, propagate_forward_time: 87.4730148315, propagate_backward_time: 132.5089416504, weight_update_time: 0.2168374509, other_time: 3.6986694336
epoch time: 18.4645023346s, input_fired_time: 0.3077754676, output_fired_time: 0.0000000000, propagate_forward_time: 17.4944095612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6623172760
validation[          , genome  7016] predictions:    9788/  10000 (97.88%), best:    9805/10000 (98.05%), error:       682.26392, best error:       620.61218 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 227.3687438965s, input_fired_time: 2.4999988079, output_fired_time: 2.3393249512, propagate_forward_time: 87.1159439087, propagate_backward_time: 131.7758026123, weight_update_time: 0.2127478719, other_time: 3.6376800537
epoch time: 18.3184680939s, input_fired_time: 0.3065144718, output_fired_time: 0.0000000000, propagate_forward_time: 17.3560638428, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6558895111
validation[          , genome  7016] predictions:    9782/  10000 (97.82%), best:    9805/10000 (98.05%), error:       734.06860, best error:       620.61218 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 227.6243896484s, input_fired_time: 2.5003201962, output_fired_time: 2.3386964798, propagate_forward_time: 87.2184600830, propagate_backward_time: 131.9420928955, weight_update_time: 0.2145379782, other_time: 3.6248168945
epoch time: 18.3802146912s, input_fired_time: 0.3069424927, output_fired_time: 0.0000000000, propagate_forward_time: 17.4096660614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6636066437
validation[          , genome  7016] predictions:    9754/  10000 (97.54%), best:    9805/10000 (98.05%), error:       731.45557, best error:       620.61218 on epoch:    36, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 228.3282928467s, input_fired_time: 2.5390477180, output_fired_time: 2.3568634987, propagate_forward_time: 87.3613052368, propagate_backward_time: 132.3659973145, weight_update_time: 0.2179800272, other_time: 3.7050781250
epoch time: 18.2328491211s, input_fired_time: 0.3068177998, output_fired_time: 0.0000000000, propagate_forward_time: 17.2643127441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6617183685
validation[          , genome  7016] predictions:    9790/  10000 (97.90%), best:    9805/10000 (98.05%), error:       667.62061, best error:       620.61218 on epoch:    36, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 228.7465057373s, input_fired_time: 2.4870049953, output_fired_time: 2.3589096069, propagate_forward_time: 87.6002883911, propagate_backward_time: 132.7483673096, weight_update_time: 0.2119493932, other_time: 3.5519561768
epoch time: 18.4049282074s, input_fired_time: 0.3055705428, output_fired_time: 0.0000000000, propagate_forward_time: 17.4598102570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6395473480
validation[          , genome  7016] predictions:    9800/  10000 (98.00%), best:    9805/10000 (98.05%), error:       664.65454, best error:       620.61218 on epoch:    36, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 226.6470489502s, input_fired_time: 2.4954221249, output_fired_time: 2.3329255581, propagate_forward_time: 86.6247253418, propagate_backward_time: 131.5650177002, weight_update_time: 0.2127970010, other_time: 3.6289520264
epoch time: 18.2998504639s, input_fired_time: 0.3041037321, output_fired_time: 0.0000000000, propagate_forward_time: 17.3542785645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6414680481
validation[          , genome  7016] predictions:    9820/  10000 (98.20%), best:    9820/10000 (98.20%), error:       589.03979, best error:       589.03979 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 228.2812500000s, input_fired_time: 2.5250358582, output_fired_time: 2.3559548855, propagate_forward_time: 87.3166275024, propagate_backward_time: 132.4175872803, weight_update_time: 0.2145701051, other_time: 3.6660308838
epoch time: 18.4735298157s, input_fired_time: 0.3076375723, output_fired_time: 0.0000000000, propagate_forward_time: 17.5014476776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6644439697
validation[          , genome  7016] predictions:    9795/  10000 (97.95%), best:    9820/10000 (98.20%), error:       695.91797, best error:       589.03979 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 227.8242797852s, input_fired_time: 2.5390689373, output_fired_time: 2.3468906879, propagate_forward_time: 87.2142257690, propagate_backward_time: 132.0300903320, weight_update_time: 0.2183247060, other_time: 3.6940002441
epoch time: 18.5456295013s, input_fired_time: 0.3107044101, output_fired_time: 0.0000000000, propagate_forward_time: 17.5689659119, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6659584045
