Nameexact_genome_1512568488_44_7068_0
Workunit2606676
Created7 Dec 2017, 23:40:41 UTC
Sent7 Dec 2017, 23:50:02 UTC
Report deadline15 Dec 2017, 8:44:43 UTC
Received8 Dec 2017, 4:52:09 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52176
Run time2 hours 8 min 29 sec
CPU time2 hours 7 min 22 sec
Validate stateValid
Credit1,842.83
Device peak FLOPS4.23 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size155.07 MB
Peak swap size158.45 MB
Peak disk usage1.88 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
_fired_time: 0.0918171555, output_fired_time: 0.0000000000, propagate_forward_time: 5.1448073387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2959270477
validation[          , genome  7068] predictions:    9698/  10000 (96.98%), best:    9727/10000 (97.27%), error:      1022.82599, best error:       976.83124 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 69.9683456421s, input_fired_time: 0.7571319342, output_fired_time: 0.6892407537, propagate_forward_time: 26.0455703735, propagate_backward_time: 40.7808570862, weight_update_time: 0.0861183554, other_time: 1.6955451965
epoch time: 5.5678453445s, input_fired_time: 0.0929566547, output_fired_time: 0.0000000000, propagate_forward_time: 5.1756210327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2992677689
validation[          , genome  7068] predictions:    9652/  10000 (96.52%), best:    9727/10000 (97.27%), error:      1101.52869, best error:       976.83124 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 69.6822586060s, input_fired_time: 0.7553910017, output_fired_time: 0.6850129962, propagate_forward_time: 25.8611412048, propagate_backward_time: 40.6808319092, weight_update_time: 0.0871906057, other_time: 1.6998786926
epoch time: 5.5717744827s, input_fired_time: 0.0930632353, output_fired_time: 0.0000000000, propagate_forward_time: 5.1796030998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2991080284
validation[          , genome  7068] predictions:    9662/  10000 (96.62%), best:    9727/10000 (97.27%), error:      1121.11646, best error:       976.83124 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 69.4997100830s, input_fired_time: 0.7572433352, output_fired_time: 0.6880217791, propagate_forward_time: 25.9180889130, propagate_backward_time: 40.4311904907, weight_update_time: 0.0872452185, other_time: 1.7051696777
epoch time: 5.6102795601s, input_fired_time: 0.0929144323, output_fired_time: 0.0000000000, propagate_forward_time: 5.2173151970, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3000497818
validation[          , genome  7068] predictions:    9655/  10000 (96.55%), best:    9727/10000 (97.27%), error:      1133.34521, best error:       976.83124 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 69.8687515259s, input_fired_time: 0.7572690845, output_fired_time: 0.6938830614, propagate_forward_time: 25.9740619659, propagate_backward_time: 40.7407836914, weight_update_time: 0.0871133432, other_time: 1.7027511597
epoch time: 5.5164871216s, input_fired_time: 0.0933518782, output_fired_time: 0.0000000000, propagate_forward_time: 5.1241192818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2990159988
validation[          , genome  7068] predictions:    9682/  10000 (96.82%), best:    9727/10000 (97.27%), error:      1020.41351, best error:       976.83124 on epoch:    11, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 70.1221847534s, input_fired_time: 0.7617029548, output_fired_time: 0.7004852295, propagate_forward_time: 26.0717430115, propagate_backward_time: 40.8724250793, weight_update_time: 0.0874131173, other_time: 1.7158279419
epoch time: 5.6608195305s, input_fired_time: 0.0950381085, output_fired_time: 0.0000000000, propagate_forward_time: 5.2575001717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3082814217
validation[          , genome  7068] predictions:    9689/  10000 (96.89%), best:    9727/10000 (97.27%), error:      1024.16736, best error:       976.83124 on epoch:    11, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 70.2964096069s, input_fired_time: 0.7654038072, output_fired_time: 0.6994069815, propagate_forward_time: 26.2079124451, propagate_backward_time: 40.9056434631, weight_update_time: 0.0883803144, other_time: 1.7180404663
epoch time: 5.5234918594s, input_fired_time: 0.0921129733, output_fired_time: 0.0000000000, propagate_forward_time: 5.1294827461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3018960953
validation[          , genome  7068] predictions:    9546/  10000 (95.46%), best:    9727/10000 (97.27%), error:      1461.91089, best error:       976.83124 on epoch:    11, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 69.4733276367s, input_fired_time: 0.7583310008, output_fired_time: 0.6915193200, propagate_forward_time: 25.8383331299, propagate_backward_time: 40.4883079529, weight_update_time: 0.0862339586, other_time: 1.6968345642
epoch time: 5.5996046066s, input_fired_time: 0.0930894837, output_fired_time: 0.0000000000, propagate_forward_time: 5.2062368393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3002781868
validation[          , genome  7068] predictions:    9698/  10000 (96.98%), best:    9727/10000 (97.27%), error:      1005.95007, best error:       976.83124 on epoch:    11, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 70.2467651367s, input_fired_time: 0.7651669979, output_fired_time: 0.6942477822, propagate_forward_time: 26.2331523895, propagate_backward_time: 40.8301467896, weight_update_time: 0.0884895548, other_time: 1.7240524292
epoch time: 5.5577597618s, input_fired_time: 0.0927004367, output_fired_time: 0.0000000000, propagate_forward_time: 5.1635575294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3015017509
validation[          , genome  7068] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       941.42682, best error:       941.42682 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 69.8070297241s, input_fired_time: 0.7591935992, output_fired_time: 0.6853792667, propagate_forward_time: 25.9649505615, propagate_backward_time: 40.6831169128, weight_update_time: 0.0870886371, other_time: 1.7143898010
epoch time: 5.5653276443s, input_fired_time: 0.0936033204, output_fired_time: 0.0000000000, propagate_forward_time: 5.1650495529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3066749573
validation[          , genome  7068] predictions:    9697/  10000 (96.97%), best:    9718/10000 (97.18%), error:      1034.96021, best error:       941.42682 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 69.8447494507s, input_fired_time: 0.7622022629, output_fired_time: 0.6908100843, propagate_forward_time: 25.9576015472, propagate_backward_time: 40.7225036621, weight_update_time: 0.0884518772, other_time: 1.7116317749
epoch time: 5.5568528175s, input_fired_time: 0.0935537592, output_fired_time: 0.0000000000, propagate_forward_time: 5.1633358002, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2999634743
