Nameexact_genome_1512568488_41_5814_0
Workunit2600326
Created7 Dec 2017, 16:33:56 UTC
Sent7 Dec 2017, 16:36:13 UTC
Report deadline13 Dec 2017, 13:37:37 UTC
Received8 Dec 2017, 0:13:03 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID67174
Run time1 hours 42 min 51 sec
CPU time1 hours 42 min 50 sec
Validate stateValid
Credit1,468.99
Device peak FLOPS4.03 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.16 MB
Peak swap size151.77 MB
Peak disk usage1.04 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
3, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 54.9568672180s, input_fired_time: 0.6725463271, output_fired_time: 0.4165471494, propagate_forward_time: 21.0340881348, propagate_backward_time: 31.2781181335, weight_update_time: 0.0637460575, other_time: 1.5555686951
epoch time: 4.4775056839s, input_fired_time: 0.0689567029, output_fired_time: 0.0000000000, propagate_forward_time: 4.1419277191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2666211128
validation[          , genome  5814] predictions:    9632/  10000 (96.32%), best:    9651/10000 (96.51%), error:      1252.49194, best error:      1223.07544 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 53.9673194885s, input_fired_time: 0.6796923876, output_fired_time: 0.4085988998, propagate_forward_time: 20.6851749420, propagate_backward_time: 30.6156654358, weight_update_time: 0.0664395392, other_time: 1.5781898499
epoch time: 4.4603481293s, input_fired_time: 0.0691190958, output_fired_time: 0.0000000000, propagate_forward_time: 4.1244211197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2668080330
validation[          , genome  5814] predictions:    9661/  10000 (96.61%), best:    9661/10000 (96.61%), error:      1177.85266, best error:      1177.85266 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 53.7562294006s, input_fired_time: 0.6774613857, output_fired_time: 0.4063120484, propagate_forward_time: 20.6054096222, propagate_backward_time: 30.4954395294, weight_update_time: 0.0668517575, other_time: 1.5716075897
epoch time: 4.4572820663s, input_fired_time: 0.0681042746, output_fired_time: 0.0000000000, propagate_forward_time: 4.1234488487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2657289505
validation[          , genome  5814] predictions:    9599/  10000 (95.99%), best:    9661/10000 (96.61%), error:      1316.88208, best error:      1177.85266 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 57.8026504517s, input_fired_time: 0.7000779510, output_fired_time: 0.4310494959, propagate_forward_time: 22.2713642120, propagate_backward_time: 32.7393035889, weight_update_time: 0.0693877265, other_time: 1.6608581543
epoch time: 4.6000275612s, input_fired_time: 0.0705557391, output_fired_time: 0.0000000000, propagate_forward_time: 4.2567963600, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2726755142
validation[          , genome  5814] predictions:    9575/  10000 (95.75%), best:    9661/10000 (96.61%), error:      1328.15417, best error:      1177.85266 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 57.6824417114s, input_fired_time: 0.6933743358, output_fired_time: 0.4317552447, propagate_forward_time: 22.2242679596, propagate_backward_time: 32.7171020508, weight_update_time: 0.0669190511, other_time: 1.6159439087
epoch time: 4.5416855812s, input_fired_time: 0.0696591064, output_fired_time: 0.0000000000, propagate_forward_time: 4.2041864395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2678399086
validation[          , genome  5814] predictions:    9508/  10000 (95.08%), best:    9661/10000 (96.61%), error:      1571.32751, best error:      1177.85266 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 56.8202095032s, input_fired_time: 0.6943248510, output_fired_time: 0.4258877635, propagate_forward_time: 21.8374786377, propagate_backward_time: 32.2379646301, weight_update_time: 0.0671263859, other_time: 1.6245536804
epoch time: 4.5501542091s, input_fired_time: 0.0689183623, output_fired_time: 0.0000000000, propagate_forward_time: 4.2043976784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2768383026
validation[          , genome  5814] predictions:    9624/  10000 (96.24%), best:    9661/10000 (96.61%), error:      1238.66931, best error:      1177.85266 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 54.8421249390s, input_fired_time: 0.6781376600, output_fired_time: 0.4205769002, propagate_forward_time: 21.0528144836, propagate_backward_time: 31.0978698730, weight_update_time: 0.0638634488, other_time: 1.5927238464
epoch time: 4.6009535789s, input_fired_time: 0.0718619153, output_fired_time: 0.0000000000, propagate_forward_time: 4.2434020042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2856898308
validation[          , genome  5814] predictions:    9654/  10000 (96.54%), best:    9654/10000 (96.54%), error:      1134.51794, best error:      1134.51794 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 58.2132873535s, input_fired_time: 0.7079489231, output_fired_time: 0.4352686703, propagate_forward_time: 22.3360137939, propagate_backward_time: 33.0392570496, weight_update_time: 0.0673500225, other_time: 1.6947975159
epoch time: 4.8212418556s, input_fired_time: 0.0743781850, output_fired_time: 0.0000000000, propagate_forward_time: 4.4500942230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2967696190
validation[          , genome  5814] predictions:    9625/  10000 (96.25%), best:    9654/10000 (96.54%), error:      1196.01990, best error:      1134.51794 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 57.7973518372s, input_fired_time: 0.6945161819, output_fired_time: 0.4353184998, propagate_forward_time: 22.3480453491, propagate_backward_time: 32.6813926697, weight_update_time: 0.0665100962, other_time: 1.6380805969
epoch time: 4.4806346893s, input_fired_time: 0.0684104562, output_fired_time: 0.0000000000, propagate_forward_time: 4.1429133415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2693109512
validation[          , genome  5814] predictions:    9648/  10000 (96.48%), best:    9654/10000 (96.54%), error:      1193.08215, best error:      1134.51794 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 56.0605163574s, input_fired_time: 0.6830275655, output_fired_time: 0.4224228561, propagate_forward_time: 21.5688838959, propagate_backward_time: 31.8134822845, weight_update_time: 0.0651186407, other_time: 1.5726947784
epoch time: 4.7636027336s, input_fired_time: 0.0724115148, output_fired_time: 0.0000000000, propagate_forward_time: 4.4114708900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2797203064
validation[          , genome  5814] predictions:    9680/  10000 (96.80%), best:    9680/10000 (96.80%), error:      1068.39172, best error:      1068.39172 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 56.4180259705s, input_fired_time: 0.6873868704, output_fired_time: 0.4245672524, propagate_forward_time: 21.7401847839, propagate_backward_time: 31.9857044220, weight_update_time: 0.0654946566, other_time: 1.5801830292