validation[          , genome  7016] predictions:    9787/  10000 (97.87%), best:    9820/10000 (98.20%), error:       752.99591, best error:       589.03979 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 227.0128784180s, input_fired_time: 2.5224928856, output_fired_time: 2.3255145550, propagate_forward_time: 86.9639358521, propagate_backward_time: 131.5188140869, weight_update_time: 0.2150659263, other_time: 3.6821136475
epoch time: 18.3977184296s, input_fired_time: 0.3009512722, output_fired_time: 0.0000000000, propagate_forward_time: 17.4545402527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6422271729
validation[          , genome  7016] predictions:    9825/  10000 (98.25%), best:    9820/10000 (98.20%), error:       594.25134, best error:       589.03979 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 226.7147216797s, input_fired_time: 2.5197148323, output_fired_time: 2.3331928253, propagate_forward_time: 86.8834304810, propagate_backward_time: 131.2878417969, weight_update_time: 0.2154321522, other_time: 3.6905517578
epoch time: 18.2065200806s, input_fired_time: 0.3057298064, output_fired_time: 0.0000000000, propagate_forward_time: 17.2367134094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6640777588
validation[          , genome  7016] predictions:    9798/  10000 (97.98%), best:    9820/10000 (98.20%), error:       646.43976, best error:       589.03979 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 226.9194793701s, input_fired_time: 2.5349798203, output_fired_time: 2.3505685329, propagate_forward_time: 86.7124938965, propagate_backward_time: 131.6189880371, weight_update_time: 0.2163051367, other_time: 3.7024536133
epoch time: 18.3856906891s, input_fired_time: 0.3061416447, output_fired_time: 0.0000000000, propagate_forward_time: 17.4156608582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6638889313
validation[          , genome  7016] predictions:    9782/  10000 (97.82%), best:    9820/10000 (98.20%), error:       678.38049, best error:       589.03979 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 227.5021820068s, input_fired_time: 2.4891149998, output_fired_time: 2.3385856152, propagate_forward_time: 87.2411575317, propagate_backward_time: 131.8409576416, weight_update_time: 0.2122323364, other_time: 3.5923614502
epoch time: 18.5379428864s, input_fired_time: 0.3044727147, output_fired_time: 0.0000000000, propagate_forward_time: 17.5913848877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6420860291
validation[          , genome  7016] predictions:    9756/  10000 (97.56%), best:    9820/10000 (98.20%), error:       791.91656, best error:       589.03979 on epoch:    48, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 228.9555511475s, input_fired_time: 2.5413882732, output_fired_time: 2.3573653698, propagate_forward_time: 87.6424713135, propagate_backward_time: 132.7204437256, weight_update_time: 0.2189321518, other_time: 3.6938934326
epoch time: 18.5499114990s, input_fired_time: 0.3101960421, output_fired_time: 0.0000000000, propagate_forward_time: 17.5753440857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6643714905
validation[          , genome  7016] predictions:    9781/  10000 (97.81%), best:    9820/10000 (98.20%), error:       731.45050, best error:       589.03979 on epoch:    48, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 228.5205841064s, input_fired_time: 2.5341658592, output_fired_time: 2.3495047092, propagate_forward_time: 87.5761184692, propagate_backward_time: 132.3823852539, weight_update_time: 0.2160471231, other_time: 3.6784057617
epoch time: 18.4435329437s, input_fired_time: 0.3040580153, output_fired_time: 0.0000000000, propagate_forward_time: 17.4963169098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6431579590
validation[          , genome  7016] predictions:    9814/  10000 (98.14%), best:    9820/10000 (98.20%), error:       627.36200, best error:       589.03979 on epoch:    48, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 228.3858795166s, input_fired_time: 2.4858112335, output_fired_time: 2.3477475643, propagate_forward_time: 87.4927749634, propagate_backward_time: 132.5120697021, weight_update_time: 0.2129720896, other_time: 3.5474700928
epoch time: 18.5481967926s, input_fired_time: 0.3057123423, output_fired_time: 0.0000000000, propagate_forward_time: 17.5991497040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6433353424
validation[          , genome  7016] predictions:    9814/  10000 (98.14%), best:    9820/10000 (98.20%), error:       656.09131, best error:       589.03979 on epoch:    48, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 228.2897796631s, input_fired_time: 2.5296766758, output_fired_time: 2.3524508476, propagate_forward_time: 87.4617080688, propagate_backward_time: 132.2487792969, weight_update_time: 0.2180723250, other_time: 3.6971740723