validation[          , genome  7068] predictions:    9676/  10000 (96.76%), best:    9718/10000 (97.18%), error:      1104.12170, best error:       941.42682 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 69.8676910400s, input_fired_time: 0.7623304129, output_fired_time: 0.6868934035, propagate_forward_time: 26.0218009949, propagate_backward_time: 40.6778030396, weight_update_time: 0.0878387690, other_time: 1.7188682556
epoch time: 5.6811833382s, input_fired_time: 0.0957227573, output_fired_time: 0.0000000000, propagate_forward_time: 5.2775154114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3079452515
validation[          , genome  7068] predictions:    9591/  10000 (95.91%), best:    9718/10000 (97.18%), error:      1346.32581, best error:       941.42682 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 69.9691009521s, input_fired_time: 0.7597761750, output_fired_time: 0.6846627593, propagate_forward_time: 25.9613857269, propagate_backward_time: 40.8482246399, weight_update_time: 0.0879691914, other_time: 1.7150535583
epoch time: 5.6386718750s, input_fired_time: 0.0944053978, output_fired_time: 0.0000000000, propagate_forward_time: 5.2421913147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3020753860
validation[          , genome  7068] predictions:    9639/  10000 (96.39%), best:    9718/10000 (97.18%), error:      1205.18689, best error:       941.42682 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 69.7922439575s, input_fired_time: 0.7593715191, output_fired_time: 0.6808619499, propagate_forward_time: 25.8627338409, propagate_backward_time: 40.7854042053, weight_update_time: 0.0868764445, other_time: 1.7038764954
epoch time: 5.5898923874s, input_fired_time: 0.0941898450, output_fired_time: 0.0000000000, propagate_forward_time: 5.1980338097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2976689339
validation[          , genome  7068] predictions:    9673/  10000 (96.73%), best:    9718/10000 (97.18%), error:      1032.38818, best error:       941.42682 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 69.6912918091s, input_fired_time: 0.7631178498, output_fired_time: 0.6887644529, propagate_forward_time: 25.9292736053, propagate_backward_time: 40.6019897461, weight_update_time: 0.0869437531, other_time: 1.7081451416
epoch time: 5.6288371086s, input_fired_time: 0.0937494189, output_fired_time: 0.0000000000, propagate_forward_time: 5.2311105728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3039770126
validation[          , genome  7068] predictions:    9625/  10000 (96.25%), best:    9718/10000 (97.18%), error:      1214.38623, best error:       941.42682 on epoch:    22, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 70.0007019043s, input_fired_time: 0.7643766999, output_fired_time: 0.6929454803, propagate_forward_time: 25.9893169403, propagate_backward_time: 40.8589859009, weight_update_time: 0.0867164060, other_time: 1.6950759888
epoch time: 5.5539789200s, input_fired_time: 0.0932172462, output_fired_time: 0.0000000000, propagate_forward_time: 5.1656460762, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2951154709
validation[          , genome  7068] predictions:    9687/  10000 (96.87%), best:    9718/10000 (97.18%), error:      1059.52979, best error:       941.42682 on epoch:    22, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 69.8306884766s, input_fired_time: 0.7621636987, output_fired_time: 0.6942331195, propagate_forward_time: 25.9470043182, propagate_backward_time: 40.7233047485, weight_update_time: 0.0879091173, other_time: 1.7039794922
epoch time: 5.4877195358s, input_fired_time: 0.0924262851, output_fired_time: 0.0000000000, propagate_forward_time: 5.0941095352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3011837006
validation[          , genome  7068] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       916.94458, best error:       916.94458 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 69.9726562500s, input_fired_time: 0.7627104521, output_fired_time: 0.6951174140, propagate_forward_time: 25.8818168640, propagate_backward_time: 40.9201316833, weight_update_time: 0.0882426798, other_time: 1.7128829956
epoch time: 5.5064749718s, input_fired_time: 0.0937448516, output_fired_time: 0.0000000000, propagate_forward_time: 5.1171393394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2955908775
validation[          , genome  7068] predictions:    9694/  10000 (96.94%), best:    9721/10000 (97.21%), error:      1027.68384, best error:       916.94458 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 69.8582763672s, input_fired_time: 0.7642015219, output_fired_time: 0.6912593246, propagate_forward_time: 25.9851951599, propagate_backward_time: 40.7171363831, weight_update_time: 0.0873394385, other_time: 1.7004852295
epoch time: 5.6381621361s, input_fired_time: 0.0962884724, output_fired_time: 0.0000000000, propagate_forward_time: 5.2343177795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3075556755
validation[          , genome  7068] predictions:    9692/  10000 (96.92%), best:    9721/10000 (97.21%), error:       957.80988, best error:       916.94458 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 69.8902816772s, input_fired_time: 0.7628628016, output_fired_time: 0.6897655129, propagate_forward_time: 26.0340881348, propagate_backward_time: 40.6894454956, weight_update_time: 0.0876238346, other_time: 1.7141189575
epoch time: 5.5251107216s, input_fired_time: 0.0937306732, output_fired_time: 0.0000000000, propagate_forward_time: 5.1334023476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2979779243
validation[          , genome  7068] predictions:    9715/  10000 (97.15%), best:    9721/10000 (97.21%), error:       990.58789, best error:       916.94458 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 74.7711334229s, input_fired_time: 0.7954623699, output_fired_time: 0.7312283516, propagate_forward_time: 27.8310108185, propagate_backward_time: 43.6186256409, weight_update_time: 0.0926016495, other_time: 1.7948036194
epoch time: 5.7289056778s, input_fired_time: 0.0955452397, output_fired_time: 0.0000000000, propagate_forward_time: 5.3241620064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3091983795
validation[          , genome  7068] predictions:    9706/  10000 (97.06%), best:    9721/10000 (97.21%), error:       959.10120, best error:       916.94458 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 74.3089904785s, input_fired_time: 0.7953158021, output_fired_time: 0.7451913953, propagate_forward_time: 27.7556629181, propagate_backward_time: 43.2333984375, weight_update_time: 0.0911464170, other_time: 1.7794189453
epoch time: 5.5746054649s, input_fired_time: 0.0940319598, output_fired_time: 0.0000000000, propagate_forward_time: 5.1808586121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2997150421
