Nameexact_genome_1512568488_45_6566_0
Workunit2604093
Created7 Dec 2017, 20:40:00 UTC
Sent7 Dec 2017, 20:42:41 UTC
Report deadline18 Dec 2017, 18:37:04 UTC
Received9 Dec 2017, 14:43:08 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID62426
Run time7 hours 19 min 17 sec
CPU time6 hours 54 min 47 sec
Validate stateValid
Credit2,728.19
Device peak FLOPS2.98 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.20 MB
Peak swap size154.71 MB
Peak disk usage2.40 MB

Stderr output

<core_client_version>7.6.22</core_client_version>
<![CDATA[
<stderr_txt>
.10864 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 250.5086364746s, input_fired_time: 2.2396748066, output_fired_time: 2.5030567646, propagate_forward_time: 101.7037734985, propagate_backward_time: 140.2729034424, weight_update_time: 0.2884607911, other_time: 3.7892303467
epoch time: 22.1960201263s, input_fired_time: 0.3038732708, output_fired_time: 0.0000000000, propagate_forward_time: 21.1839809418, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7081661224
validation[          , genome  6566] predictions:    9727/  10000 (97.27%), best:    9739/10000 (97.39%), error:       863.60547, best error:       848.10864 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 239.9341735840s, input_fired_time: 2.2614507675, output_fired_time: 2.6641359329, propagate_forward_time: 91.2686614990, propagate_backward_time: 139.8470458984, weight_update_time: 0.2895857692, other_time: 3.8928833008
epoch time: 23.6478748322s, input_fired_time: 0.4029870927, output_fired_time: 0.0000000000, propagate_forward_time: 22.4264373779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8184509277
validation[          , genome  6566] predictions:    9745/  10000 (97.45%), best:    9739/10000 (97.39%), error:       871.79199, best error:       848.10864 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 225.2200317383s, input_fired_time: 2.1942193508, output_fired_time: 2.4179432392, propagate_forward_time: 85.8269882202, propagate_backward_time: 131.1983032227, weight_update_time: 0.2555918694, other_time: 3.5825805664
epoch time: 20.6638793945s, input_fired_time: 0.3648388982, output_fired_time: 0.0000000000, propagate_forward_time: 19.6248550415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6741847992
validation[          , genome  6566] predictions:    9723/  10000 (97.23%), best:    9739/10000 (97.39%), error:       892.15070, best error:       848.10864 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 244.5376281738s, input_fired_time: 2.2783060074, output_fired_time: 2.4279289246, propagate_forward_time: 88.9349746704, propagate_backward_time: 146.9957885742, weight_update_time: 0.2586356699, other_time: 3.9006347656
epoch time: 21.7832183838s, input_fired_time: 0.3383845687, output_fired_time: 0.0000000000, propagate_forward_time: 20.7007141113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7441196442
validation[          , genome  6566] predictions:    9740/  10000 (97.40%), best:    9739/10000 (97.39%), error:       887.94495, best error:       848.10864 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 251.6124420166s, input_fired_time: 2.3094551563, output_fired_time: 2.7229409218, propagate_forward_time: 96.0291366577, propagate_backward_time: 146.6662445068, weight_update_time: 0.2916027009, other_time: 3.8846588135
epoch time: 18.8612651825s, input_fired_time: 0.2708052397, output_fired_time: 0.0000000000, propagate_forward_time: 17.9183406830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6721191406
validation[          , genome  6566] predictions:    9764/  10000 (97.64%), best:    9764/10000 (97.64%), error:       758.78516, best error:       758.78516 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 248.7709655762s, input_fired_time: 2.2966122627, output_fired_time: 2.5543253422, propagate_forward_time: 87.9994430542, propagate_backward_time: 152.1978302002, weight_update_time: 0.2882393897, other_time: 3.7227630615
epoch time: 29.2619190216s, input_fired_time: 0.3524764478, output_fired_time: 0.0000000000, propagate_forward_time: 27.9969787598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9124641418
validation[          , genome  6566] predictions:    9749/  10000 (97.49%), best:    9764/10000 (97.64%), error:       849.63647, best error:       758.78516 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 272.3139343262s, input_fired_time: 2.5764122009, output_fired_time: 2.7107472420, propagate_forward_time: 118.5166702271, propagate_backward_time: 144.5112457275, weight_update_time: 0.2585345209, other_time: 3.9988555908
epoch time: 18.3756752014s, input_fired_time: 0.2784993351, output_fired_time: 0.0000000000, propagate_forward_time: 17.4389057159, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6582698822