epoch time: 18.4587497711s, input_fired_time: 0.3112054467, output_fired_time: 0.0000000000, propagate_forward_time: 17.4843444824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6632003784
validation[          , genome  7016] predictions:    9778/  10000 (97.78%), best:    9820/10000 (98.20%), error:       710.26758, best error:       589.03979 on epoch:    48, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 228.2536163330s, input_fired_time: 2.5352041721, output_fired_time: 2.3455352783, propagate_forward_time: 87.3046646118, propagate_backward_time: 132.3697357178, weight_update_time: 0.2162475288, other_time: 3.6984710693
epoch time: 18.4201984406s, input_fired_time: 0.3064282537, output_fired_time: 0.0000000000, propagate_forward_time: 17.4536895752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6600799561
validation[          , genome  7016] predictions:    9798/  10000 (97.98%), best:    9820/10000 (98.20%), error:       661.88971, best error:       589.03979 on epoch:    48, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 228.7207336426s, input_fired_time: 2.5132496357, output_fired_time: 2.3553802967, propagate_forward_time: 87.6327972412, propagate_backward_time: 132.5682525635, weight_update_time: 0.2157225609, other_time: 3.6510620117
epoch time: 18.4857139587s, input_fired_time: 0.3087609112, output_fired_time: 0.0000000000, propagate_forward_time: 17.5117702484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6651821136
validation[          , genome  7016] predictions:    9809/  10000 (98.09%), best:    9820/10000 (98.20%), error:       613.03394, best error:       589.03979 on epoch:    48, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 226.5273590088s, input_fired_time: 2.5257034302, output_fired_time: 2.3386631012, propagate_forward_time: 86.8054275513, propagate_backward_time: 131.1813659668, weight_update_time: 0.2152103335, other_time: 3.6761779785
epoch time: 18.3609714508s, input_fired_time: 0.3080304563, output_fired_time: 0.0000000000, propagate_forward_time: 17.3913402557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6616001129
validation[          , genome  7016] predictions:    9805/  10000 (98.05%), best:    9820/10000 (98.20%), error:       640.32910, best error:       589.03979 on epoch:    48, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 228.3646240234s, input_fired_time: 2.4824745655, output_fired_time: 2.3503041267, propagate_forward_time: 87.5051498413, propagate_backward_time: 132.4689025879, weight_update_time: 0.2112548500, other_time: 3.5578002930
epoch time: 18.4760532379s, input_fired_time: 0.3025745749, output_fired_time: 0.0000000000, propagate_forward_time: 17.5332984924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6401805878
validation[          , genome  7016] predictions:    9789/  10000 (97.89%), best:    9820/10000 (98.20%), error:       683.13776, best error:       589.03979 on epoch:    48, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 227.6331939697s, input_fired_time: 2.5238745213, output_fired_time: 2.3458173275, propagate_forward_time: 87.0383148193, propagate_backward_time: 132.0309906006, weight_update_time: 0.2154373229, other_time: 3.6941986084
epoch time: 18.4818992615s, input_fired_time: 0.3095563054, output_fired_time: 0.0000000000, propagate_forward_time: 17.5111560822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6611862183
validation[          , genome  7016] predictions:    9810/  10000 (98.10%), best:    9820/10000 (98.20%), error:       623.37213, best error:       589.03979 on epoch:    48, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 227.9319458008s, input_fired_time: 2.4811913967, output_fired_time: 2.3455204964, propagate_forward_time: 87.4083709717, propagate_backward_time: 132.1350708008, weight_update_time: 0.2126670629, other_time: 3.5617980957
epoch time: 18.4283638000s, input_fired_time: 0.3039220870, output_fired_time: 0.0000000000, propagate_forward_time: 17.4825706482, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6418704987
validation[          , genome  7016] predictions:    9772/  10000 (97.72%), best:    9820/10000 (98.20%), error:       736.69061, best error:       589.03979 on epoch:    48, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 227.3648834229s, input_fired_time: 2.5279400349, output_fired_time: 2.3374204636, propagate_forward_time: 87.1002273560, propagate_backward_time: 131.6980743408, weight_update_time: 0.2151305974, other_time: 3.7012176514