epoch time: 4.5622205734s, input_fired_time: 0.0720592886, output_fired_time: 0.0000000000, propagate_forward_time: 4.2185153961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2716460228
validation[          , genome  5814] predictions:    9621/  10000 (96.21%), best:    9680/10000 (96.80%), error:      1284.52515, best error:      1068.39172 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 55.7310562134s, input_fired_time: 0.6878111362, output_fired_time: 0.4169386923, propagate_forward_time: 21.4686355591, propagate_backward_time: 31.5745944977, weight_update_time: 0.0653971806, other_time: 1.5830745697
epoch time: 4.7038736343s, input_fired_time: 0.0731856227, output_fired_time: 0.0000000000, propagate_forward_time: 4.3532276154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2774605751
validation[          , genome  5814] predictions:    9685/  10000 (96.85%), best:    9680/10000 (96.80%), error:      1117.04675, best error:      1068.39172 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 56.0278701782s, input_fired_time: 0.6895865202, output_fired_time: 0.4223079383, propagate_forward_time: 21.6345348358, propagate_backward_time: 31.6960201263, weight_update_time: 0.0646160021, other_time: 1.5854206085
epoch time: 5.5715498924s, input_fired_time: 0.0834637955, output_fired_time: 0.0000000000, propagate_forward_time: 5.1674098969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3206763268
validation[          , genome  5814] predictions:    9667/  10000 (96.67%), best:    9680/10000 (96.80%), error:      1106.77112, best error:      1068.39172 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 54.8302421570s, input_fired_time: 0.6768833399, output_fired_time: 0.4171496332, propagate_forward_time: 21.0527076721, propagate_backward_time: 31.1429672241, weight_update_time: 0.0638173595, other_time: 1.5405349731
epoch time: 4.6591653824s, input_fired_time: 0.0706570297, output_fired_time: 0.0000000000, propagate_forward_time: 4.3147740364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2737340927
validation[          , genome  5814] predictions:    9596/  10000 (95.96%), best:    9680/10000 (96.80%), error:      1286.59131, best error:      1068.39172 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 56.8183097839s, input_fired_time: 0.6937458515, output_fired_time: 0.4268545806, propagate_forward_time: 21.9090423584, propagate_backward_time: 32.1777038574, weight_update_time: 0.0668763369, other_time: 1.6109657288
epoch time: 5.9166879654s, input_fired_time: 0.0866534859, output_fired_time: 0.0000000000, propagate_forward_time: 5.4943928719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3356413841
validation[          , genome  5814] predictions:    9623/  10000 (96.23%), best:    9680/10000 (96.80%), error:      1215.71814, best error:      1068.39172 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 54.2802314758s, input_fired_time: 0.6835183501, output_fired_time: 0.4128216803, propagate_forward_time: 20.8608627319, propagate_backward_time: 30.7398853302, weight_update_time: 0.0653457791, other_time: 1.5831432343
epoch time: 4.4680824280s, input_fired_time: 0.0711856484, output_fired_time: 0.0000000000, propagate_forward_time: 4.1270332336, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2698636055
validation[          , genome  5814] predictions:    9691/  10000 (96.91%), best:    9691/10000 (96.91%), error:      1045.34814, best error:      1045.34814 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 54.1783981323s, input_fired_time: 0.6874347925, output_fired_time: 0.4129824936, propagate_forward_time: 20.8184547424, propagate_backward_time: 30.6463851929, weight_update_time: 0.0666214377, other_time: 1.6131401062
epoch time: 4.6244759560s, input_fired_time: 0.0720322207, output_fired_time: 0.0000000000, propagate_forward_time: 4.2768487930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2755947113
validation[          , genome  5814] predictions:    9697/  10000 (96.97%), best:    9697/10000 (96.97%), error:      1040.02368, best error:      1040.02368 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 56.8776245117s, input_fired_time: 0.6882233024, output_fired_time: 0.4281587899, propagate_forward_time: 21.8370037079, propagate_backward_time: 32.2904739380, weight_update_time: 0.0660182163, other_time: 1.6337661743
epoch time: 4.7619481087s, input_fired_time: 0.0751151666, output_fired_time: 0.0000000000, propagate_forward_time: 4.3987712860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2880616188
validation[          , genome  5814] predictions:    9667/  10000 (96.67%), best:    9697/10000 (96.97%), error:      1068.92554, best error:      1040.02368 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 55.5578308105s, input_fired_time: 0.6930767298, output_fired_time: 0.4206943214, propagate_forward_time: 21.3920364380, propagate_backward_time: 31.4331321716, weight_update_time: 0.0682689175, other_time: 1.6188926697
epoch time: 4.5438466072s, input_fired_time: 0.0710470974, output_fired_time: 0.0000000000, propagate_forward_time: 4.2011833191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2716159821
validation[          , genome  5814] predictions:    9604/  10000 (96.04%), best:    9697/10000 (96.97%), error:      1215.22363, best error:      1040.02368 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 54.7315406799s, input_fired_time: 0.6864839196, output_fired_time: 0.4183970690, propagate_forward_time: 21.0104675293, propagate_backward_time: 31.0438060760, weight_update_time: 0.0669320151, other_time: 1.5723857880
epoch time: 4.4636263847s, input_fired_time: 0.0717508197, output_fired_time: 0.0000000000, propagate_forward_time: 4.1271281242, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2647476196
validation[          , genome  5814] predictions:    9653/  10000 (96.53%), best:    9697/10000 (96.97%), error:      1102.54846, best error:      1040.02368 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 57.0171394348s, input_fired_time: 0.7077937722, output_fired_time: 0.4301545918, propagate_forward_time: 21.9013309479, propagate_backward_time: 32.3776817322, weight_update_time: 0.0689716861, other_time: 1.6001777649
epoch time: 4.5582861900s, input_fired_time: 0.0726059750, output_fired_time: 0.0000000000, propagate_forward_time: 4.2142043114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2714757919
validation[          , genome  5814] predictions:    9651/  10000 (96.51%), best:    9697/10000 (96.97%), error:      1137.52441, best error:      1040.02368 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 55.5634841919s, input_fired_time: 0.6965893507, output_fired_time: 0.4214777350, propagate_forward_time: 21.4607448578, propagate_backward_time: 31.4089164734, weight_update_time: 0.0674896315, other_time: 1.5757560730
epoch time: 4.5980176926s, input_fired_time: 0.0737746507, output_fired_time: 0.0000000000, propagate_forward_time: 4.2501111031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2741317749