validation[          , genome  7068] predictions:    9710/  10000 (97.10%), best:    9721/10000 (97.21%), error:       962.59338, best error:       916.94458 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 69.4740447998s, input_fired_time: 0.7607598901, output_fired_time: 0.6942182183, propagate_forward_time: 25.7665424347, propagate_backward_time: 40.5592803955, weight_update_time: 0.0871556327, other_time: 1.6932449341
epoch time: 5.6395897865s, input_fired_time: 0.0953759104, output_fired_time: 0.0000000000, propagate_forward_time: 5.2370662689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3071475029
validation[          , genome  7068] predictions:    9687/  10000 (96.87%), best:    9721/10000 (97.21%), error:      1004.49097, best error:       916.94458 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 69.7524566650s, input_fired_time: 0.7611078620, output_fired_time: 0.6836089492, propagate_forward_time: 25.9445171356, propagate_backward_time: 40.6514701843, weight_update_time: 0.0882580727, other_time: 1.7117500305
epoch time: 5.4866299629s, input_fired_time: 0.0934826285, output_fired_time: 0.0000000000, propagate_forward_time: 5.0976953506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2954521179
validation[          , genome  7068] predictions:    9677/  10000 (96.77%), best:    9721/10000 (97.21%), error:      1112.54175, best error:       916.94458 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 69.8837280273s, input_fired_time: 0.7626864910, output_fired_time: 0.6905037165, propagate_forward_time: 25.8324050903, propagate_backward_time: 40.8942146301, weight_update_time: 0.0879100114, other_time: 1.7039146423
epoch time: 5.5323252678s, input_fired_time: 0.0938444734, output_fired_time: 0.0000000000, propagate_forward_time: 5.1403074265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2981734276
validation[          , genome  7068] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       875.62555, best error:       875.62555 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 69.7607955933s, input_fired_time: 0.7631722689, output_fired_time: 0.6968193054, propagate_forward_time: 25.8647174835, propagate_backward_time: 40.7425918579, weight_update_time: 0.0871794894, other_time: 1.6934890747
epoch time: 5.5480546951s, input_fired_time: 0.0928866938, output_fired_time: 0.0000000000, propagate_forward_time: 5.1547098160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3004579544
validation[          , genome  7068] predictions:    9701/  10000 (97.01%), best:    9737/10000 (97.37%), error:       960.10321, best error:       875.62555 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 70.0988388062s, input_fired_time: 0.7673573494, output_fired_time: 0.6913479567, propagate_forward_time: 26.0912246704, propagate_backward_time: 40.8377494812, weight_update_time: 0.0881744474, other_time: 1.7111625671
epoch time: 5.4903283119s, input_fired_time: 0.0927257538, output_fired_time: 0.0000000000, propagate_forward_time: 5.1044507027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2931518555
validation[          , genome  7068] predictions:    9755/  10000 (97.55%), best:    9755/10000 (97.55%), error:       853.36377, best error:       853.36377 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 70.2764282227s, input_fired_time: 0.7669288516, output_fired_time: 0.6906639934, propagate_forward_time: 26.1005191803, propagate_backward_time: 41.0039978027, weight_update_time: 0.0882568359, other_time: 1.7143173218
epoch time: 5.5427746773s, input_fired_time: 0.0943139270, output_fired_time: 0.0000000000, propagate_forward_time: 5.1476573944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3008031845
validation[          , genome  7068] predictions:    9725/  10000 (97.25%), best:    9755/10000 (97.55%), error:       910.87524, best error:       853.36377 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 69.8253631592s, input_fired_time: 0.7659901381, output_fired_time: 0.6886206269, propagate_forward_time: 25.9285888672, propagate_backward_time: 40.7379150391, weight_update_time: 0.0876742899, other_time: 1.7042465210
epoch time: 5.5255751610s, input_fired_time: 0.0945294499, output_fired_time: 0.0000000000, propagate_forward_time: 5.1352891922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2957563400
validation[          , genome  7068] predictions:    9719/  10000 (97.19%), best:    9755/10000 (97.55%), error:       930.60736, best error:       853.36377 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 69.5075149536s, input_fired_time: 0.7655753493, output_fired_time: 0.6878845692, propagate_forward_time: 25.8772888184, propagate_backward_time: 40.4834594727, weight_update_time: 0.0868290290, other_time: 1.6933135986
epoch time: 5.5452218056s, input_fired_time: 0.0943459049, output_fired_time: 0.0000000000, propagate_forward_time: 5.1521377563, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2987380028
validation[          , genome  7068] predictions:    9605/  10000 (96.05%), best:    9755/10000 (97.55%), error:      1221.75830, best error:       853.36377 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 70.3463363647s, input_fired_time: 0.7701632380, output_fired_time: 0.6970970035, propagate_forward_time: 26.1633625031, propagate_backward_time: 41.0049514771, weight_update_time: 0.0873479843, other_time: 1.7107620239
epoch time: 5.6708426476s, input_fired_time: 0.0962054729, output_fired_time: 0.0000000000, propagate_forward_time: 5.2678976059, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3067398071
validation[          , genome  7068] predictions:    9647/  10000 (96.47%), best:    9755/10000 (97.55%), error:      1099.92139, best error:       853.36377 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 69.9999313354s, input_fired_time: 0.7651422620, output_fired_time: 0.6954007745, propagate_forward_time: 25.9307518005, propagate_backward_time: 40.9044151306, weight_update_time: 0.0861008987, other_time: 1.7042160034
epoch time: 5.5794463158s, input_fired_time: 0.0938073769, output_fired_time: 0.0000000000, propagate_forward_time: 5.1906051636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2950339317
validation[          , genome  7068] predictions:    9572/  10000 (95.72%), best:    9755/10000 (97.55%), error:      1342.39478, best error:       853.36377 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 69.8403167725s, input_fired_time: 0.7678167224, output_fired_time: 0.6863852143, propagate_forward_time: 26.0422992706, propagate_backward_time: 40.6467285156, weight_update_time: 0.0872026831, other_time: 1.6970901489
epoch time: 5.5616002083s, input_fired_time: 0.0941832289, output_fired_time: 0.0000000000, propagate_forward_time: 5.1712436676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2961730957
validation[          , genome  7068] predictions:    9743/  10000 (97.43%), best:    9755/10000 (97.55%), error:       863.49481, best error:       853.36377 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 69.8843536377s, input_fired_time: 0.7672678232, output_fired_time: 0.6823338270, propagate_forward_time: 25.9412555695, propagate_backward_time: 40.7912826538, weight_update_time: 0.0871957839, other_time: 1.7022171021