epoch time: 18.3117733002s, input_fired_time: 0.3089971244, output_fired_time: 0.0000000000, propagate_forward_time: 17.3434486389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6593284607
validation[          , genome  7016] predictions:    9819/  10000 (98.19%), best:    9820/10000 (98.20%), error:       598.15863, best error:       589.03979 on epoch:    48, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 227.5821533203s, input_fired_time: 2.5378777981, output_fired_time: 2.3405928612, propagate_forward_time: 87.1310043335, propagate_backward_time: 131.8789520264, weight_update_time: 0.2158288360, other_time: 3.6937408447
epoch time: 18.4595317841s, input_fired_time: 0.3045497239, output_fired_time: 0.0000000000, propagate_forward_time: 17.5118141174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6431674957
validation[          , genome  7016] predictions:    9813/  10000 (98.13%), best:    9820/10000 (98.20%), error:       609.70459, best error:       589.03979 on epoch:    48, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 229.4046783447s, input_fired_time: 2.5405809879, output_fired_time: 2.3663566113, propagate_forward_time: 87.8902206421, propagate_backward_time: 132.9112854004, weight_update_time: 0.2163338363, other_time: 3.6962280273
epoch time: 18.5371341705s, input_fired_time: 0.3115968704, output_fired_time: 0.0000000000, propagate_forward_time: 17.5600910187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6654453278
validation[          , genome  7016] predictions:    9781/  10000 (97.81%), best:    9820/10000 (98.20%), error:       717.16479, best error:       589.03979 on epoch:    48, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 229.4720001221s, input_fired_time: 2.5484924316, output_fired_time: 2.3601379395, propagate_forward_time: 87.8857879639, propagate_backward_time: 132.9701690674, weight_update_time: 0.2182118893, other_time: 3.7074127197
epoch time: 18.5685462952s, input_fired_time: 0.3089907169, output_fired_time: 0.0000000000, propagate_forward_time: 17.5953903198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6641654968
validation[          , genome  7016] predictions:    9829/  10000 (98.29%), best:    9829/10000 (98.29%), error:       587.21472, best error:       587.21472 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 227.7646331787s, input_fired_time: 2.5088016987, output_fired_time: 2.3478510380, propagate_forward_time: 87.2242584229, propagate_backward_time: 132.0389862061, weight_update_time: 0.2155990750, other_time: 3.6447296143
epoch time: 18.5813522339s, input_fired_time: 0.3089647293, output_fired_time: 0.0000000000, propagate_forward_time: 17.6099414825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6624469757
validation[          , genome  7016] predictions:    9801/  10000 (98.01%), best:    9829/10000 (98.29%), error:       653.92773, best error:       587.21472 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 229.6520538330s, input_fired_time: 2.5478284359, output_fired_time: 2.3737039566, propagate_forward_time: 88.0350494385, propagate_backward_time: 132.9901123047, weight_update_time: 0.2177350074, other_time: 3.7053680420
epoch time: 18.3886222839s, input_fired_time: 0.3080975115, output_fired_time: 0.0000000000, propagate_forward_time: 17.4147148132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6658096313
validation[          , genome  7016] predictions:    9816/  10000 (98.16%), best:    9829/10000 (98.29%), error:       601.27820, best error:       587.21472 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 227.7401428223s, input_fired_time: 2.5385172367, output_fired_time: 2.3436992168, propagate_forward_time: 87.2972793579, propagate_backward_time: 131.8590087891, weight_update_time: 0.2163222730, other_time: 3.7016296387
epoch time: 18.2276325226s, input_fired_time: 0.3095503449, output_fired_time: 0.0000000000, propagate_forward_time: 17.2528781891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6652030945
validation[          , genome  7016] predictions:    9807/  10000 (98.07%), best:    9829/10000 (98.29%), error:       644.05859, best error:       587.21472 on epoch:    68, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 226.4040679932s, input_fired_time: 2.5265679359, output_fired_time: 2.3309862614, propagate_forward_time: 86.6922531128, propagate_backward_time: 131.1528320313, weight_update_time: 0.2168830782, other_time: 3.7014160156
epoch time: 18.5961380005s, input_fired_time: 0.3115490377, output_fired_time: 0.0000000000, propagate_forward_time: 17.6190185547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6655712128