validation[          , genome  5814] predictions:    9657/  10000 (96.57%), best:    9697/10000 (96.97%), error:      1076.99805, best error:      1040.02368 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 57.5737533569s, input_fired_time: 0.7081075907, output_fired_time: 0.4325132370, propagate_forward_time: 22.2192802429, propagate_backward_time: 32.5867347717, weight_update_time: 0.0695876032, other_time: 1.6271171570
epoch time: 5.9992756844s, input_fired_time: 0.0883134231, output_fired_time: 0.0000000000, propagate_forward_time: 5.5810966492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3298654556
validation[          , genome  5814] predictions:    9689/  10000 (96.89%), best:    9697/10000 (96.97%), error:      1085.11536, best error:      1040.02368 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 57.7592468262s, input_fired_time: 0.7107796669, output_fired_time: 0.4309865832, propagate_forward_time: 22.3603668213, propagate_backward_time: 32.6431350708, weight_update_time: 0.0698457733, other_time: 1.6139755249
epoch time: 4.5698623657s, input_fired_time: 0.0741485506, output_fired_time: 0.0000000000, propagate_forward_time: 4.2272663116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2684473991
validation[          , genome  5814] predictions:    9664/  10000 (96.64%), best:    9697/10000 (96.97%), error:      1060.95435, best error:      1040.02368 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 55.3291740417s, input_fired_time: 0.6903072596, output_fired_time: 0.4187525213, propagate_forward_time: 21.2455539703, propagate_backward_time: 31.4150619507, weight_update_time: 0.0675297752, other_time: 1.5595016479
epoch time: 4.6009545326s, input_fired_time: 0.0741494000, output_fired_time: 0.0000000000, propagate_forward_time: 4.2488827705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2779221535
validation[          , genome  5814] predictions:    9635/  10000 (96.35%), best:    9697/10000 (96.97%), error:      1293.08521, best error:      1040.02368 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 54.0920104980s, input_fired_time: 0.6832774878, output_fired_time: 0.4081275165, propagate_forward_time: 20.7840385437, propagate_backward_time: 30.6780548096, weight_update_time: 0.0669985041, other_time: 1.5385131836
epoch time: 4.5515775681s, input_fired_time: 0.0734171569, output_fired_time: 0.0000000000, propagate_forward_time: 4.2096924782, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2684679031
validation[          , genome  5814] predictions:    9695/  10000 (96.95%), best:    9695/10000 (96.95%), error:      1029.12256, best error:      1029.12256 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 55.5753364563s, input_fired_time: 0.6960831285, output_fired_time: 0.4210275710, propagate_forward_time: 21.5126152039, propagate_backward_time: 31.3638134003, weight_update_time: 0.0683404356, other_time: 1.5817966461
epoch time: 4.5467114449s, input_fired_time: 0.0736734569, output_fired_time: 0.0000000000, propagate_forward_time: 4.1999921799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2730460167
validation[          , genome  5814] predictions:    9653/  10000 (96.53%), best:    9695/10000 (96.95%), error:      1098.54114, best error:      1029.12256 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 54.4572257996s, input_fired_time: 0.6837175488, output_fired_time: 0.4115769565, propagate_forward_time: 20.9943237305, propagate_backward_time: 30.8074398041, weight_update_time: 0.0670881942, other_time: 1.5601711273
epoch time: 4.5385336876s, input_fired_time: 0.0733766854, output_fired_time: 0.0000000000, propagate_forward_time: 4.1957473755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2694096565
validation[          , genome  5814] predictions:    9663/  10000 (96.63%), best:    9695/10000 (96.95%), error:      1084.98779, best error:      1029.12256 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 55.8253479004s, input_fired_time: 0.6981599331, output_fired_time: 0.4202274978, propagate_forward_time: 21.4646301270, propagate_backward_time: 31.6541996002, weight_update_time: 0.0682861954, other_time: 1.5881328583
epoch time: 4.6624078751s, input_fired_time: 0.0743153542, output_fired_time: 0.0000000000, propagate_forward_time: 4.3132557869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2748365402
validation[          , genome  5814] predictions:    9640/  10000 (96.40%), best:    9695/10000 (96.95%), error:      1194.03467, best error:      1029.12256 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 57.0345840454s, input_fired_time: 0.7072311640, output_fired_time: 0.4282785356, propagate_forward_time: 22.0069313049, propagate_backward_time: 32.2728919983, weight_update_time: 0.0691324472, other_time: 1.6192512512
epoch time: 4.7576870918s, input_fired_time: 0.0774759054, output_fired_time: 0.0000000000, propagate_forward_time: 4.3995437622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2806673050
validation[          , genome  5814] predictions:    9688/  10000 (96.88%), best:    9695/10000 (96.95%), error:      1055.65112, best error:      1029.12256 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 57.7505302429s, input_fired_time: 0.7143639922, output_fired_time: 0.4318018854, propagate_forward_time: 22.2170429230, propagate_backward_time: 32.7341461182, weight_update_time: 0.0703365207, other_time: 1.6531753540
epoch time: 4.5012927055s, input_fired_time: 0.0731435344, output_fired_time: 0.0000000000, propagate_forward_time: 4.1609497070, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2671995163
validation[          , genome  5814] predictions:    9690/  10000 (96.90%), best:    9690/10000 (96.90%), error:       996.77521, best error:       996.77521 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 55.2970314026s, input_fired_time: 0.6959329247, output_fired_time: 0.4194420576, propagate_forward_time: 21.2328567505, propagate_backward_time: 31.3859481812, weight_update_time: 0.0680895820, other_time: 1.5628509521
epoch time: 4.6706004143s, input_fired_time: 0.0752625614, output_fired_time: 0.0000000000, propagate_forward_time: 4.3134584427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2818794250
validation[          , genome  5814] predictions:    9692/  10000 (96.92%), best:    9690/10000 (96.90%), error:      1013.30304, best error:       996.77521 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 59.3741683960s, input_fired_time: 0.7214107513, output_fired_time: 0.4399450719, propagate_forward_time: 22.9111289978, propagate_backward_time: 33.6408271790, weight_update_time: 0.0695614815, other_time: 1.6608543396
epoch time: 4.9437103271s, input_fired_time: 0.0756865665, output_fired_time: 0.0000000000, propagate_forward_time: 4.5773100853, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2907137871