epoch time: 5.5854635239s, input_fired_time: 0.0956331193, output_fired_time: 0.0000000000, propagate_forward_time: 5.1903762817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2994542122
validation[          , genome  7068] predictions:    9752/  10000 (97.52%), best:    9755/10000 (97.55%), error:       870.05225, best error:       853.36377 on epoch:    40, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 70.0913162231s, input_fired_time: 0.7667573690, output_fired_time: 0.6887452006, propagate_forward_time: 25.9711952209, propagate_backward_time: 40.9626998901, weight_update_time: 0.0867994577, other_time: 1.7019233704
epoch time: 5.4915566444s, input_fired_time: 0.0939749330, output_fired_time: 0.0000000000, propagate_forward_time: 5.1049079895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2926735878
validation[          , genome  7068] predictions:    9648/  10000 (96.48%), best:    9755/10000 (97.55%), error:      1168.62646, best error:       853.36377 on epoch:    40, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 69.4539642334s, input_fired_time: 0.7632927299, output_fired_time: 0.6838575602, propagate_forward_time: 25.7786521912, propagate_backward_time: 40.5349960327, weight_update_time: 0.0871758834, other_time: 1.6931648254
epoch time: 5.6103715897s, input_fired_time: 0.0947254226, output_fired_time: 0.0000000000, propagate_forward_time: 5.2172307968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2984151840
validation[          , genome  7068] predictions:    9689/  10000 (96.89%), best:    9755/10000 (97.55%), error:      1001.96881, best error:       853.36377 on epoch:    40, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 69.6955795288s, input_fired_time: 0.7699053884, output_fired_time: 0.6815497875, propagate_forward_time: 26.0992279053, propagate_backward_time: 40.4563484192, weight_update_time: 0.0871036947, other_time: 1.6885490417
epoch time: 5.6522164345s, input_fired_time: 0.0963234827, output_fired_time: 0.0000000000, propagate_forward_time: 5.2561192513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2997736931
validation[          , genome  7068] predictions:    9735/  10000 (97.35%), best:    9755/10000 (97.55%), error:       880.30249, best error:       853.36377 on epoch:    40, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 70.1131515503s, input_fired_time: 0.7696759701, output_fired_time: 0.6885007620, propagate_forward_time: 26.0077056885, propagate_backward_time: 40.9402236938, weight_update_time: 0.0878233612, other_time: 1.7070465088
epoch time: 5.6719670296s, input_fired_time: 0.0977881625, output_fired_time: 0.0000000000, propagate_forward_time: 5.2736768723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3005018234
validation[          , genome  7068] predictions:    9707/  10000 (97.07%), best:    9755/10000 (97.55%), error:       918.17725, best error:       853.36377 on epoch:    40, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 70.0723876953s, input_fired_time: 0.7698675394, output_fired_time: 0.6886359453, propagate_forward_time: 26.0602550507, propagate_backward_time: 40.8512916565, weight_update_time: 0.0867486969, other_time: 1.7023353577
epoch time: 5.5941739082s, input_fired_time: 0.0945928842, output_fired_time: 0.0000000000, propagate_forward_time: 5.1982049942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3013758659
validation[          , genome  7068] predictions:    9755/  10000 (97.55%), best:    9755/10000 (97.55%), error:       852.49664, best error:       852.49664 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 69.7746429443s, input_fired_time: 0.7694190145, output_fired_time: 0.6860649586, propagate_forward_time: 25.9827613831, propagate_backward_time: 40.6417694092, weight_update_time: 0.0866675228, other_time: 1.6946296692
epoch time: 5.6193566322s, input_fired_time: 0.0956023112, output_fired_time: 0.0000000000, propagate_forward_time: 5.2286911011, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2950630188
validation[          , genome  7068] predictions:    9714/  10000 (97.14%), best:    9755/10000 (97.55%), error:       952.47192, best error:       852.49664 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 69.7445831299s, input_fired_time: 0.7660923600, output_fired_time: 0.6870825291, propagate_forward_time: 25.8959007263, propagate_backward_time: 40.7014541626, weight_update_time: 0.0872063562, other_time: 1.6940574646
epoch time: 5.7465095520s, input_fired_time: 0.0970349908, output_fired_time: 0.0000000000, propagate_forward_time: 5.3431019783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3063726425
validation[          , genome  7068] predictions:    9755/  10000 (97.55%), best:    9755/10000 (97.55%), error:       839.19061, best error:       839.19061 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 69.7183837891s, input_fired_time: 0.7705625296, output_fired_time: 0.6902517080, propagate_forward_time: 25.8643627167, propagate_backward_time: 40.7031402588, weight_update_time: 0.0861491784, other_time: 1.6900634766
epoch time: 5.5617904663s, input_fired_time: 0.0961541906, output_fired_time: 0.0000000000, propagate_forward_time: 5.1658897400, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2997465134
validation[          , genome  7068] predictions:    9735/  10000 (97.35%), best:    9755/10000 (97.55%), error:       936.06976, best error:       839.19061 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 69.8567962646s, input_fired_time: 0.7718266249, output_fired_time: 0.6984960437, propagate_forward_time: 26.0031280518, propagate_backward_time: 40.6973609924, weight_update_time: 0.0868244544, other_time: 1.6859855652
epoch time: 5.5922698975s, input_fired_time: 0.0961749554, output_fired_time: 0.0000000000, propagate_forward_time: 5.2014279366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2946667671
validation[          , genome  7068] predictions:    9736/  10000 (97.36%), best:    9755/10000 (97.55%), error:       882.68024, best error:       839.19061 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 69.9021759033s, input_fired_time: 0.7707679868, output_fired_time: 0.6896182895, propagate_forward_time: 26.0662555695, propagate_backward_time: 40.6743659973, weight_update_time: 0.0873560905, other_time: 1.7011680603
epoch time: 5.6530575752s, input_fired_time: 0.0962329507, output_fired_time: 0.0000000000, propagate_forward_time: 5.2540669441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3027577400
validation[          , genome  7068] predictions:    9731/  10000 (97.31%), best:    9755/10000 (97.55%), error:       897.89948, best error:       839.19061 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 70.2384490967s, input_fired_time: 0.7746217251, output_fired_time: 0.6927317381, propagate_forward_time: 26.1667003632, propagate_backward_time: 40.8916702271, weight_update_time: 0.0884252787, other_time: 1.7127227783