validation[          , genome  7016] predictions:    9820/  10000 (98.20%), best:    9829/10000 (98.29%), error:       646.83978, best error:       587.21472 on epoch:    68, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 228.2279968262s, input_fired_time: 2.5435829163, output_fired_time: 2.3454930782, propagate_forward_time: 87.5489807129, propagate_backward_time: 132.0921478271, weight_update_time: 0.2156892270, other_time: 3.6977996826
epoch time: 18.3993530273s, input_fired_time: 0.3089394569, output_fired_time: 0.0000000000, propagate_forward_time: 17.4261722565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6642417908
validation[          , genome  7016] predictions:    9823/  10000 (98.23%), best:    9829/10000 (98.29%), error:       619.05536, best error:       587.21472 on epoch:    68, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 227.2711486816s, input_fired_time: 2.5060331821, output_fired_time: 2.3410758972, propagate_forward_time: 87.0337829590, propagate_backward_time: 131.7583923340, weight_update_time: 0.2144688815, other_time: 3.6318664551
epoch time: 18.4667205811s, input_fired_time: 0.3074218035, output_fired_time: 0.0000000000, propagate_forward_time: 17.4930858612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6662120819
validation[          , genome  7016] predictions:    9799/  10000 (97.99%), best:    9829/10000 (98.29%), error:       635.03436, best error:       587.21472 on epoch:    68, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 227.7414855957s, input_fired_time: 2.4806325436, output_fired_time: 2.3565502167, propagate_forward_time: 87.2018280029, propagate_backward_time: 132.1439361572, weight_update_time: 0.2124995887, other_time: 3.5585327148
epoch time: 18.3826122284s, input_fired_time: 0.3036073148, output_fired_time: 0.0000000000, propagate_forward_time: 17.4364719391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6425323486
validation[          , genome  7016] predictions:    9796/  10000 (97.96%), best:    9829/10000 (98.29%), error:       697.05286, best error:       587.21472 on epoch:    68, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 228.9162139893s, input_fired_time: 2.4889936447, output_fired_time: 2.3622212410, propagate_forward_time: 87.7078094482, propagate_backward_time: 132.8046722412, weight_update_time: 0.2132326365, other_time: 3.5525054932
epoch time: 18.5209159851s, input_fired_time: 0.3082794845, output_fired_time: 0.0000000000, propagate_forward_time: 17.5692501068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6433868408
validation[          , genome  7016] predictions:    9822/  10000 (98.22%), best:    9829/10000 (98.29%), error:       620.99280, best error:       587.21472 on epoch:    68, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 228.3692321777s, input_fired_time: 2.4869399071, output_fired_time: 2.3514366150, propagate_forward_time: 87.4591064453, propagate_backward_time: 132.5148773193, weight_update_time: 0.2127138227, other_time: 3.5568695068
epoch time: 18.4579811096s, input_fired_time: 0.3042471409, output_fired_time: 0.0000000000, propagate_forward_time: 17.5108737946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6428604126
validation[          , genome  7016] predictions:    9820/  10000 (98.20%), best:    9829/10000 (98.29%), error:       604.75116, best error:       587.21472 on epoch:    68, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 229.3123321533s, input_fired_time: 2.5416727066, output_fired_time: 2.3740961552, propagate_forward_time: 87.9193038940, propagate_backward_time: 132.7844238281, weight_update_time: 0.2166681588, other_time: 3.6928405762
epoch time: 18.3784332275s, input_fired_time: 0.3107442260, output_fired_time: 0.0000000000, propagate_forward_time: 17.4040241241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6636657715
validation[          , genome  7016] predictions:    9819/  10000 (98.19%), best:    9819/10000 (98.19%), error:       568.33112, best error:       568.33112 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 227.2200927734s, input_fired_time: 2.4771072865, output_fired_time: 2.3476254940, propagate_forward_time: 86.9303512573, propagate_backward_time: 131.9236602783, weight_update_time: 0.2105480433, other_time: 3.5413360596
epoch time: 18.2610244751s, input_fired_time: 0.3036166131, output_fired_time: 0.0000000000, propagate_forward_time: 17.3177623749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6396446228
validation[          , genome  7016] predictions:    9798/  10000 (97.98%), best:    9819/10000 (98.19%), error:       664.46271, best error:       568.33112 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 228.8647918701s, input_fired_time: 2.5345692635, output_fired_time: 2.3620946407, propagate_forward_time: 87.7028427124, propagate_backward_time: 132.6011352539, weight_update_time: 0.2152287960, other_time: 3.6641540527