validation[          , genome  5814] predictions:    9647/  10000 (96.47%), best:    9690/10000 (96.90%), error:      1128.52185, best error:       996.77521 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 56.4202728271s, input_fired_time: 0.7071915269, output_fired_time: 0.4218960106, propagate_forward_time: 21.7147941589, propagate_backward_time: 31.9677581787, weight_update_time: 0.0670490712, other_time: 1.6086311340
epoch time: 4.6126451492s, input_fired_time: 0.0771671161, output_fired_time: 0.0000000000, propagate_forward_time: 4.2561411858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2793369293
validation[          , genome  5814] predictions:    9617/  10000 (96.17%), best:    9690/10000 (96.90%), error:      1238.56006, best error:       996.77521 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 56.0007705688s, input_fired_time: 0.7238728404, output_fired_time: 0.4197610915, propagate_forward_time: 21.4778919220, propagate_backward_time: 31.7460880280, weight_update_time: 0.0687187761, other_time: 1.6331539154
epoch time: 4.5671000481s, input_fired_time: 0.0760948211, output_fired_time: 0.0000000000, propagate_forward_time: 4.2134017944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2776036263
validation[          , genome  5814] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       963.19568, best error:       963.19568 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 55.8020858765s, input_fired_time: 0.7281839848, output_fired_time: 0.4177224934, propagate_forward_time: 21.5346088409, propagate_backward_time: 31.4904403687, weight_update_time: 0.0684291795, other_time: 1.6311340332
epoch time: 4.6318087578s, input_fired_time: 0.0758249164, output_fired_time: 0.0000000000, propagate_forward_time: 4.2772369385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2787470818
validation[          , genome  5814] predictions:    9706/  10000 (97.06%), best:    9728/10000 (97.28%), error:       981.73901, best error:       963.19568 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 57.5032806396s, input_fired_time: 0.7326129675, output_fired_time: 0.4301834106, propagate_forward_time: 22.1173934937, propagate_backward_time: 32.5660514832, weight_update_time: 0.0698294118, other_time: 1.6570396423
epoch time: 4.6856417656s, input_fired_time: 0.0748645589, output_fired_time: 0.0000000000, propagate_forward_time: 4.3312859535, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2794914246
validation[          , genome  5814] predictions:    9690/  10000 (96.90%), best:    9728/10000 (97.28%), error:      1009.85706, best error:       963.19568 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 58.3835067749s, input_fired_time: 0.7177506685, output_fired_time: 0.4363511205, propagate_forward_time: 22.6334724426, propagate_backward_time: 32.9452667236, weight_update_time: 0.0692826286, other_time: 1.6506652832
epoch time: 4.4987993240s, input_fired_time: 0.0720153451, output_fired_time: 0.0000000000, propagate_forward_time: 4.1502604485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2765235901
validation[          , genome  5814] predictions:    9673/  10000 (96.73%), best:    9728/10000 (97.28%), error:      1022.73389, best error:       963.19568 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 57.4915084839s, input_fired_time: 0.7127221227, output_fired_time: 0.4279346466, propagate_forward_time: 22.1725215912, propagate_backward_time: 32.5469245911, weight_update_time: 0.0672488511, other_time: 1.6314048767
epoch time: 4.5203547478s, input_fired_time: 0.0726394877, output_fired_time: 0.0000000000, propagate_forward_time: 4.1785802841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2691349983
validation[          , genome  5814] predictions:    9644/  10000 (96.44%), best:    9728/10000 (97.28%), error:      1168.31323, best error:       963.19568 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 58.3172874451s, input_fired_time: 0.7152347565, output_fired_time: 0.4338078797, propagate_forward_time: 22.4725933075, propagate_backward_time: 33.0656280518, weight_update_time: 0.0684849620, other_time: 1.6300201416
epoch time: 4.9784741402s, input_fired_time: 0.0781838074, output_fired_time: 0.0000000000, propagate_forward_time: 4.6089501381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2913403511
validation[          , genome  5814] predictions:    9681/  10000 (96.81%), best:    9728/10000 (97.28%), error:      1061.70728, best error:       963.19568 on epoch:    48, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 60.1853637695s, input_fired_time: 0.7305814028, output_fired_time: 0.4464708865, propagate_forward_time: 23.3082923889, propagate_backward_time: 34.0350112915, weight_update_time: 0.0703539848, other_time: 1.6650047302
epoch time: 4.5981941223s, input_fired_time: 0.0749515817, output_fired_time: 0.0000000000, propagate_forward_time: 4.2478637695, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2753787041
validation[          , genome  5814] predictions:    9697/  10000 (96.97%), best:    9697/10000 (96.97%), error:       960.06891, best error:       960.06891 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 55.9823760986s, input_fired_time: 0.7019870877, output_fired_time: 0.4206268191, propagate_forward_time: 21.5192718506, propagate_backward_time: 31.7702751160, weight_update_time: 0.0677498579, other_time: 1.5702133179
epoch time: 4.5028648376s, input_fired_time: 0.0727451891, output_fired_time: 0.0000000000, propagate_forward_time: 4.1647491455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2653703690
validation[          , genome  5814] predictions:    9671/  10000 (96.71%), best:    9697/10000 (96.97%), error:      1053.09180, best error:       960.06891 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 54.4843978882s, input_fired_time: 0.6870246530, output_fired_time: 0.4132592380, propagate_forward_time: 20.9367599487, propagate_backward_time: 30.9337902069, weight_update_time: 0.0668517947, other_time: 1.5135669708
epoch time: 4.4671640396s, input_fired_time: 0.0721035451, output_fired_time: 0.0000000000, propagate_forward_time: 4.1312451363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2638154030
validation[          , genome  5814] predictions:    9629/  10000 (96.29%), best:    9697/10000 (96.97%), error:      1215.26489, best error:       960.06891 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 54.2494506836s, input_fired_time: 0.6886481643, output_fired_time: 0.4127258658, propagate_forward_time: 20.8883571625, propagate_backward_time: 30.7310848236, weight_update_time: 0.0671002790, other_time: 1.5286350250
epoch time: 4.4855022430s, input_fired_time: 0.0729193985, output_fired_time: 0.0000000000, propagate_forward_time: 4.1466884613, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2658944130
validation[          , genome  5814] predictions:    9694/  10000 (96.94%), best:    9697/10000 (96.97%), error:       997.35181, best error:       960.06891 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 55.5092887878s, input_fired_time: 0.6960332990, output_fired_time: 0.4229387939, propagate_forward_time: 21.2878952026, propagate_backward_time: 31.5696239471, weight_update_time: 0.0682713687, other_time: 1.5327968597