epoch time: 5.4873895645s, input_fired_time: 0.0950556397, output_fired_time: 0.0000000000, propagate_forward_time: 5.0975484848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2947854996
validation[          , genome  7068] predictions:    9693/  10000 (96.93%), best:    9755/10000 (97.55%), error:      1021.81958, best error:       839.19061 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 71.2829818726s, input_fired_time: 0.7811598778, output_fired_time: 0.7022709250, propagate_forward_time: 26.5195503235, propagate_backward_time: 41.5544586182, weight_update_time: 0.0894166604, other_time: 1.7255439758
epoch time: 6.1857719421s, input_fired_time: 0.1071232855, output_fired_time: 0.0000000000, propagate_forward_time: 5.7609114647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3177371025
validation[          , genome  7068] predictions:    9738/  10000 (97.38%), best:    9755/10000 (97.55%), error:       880.11670, best error:       839.19061 on epoch:    54, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 70.3470916748s, input_fired_time: 0.7737786174, output_fired_time: 0.6937476397, propagate_forward_time: 26.1746444702, propagate_backward_time: 40.9845695496, weight_update_time: 0.0886360183, other_time: 1.7203483582
epoch time: 5.4098544121s, input_fired_time: 0.0935770646, output_fired_time: 0.0000000000, propagate_forward_time: 5.0227384567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2935390472
validation[          , genome  7068] predictions:    9711/  10000 (97.11%), best:    9755/10000 (97.55%), error:       981.31165, best error:       839.19061 on epoch:    54, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 70.8570709229s, input_fired_time: 0.7787914276, output_fired_time: 0.6950484514, propagate_forward_time: 26.4034290314, propagate_backward_time: 41.2534713745, weight_update_time: 0.0887429044, other_time: 1.7263336182
epoch time: 5.6223754883s, input_fired_time: 0.0960831866, output_fired_time: 0.0000000000, propagate_forward_time: 5.2283477783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2979445457
validation[          , genome  7068] predictions:    9741/  10000 (97.41%), best:    9755/10000 (97.55%), error:       899.57446, best error:       839.19061 on epoch:    54, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 69.7394409180s, input_fired_time: 0.7685872316, output_fired_time: 0.6908007264, propagate_forward_time: 25.8766384125, propagate_backward_time: 40.6947517395, weight_update_time: 0.0872670710, other_time: 1.7086601257
epoch time: 5.5773916245s, input_fired_time: 0.0957052186, output_fired_time: 0.0000000000, propagate_forward_time: 5.1833467484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2983398438
validation[          , genome  7068] predictions:    9713/  10000 (97.13%), best:    9755/10000 (97.55%), error:       922.64270, best error:       839.19061 on epoch:    54, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 69.1724319458s, input_fired_time: 0.7636290789, output_fired_time: 0.6909824014, propagate_forward_time: 25.6340141296, propagate_backward_time: 40.3918228149, weight_update_time: 0.0864682719, other_time: 1.6919898987
epoch time: 5.6133089066s, input_fired_time: 0.0965643451, output_fired_time: 0.0000000000, propagate_forward_time: 5.2214527130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2952919006
validation[          , genome  7068] predictions:    9629/  10000 (96.29%), best:    9755/10000 (97.55%), error:      1172.36865, best error:       839.19061 on epoch:    54, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 70.2847824097s, input_fired_time: 0.7750612497, output_fired_time: 0.6898259521, propagate_forward_time: 26.1817436218, propagate_backward_time: 40.9358024597, weight_update_time: 0.0874451175, other_time: 1.7023468018
epoch time: 5.5690579414s, input_fired_time: 0.0961475372, output_fired_time: 0.0000000000, propagate_forward_time: 5.1739940643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2989163399
validation[          , genome  7068] predictions:    9711/  10000 (97.11%), best:    9755/10000 (97.55%), error:       940.97382, best error:       839.19061 on epoch:    54, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 69.8678894043s, input_fired_time: 0.7710056901, output_fired_time: 0.6823521852, propagate_forward_time: 25.9283084869, propagate_backward_time: 40.7739562988, weight_update_time: 0.0872461945, other_time: 1.7122726440
epoch time: 5.5355973244s, input_fired_time: 0.0957257673, output_fired_time: 0.0000000000, propagate_forward_time: 5.1414971352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2983746529
validation[          , genome  7068] predictions:    9708/  10000 (97.08%), best:    9755/10000 (97.55%), error:       940.87561, best error:       839.19061 on epoch:    54, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 69.9942932129s, input_fired_time: 0.7741678953, output_fired_time: 0.6932482123, propagate_forward_time: 25.9693202972, propagate_backward_time: 40.8664436340, weight_update_time: 0.0859858766, other_time: 1.6911125183
epoch time: 5.6367964745s, input_fired_time: 0.0957596079, output_fired_time: 0.0000000000, propagate_forward_time: 5.2372546196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3037824631
validation[          , genome  7068] predictions:    9578/  10000 (95.78%), best:    9755/10000 (97.55%), error:      1356.73218, best error:       839.19061 on epoch:    54, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 70.1085662842s, input_fired_time: 0.7754528522, output_fired_time: 0.6943845153, propagate_forward_time: 26.1011734009, propagate_backward_time: 40.8436317444, weight_update_time: 0.0861407742, other_time: 1.6939277649
epoch time: 5.6834826469s, input_fired_time: 0.0970159695, output_fired_time: 0.0000000000, propagate_forward_time: 5.2834477425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3030190468
validation[          , genome  7068] predictions:    9725/  10000 (97.25%), best:    9755/10000 (97.55%), error:       904.14899, best error:       839.19061 on epoch:    54, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 69.4488143921s, input_fired_time: 0.7724422216, output_fired_time: 0.6853057146, propagate_forward_time: 25.9412288666, propagate_backward_time: 40.3660888672, weight_update_time: 0.0858183876, other_time: 1.6837463379
epoch time: 5.5770006180s, input_fired_time: 0.0963953733, output_fired_time: 0.0000000000, propagate_forward_time: 5.1789035797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3017015457
validation[          , genome  7068] predictions:    9750/  10000 (97.50%), best:    9755/10000 (97.55%), error:       894.08624, best error:       839.19061 on epoch:    54, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 70.0148391724s, input_fired_time: 0.7749740481, output_fired_time: 0.6900020838, propagate_forward_time: 26.0412311554, propagate_backward_time: 40.8064079285, weight_update_time: 0.0868806392, other_time: 1.7022285461