epoch time: 18.3552570343s, input_fired_time: 0.3043788373, output_fired_time: 0.0000000000, propagate_forward_time: 17.4094657898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6414127350
validation[          , genome  7016] predictions:    9772/  10000 (97.72%), best:    9819/10000 (98.19%), error:       744.93744, best error:       568.33112 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 228.5361938477s, input_fired_time: 2.5431635380, output_fired_time: 2.3657057285, propagate_forward_time: 87.4882812500, propagate_backward_time: 132.4395294189, weight_update_time: 0.2177558392, other_time: 3.6995086670
epoch time: 18.5569534302s, input_fired_time: 0.3095374703, output_fired_time: 0.0000000000, propagate_forward_time: 17.5840873718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6633281708
validation[          , genome  7016] predictions:    9809/  10000 (98.09%), best:    9819/10000 (98.19%), error:       657.11719, best error:       568.33112 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 227.0530395508s, input_fired_time: 2.4771344662, output_fired_time: 2.3294041157, propagate_forward_time: 86.9991836548, propagate_backward_time: 131.6895141602, weight_update_time: 0.2110682875, other_time: 3.5578002930
epoch time: 18.3820228577s, input_fired_time: 0.3066956401, output_fired_time: 0.0000000000, propagate_forward_time: 17.4319038391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6434230804
validation[          , genome  7016] predictions:    9755/  10000 (97.55%), best:    9819/10000 (98.19%), error:       816.53430, best error:       568.33112 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 227.9162750244s, input_fired_time: 2.4843523502, output_fired_time: 2.3473639488, propagate_forward_time: 87.3519363403, propagate_backward_time: 132.1738281250, weight_update_time: 0.2114379108, other_time: 3.5587768555
epoch time: 18.4823646545s, input_fired_time: 0.3029136956, output_fired_time: 0.0000000000, propagate_forward_time: 17.5390377045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6404132843
validation[          , genome  7016] predictions:    9820/  10000 (98.20%), best:    9819/10000 (98.19%), error:       593.05969, best error:       568.33112 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 228.4302062988s, input_fired_time: 2.4909043312, output_fired_time: 2.3459169865, propagate_forward_time: 87.5380172729, propagate_backward_time: 132.4900665283, weight_update_time: 0.2136794180, other_time: 3.5652923584
epoch time: 18.4197769165s, input_fired_time: 0.3101957738, output_fired_time: 0.0000000000, propagate_forward_time: 17.4438018799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6657791138
validation[          , genome  7016] predictions:    9812/  10000 (98.12%), best:    9819/10000 (98.19%), error:       600.93347, best error:       568.33112 on epoch:    78, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 228.3319702148s, input_fired_time: 2.4963381290, output_fired_time: 2.3458328247, propagate_forward_time: 87.4006423950, propagate_backward_time: 132.5039367676, weight_update_time: 0.2140244991, other_time: 3.5852355957
epoch time: 18.4911861420s, input_fired_time: 0.3066720665, output_fired_time: 0.0000000000, propagate_forward_time: 17.5424270630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6420879364
validation[          , genome  7016] predictions:    9806/  10000 (98.06%), best:    9819/10000 (98.19%), error:       640.54590, best error:       568.33112 on epoch:    78, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 227.3084564209s, input_fired_time: 2.4868972301, output_fired_time: 2.3397960663, propagate_forward_time: 87.0237655640, propagate_backward_time: 131.9136962891, weight_update_time: 0.2112936378, other_time: 3.5443115234
epoch time: 18.5466938019s, input_fired_time: 0.3052197099, output_fired_time: 0.0000000000, propagate_forward_time: 17.5975933075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6438808441
validation[          , genome  7016] predictions:    9814/  10000 (98.14%), best:    9819/10000 (98.19%), error:       601.89606, best error:       568.33112 on epoch:    78, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 228.1565093994s, input_fired_time: 2.5063498020, output_fired_time: 2.3530867100, propagate_forward_time: 87.5019531250, propagate_backward_time: 132.1744537354, weight_update_time: 0.2130143493, other_time: 3.6206665039
epoch time: 18.5318908691s, input_fired_time: 0.3042792678, output_fired_time: 0.0000000000, propagate_forward_time: 17.5833072662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6443042755