epoch time: 4.5628895760s, input_fired_time: 0.0732657984, output_fired_time: 0.0000000000, propagate_forward_time: 4.2237925529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2658309937
validation[          , genome  5814] predictions:    9675/  10000 (96.75%), best:    9697/10000 (96.97%), error:      1077.27185, best error:       960.06891 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 60.9514694214s, input_fired_time: 0.7288554907, output_fired_time: 0.4521785676, propagate_forward_time: 23.4172344208, propagate_backward_time: 34.7167510986, weight_update_time: 0.0718043670, other_time: 1.6364517212
epoch time: 5.0239529610s, input_fired_time: 0.0803229660, output_fired_time: 0.0000000000, propagate_forward_time: 4.6513948441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2922353745
validation[          , genome  5814] predictions:    9651/  10000 (96.51%), best:    9697/10000 (96.97%), error:      1118.75159, best error:       960.06891 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 57.0359497070s, input_fired_time: 0.7251902223, output_fired_time: 0.4244131744, propagate_forward_time: 22.0156421661, propagate_backward_time: 32.2708435059, weight_update_time: 0.0697337836, other_time: 1.5998611450
epoch time: 4.7451276779s, input_fired_time: 0.0772100464, output_fired_time: 0.0000000000, propagate_forward_time: 4.3844852448, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2834324837
validation[          , genome  5814] predictions:    9688/  10000 (96.88%), best:    9697/10000 (96.97%), error:      1019.16321, best error:       960.06891 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 56.0850753784s, input_fired_time: 0.7207448483, output_fired_time: 0.4185357690, propagate_forward_time: 21.5279884338, propagate_backward_time: 31.8308277130, weight_update_time: 0.0690307245, other_time: 1.5869770050
epoch time: 4.9955453873s, input_fired_time: 0.0809863433, output_fired_time: 0.0000000000, propagate_forward_time: 4.6216669083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2928919792
validation[          , genome  5814] predictions:    9656/  10000 (96.56%), best:    9697/10000 (96.97%), error:      1057.21826, best error:       960.06891 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 56.0492897034s, input_fired_time: 0.7190132141, output_fired_time: 0.4213626087, propagate_forward_time: 21.5449733734, propagate_backward_time: 31.7748699188, weight_update_time: 0.0685982555, other_time: 1.5890674591
epoch time: 4.8222050667s, input_fired_time: 0.0764334351, output_fired_time: 0.0000000000, propagate_forward_time: 4.4591355324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2866358757
validation[          , genome  5814] predictions:    9633/  10000 (96.33%), best:    9697/10000 (96.97%), error:      1130.51306, best error:       960.06891 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 56.5211105347s, input_fired_time: 0.7232913375, output_fired_time: 0.4216918945, propagate_forward_time: 21.7120323181, propagate_backward_time: 32.0682487488, weight_update_time: 0.0687223449, other_time: 1.5958480835
epoch time: 4.6719245911s, input_fired_time: 0.0746756345, output_fired_time: 0.0000000000, propagate_forward_time: 4.3235321045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2737169266
validation[          , genome  5814] predictions:    9704/  10000 (97.04%), best:    9697/10000 (96.97%), error:       977.60443, best error:       960.06891 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 55.0417556763s, input_fired_time: 0.6986724734, output_fired_time: 0.4178907275, propagate_forward_time: 21.1981906891, propagate_backward_time: 31.1860275269, weight_update_time: 0.0671948493, other_time: 1.5409698486
epoch time: 4.5501627922s, input_fired_time: 0.0738004744, output_fired_time: 0.0000000000, propagate_forward_time: 4.2088294029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2675328255
validation[          , genome  5814] predictions:    9643/  10000 (96.43%), best:    9697/10000 (96.97%), error:      1148.92346, best error:       960.06891 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 56.9464416504s, input_fired_time: 0.7117190361, output_fired_time: 0.4265366197, propagate_forward_time: 21.9962253571, propagate_backward_time: 32.2292404175, weight_update_time: 0.0688341260, other_time: 1.5827178955
epoch time: 4.4830236435s, input_fired_time: 0.0732089505, output_fired_time: 0.0000000000, propagate_forward_time: 4.1428713799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2669434547
validation[          , genome  5814] predictions:    9637/  10000 (96.37%), best:    9697/10000 (96.97%), error:      1132.86646, best error:       960.06891 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 57.0360107422s, input_fired_time: 0.7153890133, output_fired_time: 0.4252560735, propagate_forward_time: 21.9701461792, propagate_backward_time: 32.3330841064, weight_update_time: 0.0693510994, other_time: 1.5921363831
epoch time: 4.6222252846s, input_fired_time: 0.0748912767, output_fired_time: 0.0000000000, propagate_forward_time: 4.2761564255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2711777687
validation[          , genome  5814] predictions:    9703/  10000 (97.03%), best:    9697/10000 (96.97%), error:      1004.73322, best error:       960.06891 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 57.1422576904s, input_fired_time: 0.7213595510, output_fired_time: 0.4259109497, propagate_forward_time: 22.0294475555, propagate_backward_time: 32.3479156494, weight_update_time: 0.0669066533, other_time: 1.6176223755
epoch time: 4.4743580818s, input_fired_time: 0.0743846521, output_fired_time: 0.0000000000, propagate_forward_time: 4.1280674934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2719058990
validation[          , genome  5814] predictions:    9719/  10000 (97.19%), best:    9719/10000 (97.19%), error:       947.26367, best error:       947.26367 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 58.2999610901s, input_fired_time: 0.7253453732, output_fired_time: 0.4303217828, propagate_forward_time: 22.4622764587, propagate_backward_time: 33.0635185242, weight_update_time: 0.0695939139, other_time: 1.6184997559
epoch time: 4.6963667870s, input_fired_time: 0.0757684335, output_fired_time: 0.0000000000, propagate_forward_time: 4.3414759636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2791223526
validation[          , genome  5814] predictions:    9690/  10000 (96.90%), best:    9719/10000 (97.19%), error:       999.64111, best error:       947.26367 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 61.9876365662s, input_fired_time: 0.7487569451, output_fired_time: 0.4539573193, propagate_forward_time: 23.9691390991, propagate_backward_time: 35.1200828552, weight_update_time: 0.0719440281, other_time: 1.6957015991