epoch time: 5.5941572189s, input_fired_time: 0.0961384252, output_fired_time: 0.0000000000, propagate_forward_time: 5.2004556656, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2975630760
validation[          , genome  7068] predictions:    9761/  10000 (97.61%), best:    9761/10000 (97.61%), error:       820.41870, best error:       820.41870 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 70.0279312134s, input_fired_time: 0.7738978863, output_fired_time: 0.6891408563, propagate_forward_time: 26.0239448547, propagate_backward_time: 40.8364639282, weight_update_time: 0.0874614641, other_time: 1.7044868469
epoch time: 5.7990946770s, input_fired_time: 0.0991918594, output_fired_time: 0.0000000000, propagate_forward_time: 5.3858356476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3140673637
validation[          , genome  7068] predictions:    9726/  10000 (97.26%), best:    9761/10000 (97.61%), error:       885.94055, best error:       820.41870 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 69.7996597290s, input_fired_time: 0.7728320956, output_fired_time: 0.6819661260, propagate_forward_time: 25.8701152802, propagate_backward_time: 40.7795257568, weight_update_time: 0.0869739056, other_time: 1.6952133179
epoch time: 5.5522694588s, input_fired_time: 0.0961604342, output_fired_time: 0.0000000000, propagate_forward_time: 5.1560797691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3000292778
validation[          , genome  7068] predictions:    9676/  10000 (96.76%), best:    9761/10000 (97.61%), error:      1054.60022, best error:       820.41870 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 70.1532669067s, input_fired_time: 0.7763267159, output_fired_time: 0.6920455098, propagate_forward_time: 26.1145935059, propagate_backward_time: 40.8610496521, weight_update_time: 0.0869778469, other_time: 1.7092475891
epoch time: 5.5325450897s, input_fired_time: 0.0958175808, output_fired_time: 0.0000000000, propagate_forward_time: 5.1357054710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3010220528
validation[          , genome  7068] predictions:    9762/  10000 (97.62%), best:    9761/10000 (97.61%), error:       825.47003, best error:       820.41870 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 70.1278381348s, input_fired_time: 0.7765724063, output_fired_time: 0.7000820637, propagate_forward_time: 26.0366458893, propagate_backward_time: 40.9090461731, weight_update_time: 0.0875800848, other_time: 1.7054939270
epoch time: 5.5369920731s, input_fired_time: 0.0963403657, output_fired_time: 0.0000000000, propagate_forward_time: 5.1454348564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2952170372
validation[          , genome  7068] predictions:    9666/  10000 (96.66%), best:    9761/10000 (97.61%), error:      1039.97290, best error:       820.41870 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 70.5262527466s, input_fired_time: 0.7825133204, output_fired_time: 0.6917927861, propagate_forward_time: 26.3281345367, propagate_backward_time: 41.0089607239, weight_update_time: 0.0876989961, other_time: 1.7148475647
epoch time: 5.6525583267s, input_fired_time: 0.0973426029, output_fired_time: 0.0000000000, propagate_forward_time: 5.2520956993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3031201363
validation[          , genome  7068] predictions:    9668/  10000 (96.68%), best:    9761/10000 (97.61%), error:      1084.28284, best error:       820.41870 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 69.6889877319s, input_fired_time: 0.7780957222, output_fired_time: 0.6915421486, propagate_forward_time: 26.0330963135, propagate_backward_time: 40.4974784851, weight_update_time: 0.0867610425, other_time: 1.6887702942
epoch time: 5.6456699371s, input_fired_time: 0.0975518003, output_fired_time: 0.0000000000, propagate_forward_time: 5.2491755486, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2989425659
validation[          , genome  7068] predictions:    9607/  10000 (96.07%), best:    9761/10000 (97.61%), error:      1298.54944, best error:       820.41870 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 69.9021606445s, input_fired_time: 0.7757912874, output_fired_time: 0.6826983094, propagate_forward_time: 26.0104389191, propagate_backward_time: 40.7265052795, weight_update_time: 0.0885635391, other_time: 1.7067222595
epoch time: 5.5940694809s, input_fired_time: 0.0968173817, output_fired_time: 0.0000000000, propagate_forward_time: 5.2029113770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2943406105
validation[          , genome  7068] predictions:    9694/  10000 (96.94%), best:    9761/10000 (97.61%), error:       974.90607, best error:       820.41870 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 69.7324905396s, input_fired_time: 0.7772212625, output_fired_time: 0.6906378865, propagate_forward_time: 26.0126762390, propagate_backward_time: 40.5652198792, weight_update_time: 0.0865615234, other_time: 1.6867370605
epoch time: 5.6604418755s, input_fired_time: 0.0980366021, output_fired_time: 0.0000000000, propagate_forward_time: 5.2641453743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2982597351
validation[          , genome  7068] predictions:    9757/  10000 (97.57%), best:    9761/10000 (97.61%), error:       836.61401, best error:       820.41870 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 69.7783813477s, input_fired_time: 0.7754171491, output_fired_time: 0.6946018338, propagate_forward_time: 25.8984508514, propagate_backward_time: 40.7223129272, weight_update_time: 0.0868555903, other_time: 1.6875991821
epoch time: 5.5750637054s, input_fired_time: 0.0967959464, output_fired_time: 0.0000000000, propagate_forward_time: 5.1756172180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3026504517
validation[          , genome  7068] predictions:    9667/  10000 (96.67%), best:    9761/10000 (97.61%), error:      1050.45337, best error:       820.41870 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 69.8716659546s, input_fired_time: 0.7764683962, output_fired_time: 0.6881864071, propagate_forward_time: 25.9349021912, propagate_backward_time: 40.7679862976, weight_update_time: 0.0864561573, other_time: 1.7041244507
epoch time: 5.6339426041s, input_fired_time: 0.0971137956, output_fired_time: 0.0000000000, propagate_forward_time: 5.2402067184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2966222763
validation[          , genome  7068] predictions:    9740/  10000 (97.40%), best:    9761/10000 (97.61%), error:       885.06586, best error:       820.41870 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 69.6457595825s, input_fired_time: 0.7781447172, output_fired_time: 0.6887707710, propagate_forward_time: 25.9485378265, propagate_backward_time: 40.5375213623, weight_update_time: 0.0864595696, other_time: 1.6927795410