validation[          , genome  7016] predictions:    9779/  10000 (97.79%), best:    9819/10000 (98.19%), error:       715.79205, best error:       568.33112 on epoch:    78, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 228.7958679199s, input_fired_time: 2.4890863895, output_fired_time: 2.3568525314, propagate_forward_time: 87.7333221436, propagate_backward_time: 132.6630859375, weight_update_time: 0.2124121636, other_time: 3.5535125732
epoch time: 18.4034881592s, input_fired_time: 0.3072172403, output_fired_time: 0.0000000000, propagate_forward_time: 17.4564113617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6398601532
validation[          , genome  7016] predictions:    9801/  10000 (98.01%), best:    9819/10000 (98.19%), error:       641.34729, best error:       568.33112 on epoch:    78, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 227.3516235352s, input_fired_time: 2.5109195709, output_fired_time: 2.3391554356, propagate_forward_time: 87.1887741089, propagate_backward_time: 131.6969451904, weight_update_time: 0.2141148895, other_time: 3.6158294678
epoch time: 18.4671669006s, input_fired_time: 0.3088677824, output_fired_time: 0.0000000000, propagate_forward_time: 17.4935169220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6647815704
validation[          , genome  7016] predictions:    9818/  10000 (98.18%), best:    9819/10000 (98.19%), error:       610.16296, best error:       568.33112 on epoch:    78, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 227.5358734131s, input_fired_time: 2.5304532051, output_fired_time: 2.3474702835, propagate_forward_time: 87.1714401245, propagate_backward_time: 131.7998962402, weight_update_time: 0.2163569927, other_time: 3.6866149902
epoch time: 18.4377021790s, input_fired_time: 0.3101341724, output_fired_time: 0.0000000000, propagate_forward_time: 17.4724121094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6551551819
validation[          , genome  7016] predictions:    9813/  10000 (98.13%), best:    9819/10000 (98.19%), error:       616.12531, best error:       568.33112 on epoch:    78, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 228.1151580811s, input_fired_time: 2.5380914211, output_fired_time: 2.3502774239, propagate_forward_time: 87.3040313721, propagate_backward_time: 132.2290344238, weight_update_time: 0.2172747850, other_time: 3.6937255859
epoch time: 18.2476768494s, input_fired_time: 0.3081525862, output_fired_time: 0.0000000000, propagate_forward_time: 17.2822818756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6572418213
validation[          , genome  7016] predictions:    9798/  10000 (97.98%), best:    9819/10000 (98.19%), error:       683.95795, best error:       568.33112 on epoch:    78, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 228.0559234619s, input_fired_time: 2.5361552238, output_fired_time: 2.3482043743, propagate_forward_time: 87.3448486328, propagate_backward_time: 132.1276702881, weight_update_time: 0.2155340910, other_time: 3.6990509033
epoch time: 18.4648876190s, input_fired_time: 0.3114831448, output_fired_time: 0.0000000000, propagate_forward_time: 17.4890403748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6643638611
validation[          , genome  7016] predictions:    9805/  10000 (98.05%), best:    9819/10000 (98.19%), error:       669.48785, best error:       568.33112 on epoch:    78, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 229.0609741211s, input_fired_time: 2.5465757847, output_fired_time: 2.3609580994, propagate_forward_time: 87.7040710449, propagate_backward_time: 132.7529144287, weight_update_time: 0.2174999565, other_time: 3.6964569092
epoch time: 18.4774532318s, input_fired_time: 0.3121123612, output_fired_time: 0.0000000000, propagate_forward_time: 17.5030078888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6623325348
validation[          , genome  7016] predictions:    9783/  10000 (97.83%), best:    9819/10000 (98.19%), error:       697.15479, best error:       568.33112 on epoch:    78, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 228.4940795898s, input_fired_time: 2.5112094879, output_fired_time: 2.3577973843, propagate_forward_time: 87.5946426392, propagate_backward_time: 132.4465179443, weight_update_time: 0.2147495449, other_time: 3.5839080811
epoch time: 18.5680885315s, input_fired_time: 0.3109192848, output_fired_time: 0.0000000000, propagate_forward_time: 17.5911922455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6659774780
validation[          , genome  7016] predictions:    9801/  10000 (98.01%), best:    9819/10000 (98.19%), error:       616.44586, best error:       568.33112 on epoch:    78, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 228.4494323730s, input_fired_time: 2.5367085934, output_fired_time: 2.3566136360, propagate_forward_time: 87.3964767456, propagate_backward_time: 132.4707489014, weight_update_time: 0.2166349441, other_time: 3.6888885498