epoch time: 4.6439728737s, input_fired_time: 0.0751803443, output_fired_time: 0.0000000000, propagate_forward_time: 4.2969036102, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2718887329
validation[          , genome  5814] predictions:    9683/  10000 (96.83%), best:    9719/10000 (97.19%), error:      1021.32300, best error:       947.26367 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 54.6282424927s, input_fired_time: 0.6939867735, output_fired_time: 0.4093464017, propagate_forward_time: 21.0286293030, propagate_backward_time: 30.9698963165, weight_update_time: 0.0673381761, other_time: 1.5263843536
epoch time: 4.4642000198s, input_fired_time: 0.0740012228, output_fired_time: 0.0000000000, propagate_forward_time: 4.1270456314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2631530762
validation[          , genome  5814] predictions:    9670/  10000 (96.70%), best:    9719/10000 (97.19%), error:      1051.61890, best error:       947.26367 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 55.4082603455s, input_fired_time: 0.7041611671, output_fired_time: 0.4148328900, propagate_forward_time: 21.3435535431, propagate_backward_time: 31.3988819122, weight_update_time: 0.0660986230, other_time: 1.5468273163
epoch time: 4.4658355713s, input_fired_time: 0.0732954815, output_fired_time: 0.0000000000, propagate_forward_time: 4.1253323555, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2672076225
validation[          , genome  5814] predictions:    9688/  10000 (96.88%), best:    9719/10000 (97.19%), error:       985.67780, best error:       947.26367 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 54.5443191528s, input_fired_time: 0.6978722215, output_fired_time: 0.4109086394, propagate_forward_time: 20.9462699890, propagate_backward_time: 30.9399528503, weight_update_time: 0.0653045326, other_time: 1.5493164062
epoch time: 4.9932594299s, input_fired_time: 0.0799747109, output_fired_time: 0.0000000000, propagate_forward_time: 4.6240038872, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2892808914
validation[          , genome  5814] predictions:    9699/  10000 (96.99%), best:    9719/10000 (97.19%), error:      1012.95264, best error:       947.26367 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 56.4388961792s, input_fired_time: 0.7141809464, output_fired_time: 0.4208495915, propagate_forward_time: 21.7689704895, propagate_backward_time: 31.9475650787, weight_update_time: 0.0688199028, other_time: 1.5873317719
epoch time: 4.8227539062s, input_fired_time: 0.0782761350, output_fired_time: 0.0000000000, propagate_forward_time: 4.4624156952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2820620537
validation[          , genome  5814] predictions:    9694/  10000 (96.94%), best:    9719/10000 (97.19%), error:      1034.67114, best error:       947.26367 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 56.6738395691s, input_fired_time: 0.7156526446, output_fired_time: 0.4236213863, propagate_forward_time: 21.9099159241, propagate_backward_time: 32.0377655029, weight_update_time: 0.0695692226, other_time: 1.5868835449
epoch time: 4.6027173996s, input_fired_time: 0.0758625641, output_fired_time: 0.0000000000, propagate_forward_time: 4.2554845810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2713704109
validation[          , genome  5814] predictions:    9687/  10000 (96.87%), best:    9719/10000 (97.19%), error:       990.19861, best error:       947.26367 on epoch:    67, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 55.7199592590s, input_fired_time: 0.7085337043, output_fired_time: 0.4157802463, propagate_forward_time: 21.5079002380, propagate_backward_time: 31.5391082764, weight_update_time: 0.0682749152, other_time: 1.5486373901
epoch time: 4.5099544525s, input_fired_time: 0.0744201392, output_fired_time: 0.0000000000, propagate_forward_time: 4.1686277390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2669067383
validation[          , genome  5814] predictions:    9670/  10000 (96.70%), best:    9719/10000 (97.19%), error:      1083.50671, best error:       947.26367 on epoch:    67, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 54.6040496826s, input_fired_time: 0.7004281878, output_fired_time: 0.4118705094, propagate_forward_time: 21.0569591522, propagate_backward_time: 30.8990592957, weight_update_time: 0.0678829849, other_time: 1.5357322693
epoch time: 4.4617066383s, input_fired_time: 0.0743909478, output_fired_time: 0.0000000000, propagate_forward_time: 4.1243500710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2629656792
validation[          , genome  5814] predictions:    9662/  10000 (96.62%), best:    9719/10000 (97.19%), error:      1036.21851, best error:       947.26367 on epoch:    67, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 55.1541252136s, input_fired_time: 0.7055510283, output_fired_time: 0.4142164588, propagate_forward_time: 21.2364025116, propagate_backward_time: 31.2604637146, weight_update_time: 0.0680166930, other_time: 1.5374946594
epoch time: 4.7657780647s, input_fired_time: 0.0775967017, output_fired_time: 0.0000000000, propagate_forward_time: 4.4086995125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2794818878
validation[          , genome  5814] predictions:    9679/  10000 (96.79%), best:    9719/10000 (97.19%), error:      1082.01160, best error:       947.26367 on epoch:    67, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 55.4087028503s, input_fired_time: 0.7064127922, output_fired_time: 0.4165519178, propagate_forward_time: 21.3834819794, propagate_backward_time: 31.3492755890, weight_update_time: 0.0676865950, other_time: 1.5529766083
epoch time: 4.6310744286s, input_fired_time: 0.0753221065, output_fired_time: 0.0000000000, propagate_forward_time: 4.2830638885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2726883888
validation[          , genome  5814] predictions:    9697/  10000 (96.97%), best:    9719/10000 (97.19%), error:       978.03015, best error:       947.26367 on epoch:    67, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 56.2286071777s, input_fired_time: 0.7143472433, output_fired_time: 0.4218188822, propagate_forward_time: 21.6960887909, propagate_backward_time: 31.8428630829, weight_update_time: 0.0680839270, other_time: 1.5534915924
epoch time: 4.6642451286s, input_fired_time: 0.0767319277, output_fired_time: 0.0000000000, propagate_forward_time: 4.3145155907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2729973793
validation[          , genome  5814] predictions:    9692/  10000 (96.92%), best:    9719/10000 (97.19%), error:       980.30463, best error:       947.26367 on epoch:    67, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 59.8799095154s, input_fired_time: 0.7406380773, output_fired_time: 0.4452135563, propagate_forward_time: 23.1558418274, propagate_backward_time: 33.8937034607, weight_update_time: 0.0714220330, other_time: 1.6445121765