epoch time: 5.5752096176s, input_fired_time: 0.0974117145, output_fired_time: 0.0000000000, propagate_forward_time: 5.1811451912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2966527939
validation[          , genome  7068] predictions:    9747/  10000 (97.47%), best:    9761/10000 (97.61%), error:       914.57727, best error:       820.41870 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 69.7917175293s, input_fired_time: 0.7765907049, output_fired_time: 0.6868696213, propagate_forward_time: 25.9258060455, propagate_backward_time: 40.6939201355, weight_update_time: 0.0872332081, other_time: 1.7085380554
epoch time: 5.5791716576s, input_fired_time: 0.0959177762, output_fired_time: 0.0000000000, propagate_forward_time: 5.1837973595, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2994565964
validation[          , genome  7068] predictions:    9572/  10000 (95.72%), best:    9761/10000 (97.61%), error:      1385.65881, best error:       820.41870 on epoch:    69, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 69.7187347412s, input_fired_time: 0.7781721354, output_fired_time: 0.6935099363, propagate_forward_time: 25.9803085327, propagate_backward_time: 40.5737342834, weight_update_time: 0.0864353478, other_time: 1.6930046082
epoch time: 5.6205186844s, input_fired_time: 0.0976701304, output_fired_time: 0.0000000000, propagate_forward_time: 5.2206101418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3022384644
validation[          , genome  7068] predictions:    9767/  10000 (97.67%), best:    9761/10000 (97.61%), error:       824.48291, best error:       820.41870 on epoch:    69, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 70.1558761597s, input_fired_time: 0.7742280364, output_fired_time: 0.6937392950, propagate_forward_time: 25.9020538330, propagate_backward_time: 41.0713005066, weight_update_time: 0.0875921473, other_time: 1.7145500183
epoch time: 5.7224321365s, input_fired_time: 0.0993434340, output_fired_time: 0.0000000000, propagate_forward_time: 5.3132324219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3098564148
validation[          , genome  7068] predictions:    9724/  10000 (97.24%), best:    9761/10000 (97.61%), error:       938.05432, best error:       820.41870 on epoch:    69, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 69.4528808594s, input_fired_time: 0.7777203918, output_fired_time: 0.6857897043, propagate_forward_time: 25.7487888336, propagate_backward_time: 40.5416297913, weight_update_time: 0.0867098048, other_time: 1.6989555359
epoch time: 5.6375761032s, input_fired_time: 0.0974292532, output_fired_time: 0.0000000000, propagate_forward_time: 5.2371315956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3030152321
validation[          , genome  7068] predictions:    9728/  10000 (97.28%), best:    9761/10000 (97.61%), error:       925.51184, best error:       820.41870 on epoch:    69, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 69.6891632080s, input_fired_time: 0.7780895829, output_fired_time: 0.6743466854, propagate_forward_time: 25.9249439240, propagate_backward_time: 40.6113319397, weight_update_time: 0.0877273455, other_time: 1.7004508972
epoch time: 5.5404281616s, input_fired_time: 0.0964162052, output_fired_time: 0.0000000000, propagate_forward_time: 5.1455903053, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2984218597
validation[          , genome  7068] predictions:    9650/  10000 (96.50%), best:    9761/10000 (97.61%), error:      1152.21924, best error:       820.41870 on epoch:    69, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 69.7792892456s, input_fired_time: 0.7782371640, output_fired_time: 0.6922476888, propagate_forward_time: 25.9646568298, propagate_backward_time: 40.6516265869, weight_update_time: 0.0868151039, other_time: 1.6925239563
epoch time: 5.5040087700s, input_fired_time: 0.0966787860, output_fired_time: 0.0000000000, propagate_forward_time: 5.1093854904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2979445457
validation[          , genome  7068] predictions:    9707/  10000 (97.07%), best:    9761/10000 (97.61%), error:       941.38586, best error:       820.41870 on epoch:    69, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 70.2968673706s, input_fired_time: 0.7863249183, output_fired_time: 0.6988885403, propagate_forward_time: 26.1975250244, propagate_backward_time: 40.9138259888, weight_update_time: 0.0866345987, other_time: 1.7003021240
epoch time: 5.5987691879s, input_fired_time: 0.0976124629, output_fired_time: 0.0000000000, propagate_forward_time: 5.2034273148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2977294922
validation[          , genome  7068] predictions:    9665/  10000 (96.65%), best:    9761/10000 (97.61%), error:      1158.14954, best error:       820.41870 on epoch:    69, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 70.1428833008s, input_fired_time: 0.7851526737, output_fired_time: 0.6988571882, propagate_forward_time: 26.2400703430, propagate_backward_time: 40.7118263245, weight_update_time: 0.0871812701, other_time: 1.7069702148
epoch time: 5.5881929398s, input_fired_time: 0.0972418189, output_fired_time: 0.0000000000, propagate_forward_time: 5.1906466484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3003044128
validation[          , genome  7068] predictions:    9748/  10000 (97.48%), best:    9761/10000 (97.61%), error:       837.53204, best error:       820.41870 on epoch:    69, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 69.9106369019s, input_fired_time: 0.7799376845, output_fired_time: 0.6942460537, propagate_forward_time: 25.9875144958, propagate_backward_time: 40.7417297363, weight_update_time: 0.0873237997, other_time: 1.7072105408
epoch time: 5.4391880035s, input_fired_time: 0.0970666409, output_fired_time: 0.0000000000, propagate_forward_time: 5.0484604836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2936606407
validation[          , genome  7068] predictions:    9733/  10000 (97.33%), best:    9761/10000 (97.61%), error:       898.65826, best error:       820.41870 on epoch:    69, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 69.8576278687s, input_fired_time: 0.7785488963, output_fired_time: 0.6885256767, propagate_forward_time: 25.8053932190, propagate_backward_time: 40.8825454712, weight_update_time: 0.0870349407, other_time: 1.7026176453
epoch time: 5.6701159477s, input_fired_time: 0.0988169685, output_fired_time: 0.0000000000, propagate_forward_time: 5.2629184723, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3083806038
validation[          , genome  7068] predictions:    9726/  10000 (97.26%), best:    9761/10000 (97.61%), error:       879.14990, best error:       820.41870 on epoch:    69, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 69.8336257935s, input_fired_time: 0.7832475305, output_fired_time: 0.6831486821, propagate_forward_time: 26.0299606323, propagate_backward_time: 40.6388244629, weight_update_time: 0.0866343156, other_time: 1.6984405518