epoch time: 18.5518760681s, input_fired_time: 0.3118893206, output_fired_time: 0.0000000000, propagate_forward_time: 17.5783653259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6616210938
validation[          , genome  7016] predictions:    9812/  10000 (98.12%), best:    9819/10000 (98.19%), error:       604.81403, best error:       568.33112 on epoch:    78, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 228.4784698486s, input_fired_time: 2.4898688793, output_fired_time: 2.3563675880, propagate_forward_time: 87.5581436157, propagate_backward_time: 132.5073852539, weight_update_time: 0.2124681324, other_time: 3.5667114258
epoch time: 18.4211654663s, input_fired_time: 0.3045890033, output_fired_time: 0.0000000000, propagate_forward_time: 17.4736309052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6429462433
validation[          , genome  7016] predictions:    9792/  10000 (97.92%), best:    9819/10000 (98.19%), error:       662.65442, best error:       568.33112 on epoch:    78, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 228.5294342041s, input_fired_time: 2.5082676411, output_fired_time: 2.3602936268, propagate_forward_time: 87.5198822021, propagate_backward_time: 132.5494689941, weight_update_time: 0.2134865671, other_time: 3.5915222168
epoch time: 18.5620632172s, input_fired_time: 0.3080381751, output_fired_time: 0.0000000000, propagate_forward_time: 17.6128482819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6411762238
validation[          , genome  7016] predictions:    9810/  10000 (98.10%), best:    9819/10000 (98.19%), error:       615.79340, best error:       568.33112 on epoch:    78, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 228.6033477783s, input_fired_time: 2.5129334927, output_fired_time: 2.3527488708, propagate_forward_time: 87.5470962524, propagate_backward_time: 132.5881652832, weight_update_time: 0.2134940177, other_time: 3.6023864746
epoch time: 18.5123405457s, input_fired_time: 0.3068562746, output_fired_time: 0.0000000000, propagate_forward_time: 17.5620288849, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6434555054
validation[          , genome  7016] predictions:    9818/  10000 (98.18%), best:    9819/10000 (98.19%), error:       601.40118, best error:       568.33112 on epoch:    78, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 227.1948394775s, input_fired_time: 2.5375335217, output_fired_time: 2.3378524780, propagate_forward_time: 86.9816513062, propagate_backward_time: 131.6441040039, weight_update_time: 0.2165341973, other_time: 3.6936950684
epoch time: 18.4396476746s, input_fired_time: 0.3112472892, output_fired_time: 0.0000000000, propagate_forward_time: 17.4650802612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6633205414
validation[          , genome  7016] predictions:    9793/  10000 (97.93%), best:    9819/10000 (98.19%), error:       685.76544, best error:       568.33112 on epoch:    78, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 227.9036407471s, input_fired_time: 2.5464334488, output_fired_time: 2.3440229893, propagate_forward_time: 87.3022766113, propagate_backward_time: 132.0169982910, weight_update_time: 0.2179536372, other_time: 3.6939086914
epoch time: 18.4657573700s, input_fired_time: 0.3113225698, output_fired_time: 0.0000000000, propagate_forward_time: 17.4898128510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6646213531
validation[          , genome  7016] predictions:    9810/  10000 (98.10%), best:    9819/10000 (98.19%), error:       604.80817, best error:       568.33112 on epoch:    78, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 92.1820755005s, input_fired_time: 1.5461566448, output_fired_time: 0.0000000000, propagate_forward_time: 87.2581634521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3777542114
best training[          , genome  7016] predictions:   49882/  50000 (99.76%), best:    9819/10000 (98.19%), error:       653.22192, best error:       568.33112 on epoch:    78, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 18.4461078644s, input_fired_time: 0.3086853027, output_fired_time: 0.0000000000, propagate_forward_time: 17.4750213623, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6624011993
   testing[          , genome  7016] predictions:    9840/  10000 (98.40%), best:    9819/10000 (98.19%), error:       516.46716, best error:       568.33112 on epoch:    78, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
13:26:20 (3244): called boinc_finish(0)

</stderr_txt>
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