epoch time: 4.8152737617s, input_fired_time: 0.0782900304, output_fired_time: 0.0000000000, propagate_forward_time: 4.4582014084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2787823677
validation[          , genome  5814] predictions:    9675/  10000 (96.75%), best:    9719/10000 (97.19%), error:      1017.37329, best error:       947.26367 on epoch:    67, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 55.5600814819s, input_fired_time: 0.7172880173, output_fired_time: 0.4161126614, propagate_forward_time: 21.3918075562, propagate_backward_time: 31.4619331360, weight_update_time: 0.0665836632, other_time: 1.5729408264
epoch time: 4.7785968781s, input_fired_time: 0.0792764425, output_fired_time: 0.0000000000, propagate_forward_time: 4.4206776619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2786426544
validation[          , genome  5814] predictions:    9698/  10000 (96.98%), best:    9719/10000 (97.19%), error:       949.58868, best error:       947.26367 on epoch:    67, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 55.4002685547s, input_fired_time: 0.7121301889, output_fired_time: 0.4165028334, propagate_forward_time: 21.3796310425, propagate_backward_time: 31.3309650421, weight_update_time: 0.0685749128, other_time: 1.5610370636
epoch time: 4.5277271271s, input_fired_time: 0.0759133548, output_fired_time: 0.0000000000, propagate_forward_time: 4.1842098236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2676038742
validation[          , genome  5814] predictions:    9724/  10000 (97.24%), best:    9724/10000 (97.24%), error:       905.36255, best error:       905.36255 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 54.4534645081s, input_fired_time: 0.7022383213, output_fired_time: 0.4105107784, propagate_forward_time: 20.9299983978, propagate_backward_time: 30.8835048676, weight_update_time: 0.0643874928, other_time: 1.5272083282
epoch time: 4.6333417892s, input_fired_time: 0.0768300295, output_fired_time: 0.0000000000, propagate_forward_time: 4.2814149857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2750968933
validation[          , genome  5814] predictions:    9698/  10000 (96.98%), best:    9724/10000 (97.24%), error:       963.86261, best error:       905.36255 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 55.6715583801s, input_fired_time: 0.7114620805, output_fired_time: 0.4222074449, propagate_forward_time: 21.3722019196, propagate_backward_time: 31.6153564453, weight_update_time: 0.0633476600, other_time: 1.5503311157
epoch time: 4.6320724487s, input_fired_time: 0.0765912458, output_fired_time: 0.0000000000, propagate_forward_time: 4.2849535942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2705278397
validation[          , genome  5814] predictions:    9691/  10000 (96.91%), best:    9724/10000 (97.24%), error:      1019.41931, best error:       905.36255 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 55.2479896545s, input_fired_time: 0.7086982131, output_fired_time: 0.4155990183, propagate_forward_time: 21.3280525208, propagate_backward_time: 31.2531204224, weight_update_time: 0.0635860860, other_time: 1.5425186157
epoch time: 4.4684662819s, input_fired_time: 0.0751244053, output_fired_time: 0.0000000000, propagate_forward_time: 4.1292290688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2641129494
validation[          , genome  5814] predictions:    9677/  10000 (96.77%), best:    9724/10000 (97.24%), error:       996.85413, best error:       905.36255 on epoch:    82, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 56.0057563782s, input_fired_time: 0.7135670185, output_fired_time: 0.4156436026, propagate_forward_time: 21.5818786621, propagate_backward_time: 31.7510490417, weight_update_time: 0.0639627650, other_time: 1.5436210632
epoch time: 4.6459746361s, input_fired_time: 0.0770489499, output_fired_time: 0.0000000000, propagate_forward_time: 4.2966737747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2722520828
validation[          , genome  5814] predictions:    9686/  10000 (96.86%), best:    9724/10000 (97.24%), error:      1017.09430, best error:       905.36255 on epoch:    82, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 56.5796012878s, input_fired_time: 0.7184736133, output_fired_time: 0.4238685071, propagate_forward_time: 21.8978595734, propagate_backward_time: 31.9796943665, weight_update_time: 0.0651995018, other_time: 1.5597038269
epoch time: 4.6581892967s, input_fired_time: 0.0768393427, output_fired_time: 0.0000000000, propagate_forward_time: 4.2994718552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2818779945
validation[          , genome  5814] predictions:    9711/  10000 (97.11%), best:    9724/10000 (97.24%), error:       973.34302, best error:       905.36255 on epoch:    82, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 54.9786643982s, input_fired_time: 0.7125098705, output_fired_time: 0.4128524959, propagate_forward_time: 21.1455955505, propagate_backward_time: 31.1617851257, weight_update_time: 0.0645730868, other_time: 1.5459213257
epoch time: 4.8095736504s, input_fired_time: 0.0779875666, output_fired_time: 0.0000000000, propagate_forward_time: 4.4510593414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2805266380
validation[          , genome  5814] predictions:    9680/  10000 (96.80%), best:    9724/10000 (97.24%), error:      1036.03760, best error:       905.36255 on epoch:    82, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 55.1077232361s, input_fired_time: 0.7042253017, output_fired_time: 0.4168961048, propagate_forward_time: 21.2076892853, propagate_backward_time: 31.2471656799, weight_update_time: 0.0633677840, other_time: 1.5317497253
epoch time: 4.6900525093s, input_fired_time: 0.0777553767, output_fired_time: 0.0000000000, propagate_forward_time: 4.3365554810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2757415771
validation[          , genome  5814] predictions:    9670/  10000 (96.70%), best:    9724/10000 (97.24%), error:      1053.43188, best error:       905.36255 on epoch:    82, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 56.4653625488s, input_fired_time: 0.7205426693, output_fired_time: 0.4210879505, propagate_forward_time: 21.8233089447, propagate_backward_time: 31.9491367340, weight_update_time: 0.0643879697, other_time: 1.5512828827
epoch time: 4.6175694466s, input_fired_time: 0.0765197277, output_fired_time: 0.0000000000, propagate_forward_time: 4.2688207626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2722291946
validation[          , genome  5814] predictions:    9684/  10000 (96.84%), best:    9724/10000 (97.24%), error:      1068.26733, best error:       905.36255 on epoch:    82, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 57.5072708130s, input_fired_time: 0.7283640504, output_fired_time: 0.4279357791, propagate_forward_time: 22.1613216400, propagate_backward_time: 32.5957717896, weight_update_time: 0.0663433224, other_time: 1.5938796997