epoch time: 5.5643262863s, input_fired_time: 0.0976088643, output_fired_time: 0.0000000000, propagate_forward_time: 5.1719665527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2947506905
validation[          , genome  7068] predictions:    9723/  10000 (97.23%), best:    9761/10000 (97.61%), error:       951.23102, best error:       820.41870 on epoch:    69, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 70.0260086060s, input_fired_time: 0.7838817239, output_fired_time: 0.6980602741, propagate_forward_time: 26.1584835052, propagate_backward_time: 40.6815185547, weight_update_time: 0.0863653272, other_time: 1.7040634155
epoch time: 5.5008869171s, input_fired_time: 0.0964581296, output_fired_time: 0.0000000000, propagate_forward_time: 5.1059398651, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2984890938
validation[          , genome  7068] predictions:    9549/  10000 (95.49%), best:    9761/10000 (97.61%), error:      1436.05005, best error:       820.41870 on epoch:    69, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 70.1802215576s, input_fired_time: 0.7822152376, output_fired_time: 0.6867153645, propagate_forward_time: 26.0458297729, propagate_backward_time: 40.9652099609, weight_update_time: 0.0865226239, other_time: 1.7002487183
epoch time: 5.6123409271s, input_fired_time: 0.0976717025, output_fired_time: 0.0000000000, propagate_forward_time: 5.2113995552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3032698631
validation[          , genome  7068] predictions:    9750/  10000 (97.50%), best:    9761/10000 (97.61%), error:       846.73578, best error:       820.41870 on epoch:    69, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 70.0401000977s, input_fired_time: 0.7891373038, output_fired_time: 0.6897593141, propagate_forward_time: 26.2063903809, propagate_backward_time: 40.6496887207, weight_update_time: 0.0875791758, other_time: 1.7051239014
epoch time: 5.6516146660s, input_fired_time: 0.0991496146, output_fired_time: 0.0000000000, propagate_forward_time: 5.2535810471, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2988839149
validation[          , genome  7068] predictions:    9656/  10000 (96.56%), best:    9761/10000 (97.61%), error:      1119.87036, best error:       820.41870 on epoch:    69, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 69.9486312866s, input_fired_time: 0.7848127484, output_fired_time: 0.6892740130, propagate_forward_time: 26.0398750305, propagate_backward_time: 40.7306976318, weight_update_time: 0.0876165777, other_time: 1.7039680481
epoch time: 5.5391974449s, input_fired_time: 0.0976936445, output_fired_time: 0.0000000000, propagate_forward_time: 5.1435565948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2979474068
validation[          , genome  7068] predictions:    9686/  10000 (96.86%), best:    9761/10000 (97.61%), error:      1044.40698, best error:       820.41870 on epoch:    69, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 69.8007583618s, input_fired_time: 0.7816420794, output_fired_time: 0.6881695986, propagate_forward_time: 25.8710880280, propagate_backward_time: 40.7602958679, weight_update_time: 0.0874581337, other_time: 1.6995658875
epoch time: 5.5058145523s, input_fired_time: 0.0979457498, output_fired_time: 0.0000000000, propagate_forward_time: 5.1091437340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2987251282
validation[          , genome  7068] predictions:    9743/  10000 (97.43%), best:    9761/10000 (97.61%), error:       895.55908, best error:       820.41870 on epoch:    69, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 69.8889236450s, input_fired_time: 0.7838723660, output_fired_time: 0.6853957772, propagate_forward_time: 25.9620170593, propagate_backward_time: 40.7542572021, weight_update_time: 0.0876491740, other_time: 1.7033805847
epoch time: 5.6750063896s, input_fired_time: 0.0989636779, output_fired_time: 0.0000000000, propagate_forward_time: 5.2696604729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3063821793
validation[          , genome  7068] predictions:    9729/  10000 (97.29%), best:    9761/10000 (97.61%), error:       876.04871, best error:       820.41870 on epoch:    69, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 70.0844802856s, input_fired_time: 0.7863365412, output_fired_time: 0.6927782893, propagate_forward_time: 26.1179409027, propagate_backward_time: 40.7833938599, weight_update_time: 0.0875595436, other_time: 1.7040252686
epoch time: 5.6793522835s, input_fired_time: 0.0995411575, output_fired_time: 0.0000000000, propagate_forward_time: 5.2766470909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3031640053
validation[          , genome  7068] predictions:    9619/  10000 (96.19%), best:    9761/10000 (97.61%), error:      1222.52527, best error:       820.41870 on epoch:    69, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 69.7193832397s, input_fired_time: 0.7848169208, output_fired_time: 0.6893202066, propagate_forward_time: 25.9068450928, propagate_backward_time: 40.6444816589, weight_update_time: 0.0865600258, other_time: 1.6939125061
epoch time: 5.6934237480s, input_fired_time: 0.1006897762, output_fired_time: 0.0000000000, propagate_forward_time: 5.2883768082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3043570518
validation[          , genome  7068] predictions:    9744/  10000 (97.44%), best:    9761/10000 (97.61%), error:       856.83899, best error:       820.41870 on epoch:    69, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 70.5052871704s, input_fired_time: 0.7944806814, output_fired_time: 0.7129412293, propagate_forward_time: 26.3833007813, propagate_backward_time: 40.9081268311, weight_update_time: 0.0877107978, other_time: 1.7064361572
epoch time: 5.5579409599s, input_fired_time: 0.0982071608, output_fired_time: 0.0000000000, propagate_forward_time: 5.1642436981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2954902649
validation[          , genome  7068] predictions:    9720/  10000 (97.20%), best:    9761/10000 (97.61%), error:       961.70917, best error:       820.41870 on epoch:    69, 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: 28.1156406403s, input_fired_time: 0.4850454330, output_fired_time: 0.0000000000, propagate_forward_time: 26.0312747955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.5993213654
best training[          , genome  7068] predictions:   49429/  50000 (98.86%), best:    9761/10000 (97.61%), error:      2044.20959, best error:       820.41870 on epoch:    69, 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: 5.7264862061s, input_fired_time: 0.0973000452, output_fired_time: 0.0000000000, propagate_forward_time: 5.3273835182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3018026352
   testing[          , genome  7068] predictions:    9774/  10000 (97.74%), best:    9761/10000 (97.61%), error:       804.10687, best error:       820.41870 on epoch:    69, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:39:52 (17060): called boinc_finish(0)

</stderr_txt>
]]>