epoch time: 4.5441026688s, input_fired_time: 0.0773738027, output_fired_time: 0.0000000000, propagate_forward_time: 4.1976332664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2690954208
validation[          , genome  5814] predictions:    9701/  10000 (97.01%), best:    9724/10000 (97.24%), error:       982.59113, best error:       905.36255 on epoch:    82, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 54.1586875916s, input_fired_time: 0.7072159648, output_fired_time: 0.4061288536, propagate_forward_time: 20.8128490448, propagate_backward_time: 30.6987380981, weight_update_time: 0.0634691119, other_time: 1.5337600708
epoch time: 4.5164823532s, input_fired_time: 0.0779919773, output_fired_time: 0.0000000000, propagate_forward_time: 4.1634941101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2749962807
validation[          , genome  5814] predictions:    9711/  10000 (97.11%), best:    9724/10000 (97.24%), error:       966.58459, best error:       905.36255 on epoch:    82, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 54.2374458313s, input_fired_time: 0.7143574953, output_fired_time: 0.4106599092, propagate_forward_time: 20.8462181091, propagate_backward_time: 30.6945037842, weight_update_time: 0.0651819333, other_time: 1.5717048645
epoch time: 4.5972194672s, input_fired_time: 0.0762962401, output_fired_time: 0.0000000000, propagate_forward_time: 4.2502355576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2706875801
validation[          , genome  5814] predictions:    9675/  10000 (96.75%), best:    9724/10000 (97.24%), error:      1036.96326, best error:       905.36255 on epoch:    82, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 56.4601135254s, input_fired_time: 0.7190562487, output_fired_time: 0.4228224456, propagate_forward_time: 21.7734546661, propagate_backward_time: 31.9821529388, weight_update_time: 0.0644814223, other_time: 1.5626316071
epoch time: 4.5743589401s, input_fired_time: 0.0762777254, output_fired_time: 0.0000000000, propagate_forward_time: 4.2238950729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2741861343
validation[          , genome  5814] predictions:    9678/  10000 (96.78%), best:    9724/10000 (97.24%), error:      1031.26379, best error:       905.36255 on epoch:    82, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 55.9848937988s, input_fired_time: 0.7163946033, output_fired_time: 0.4202295840, propagate_forward_time: 21.4331359863, propagate_backward_time: 31.8678798676, weight_update_time: 0.0634792894, other_time: 1.5472507477
epoch time: 4.4752283096s, input_fired_time: 0.0750642270, output_fired_time: 0.0000000000, propagate_forward_time: 4.1367359161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2634282112
validation[          , genome  5814] predictions:    9708/  10000 (97.08%), best:    9724/10000 (97.24%), error:       955.26715, best error:       905.36255 on epoch:    82, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 54.8657112122s, input_fired_time: 0.7101709247, output_fired_time: 0.4176748097, propagate_forward_time: 21.1281776428, propagate_backward_time: 31.0967750549, weight_update_time: 0.0626455173, other_time: 1.5129127502
epoch time: 4.5487155914s, input_fired_time: 0.0766693503, output_fired_time: 0.0000000000, propagate_forward_time: 4.2030038834, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2690424919
validation[          , genome  5814] predictions:    9707/  10000 (97.07%), best:    9724/10000 (97.24%), error:       966.91931, best error:       905.36255 on epoch:    82, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 55.0004348755s, input_fired_time: 0.7053571343, output_fired_time: 0.4170261919, propagate_forward_time: 21.1368732452, propagate_backward_time: 31.2431449890, weight_update_time: 0.0625268742, other_time: 1.4980354309
epoch time: 4.5190143585s, input_fired_time: 0.0762319565, output_fired_time: 0.0000000000, propagate_forward_time: 4.1791739464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2636084557
validation[          , genome  5814] predictions:    9728/  10000 (97.28%), best:    9724/10000 (97.24%), error:       933.64557, best error:       905.36255 on epoch:    82, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 56.6605987549s, input_fired_time: 0.7194766998, output_fired_time: 0.4252769649, propagate_forward_time: 21.8189105988, propagate_backward_time: 32.1494750977, weight_update_time: 0.0643202960, other_time: 1.5474624634
epoch time: 4.4693431854s, input_fired_time: 0.0757527277, output_fired_time: 0.0000000000, propagate_forward_time: 4.1286535263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2649369240
validation[          , genome  5814] predictions:    9695/  10000 (96.95%), best:    9724/10000 (97.24%), error:       997.89252, best error:       905.36255 on epoch:    82, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 54.1263656616s, input_fired_time: 0.7060379982, output_fired_time: 0.4089212716, propagate_forward_time: 20.8419113159, propagate_backward_time: 30.6667518616, weight_update_time: 0.0621391945, other_time: 1.5027427673
epoch time: 4.4655599594s, input_fired_time: 0.0758368447, output_fired_time: 0.0000000000, propagate_forward_time: 4.1258525848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2638707161
validation[          , genome  5814] predictions:    9712/  10000 (97.12%), best:    9724/10000 (97.24%), error:       967.51788, best error:       905.36255 on epoch:    82, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 54.7881126404s, input_fired_time: 0.7111375928, output_fired_time: 0.4120520949, propagate_forward_time: 21.1972923279, propagate_backward_time: 30.9379272461, weight_update_time: 0.0627446324, other_time: 1.5297050476
epoch time: 4.6790733337s, input_fired_time: 0.0778263509, output_fired_time: 0.0000000000, propagate_forward_time: 4.3263344765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2749123573
validation[          , genome  5814] predictions:    9712/  10000 (97.12%), best:    9724/10000 (97.24%), error:       936.92651, best error:       905.36255 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: 23.2619171143s, input_fired_time: 0.3892138302, output_fired_time: 0.0000000000, propagate_forward_time: 21.4693355560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4033679962
best training[          , genome  5814] predictions:   49320/  50000 (98.64%), best:    9724/10000 (97.24%), error:      2532.35571, best error:       905.36255 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: 4.6408429146s, input_fired_time: 0.0757438391, output_fired_time: 0.0000000000, propagate_forward_time: 4.2826385498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2824606895
   testing[          , genome  5814] predictions:    9749/  10000 (97.49%), best:    9724/10000 (97.24%), error:       893.88226, best error:       905.36255 on epoch:    82, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:12:48 (5620): called boinc_finish(0)

</stderr_txt>
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