validation[          , genome  6566] predictions:    9691/  10000 (96.91%), best:    9764/10000 (97.64%), error:      1013.26233, best error:       758.78516 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 232.7702636719s, input_fired_time: 2.2652387619, output_fired_time: 2.4772586823, propagate_forward_time: 88.9569244385, propagate_backward_time: 135.4010162354, weight_update_time: 0.2569435537, other_time: 3.6698150635
epoch time: 27.9226951599s, input_fired_time: 0.3703924119, output_fired_time: 0.0000000000, propagate_forward_time: 26.7052078247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8470954895
validation[          , genome  6566] predictions:    9730/  10000 (97.30%), best:    9764/10000 (97.64%), error:       888.83289, best error:       758.78516 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 237.4977569580s, input_fired_time: 2.3481740952, output_fired_time: 2.5582029819, propagate_forward_time: 90.5651397705, propagate_backward_time: 138.1884613037, weight_update_time: 0.3030242622, other_time: 3.8377838135
epoch time: 20.4104366302s, input_fired_time: 0.3691410720, output_fired_time: 0.0000000000, propagate_forward_time: 19.2593002319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7819957733
validation[          , genome  6566] predictions:    9762/  10000 (97.62%), best:    9764/10000 (97.64%), error:       796.72345, best error:       758.78516 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 242.6253051758s, input_fired_time: 2.2421789169, output_fired_time: 2.6267204285, propagate_forward_time: 92.8943710327, propagate_backward_time: 140.8840332031, weight_update_time: 0.2568777204, other_time: 3.9779968262
epoch time: 27.5686492920s, input_fired_time: 0.3591551483, output_fired_time: 0.0000000000, propagate_forward_time: 26.5305271149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6789665222
validation[          , genome  6566] predictions:    9762/  10000 (97.62%), best:    9764/10000 (97.64%), error:       766.40137, best error:       758.78516 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 246.5235290527s, input_fired_time: 2.4177753925, output_fired_time: 2.6084127426, propagate_forward_time: 94.0442428589, propagate_backward_time: 143.4443664551, weight_update_time: 0.3452502191, other_time: 4.0087280273
epoch time: 24.0534305573s, input_fired_time: 0.2751964033, output_fired_time: 0.0000000000, propagate_forward_time: 22.9759521484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8022823334
validation[          , genome  6566] predictions:    9759/  10000 (97.59%), best:    9764/10000 (97.64%), error:       799.27655, best error:       758.78516 on epoch:    19, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 227.4029388428s, input_fired_time: 2.2457654476, output_fired_time: 2.4346346855, propagate_forward_time: 86.8674240112, propagate_backward_time: 132.2193145752, weight_update_time: 0.2884291112, other_time: 3.6358184814
epoch time: 19.7748222351s, input_fired_time: 0.2767935991, output_fired_time: 0.0000000000, propagate_forward_time: 18.8235626221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6744651794
validation[          , genome  6566] predictions:    9737/  10000 (97.37%), best:    9764/10000 (97.64%), error:       910.59430, best error:       758.78516 on epoch:    19, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 248.8376922607s, input_fired_time: 2.4365167618, output_fired_time: 2.5582337379, propagate_forward_time: 95.4335250854, propagate_backward_time: 144.2789611816, weight_update_time: 0.2575921416, other_time: 4.1304626465
epoch time: 24.2761898041s, input_fired_time: 0.2758096457, output_fired_time: 0.0000000000, propagate_forward_time: 23.1987876892, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8015918732
validation[          , genome  6566] predictions:    9773/  10000 (97.73%), best:    9764/10000 (97.64%), error:       775.44855, best error:       758.78516 on epoch:    19, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 249.2279510498s, input_fired_time: 2.4987075329, output_fired_time: 2.7775719166, propagate_forward_time: 95.2541503906, propagate_backward_time: 144.6949768066, weight_update_time: 0.2888551056, other_time: 4.0025482178
epoch time: 20.7078914642s, input_fired_time: 0.3067196012, output_fired_time: 0.0000000000, propagate_forward_time: 19.6173553467, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7838172913
validation[          , genome  6566] predictions:    9684/  10000 (96.84%), best:    9764/10000 (97.64%), error:      1053.01733, best error:       758.78516 on epoch:    19, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 233.7339324951s, input_fired_time: 2.3016550541, output_fired_time: 2.5520892143, propagate_forward_time: 89.5047988892, propagate_backward_time: 135.5729370117, weight_update_time: 0.2924265563, other_time: 3.8024597168
epoch time: 19.5634784698s, input_fired_time: 0.2817833424, output_fired_time: 0.0000000000, propagate_forward_time: 18.5996780396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6820163727
validation[          , genome  6566] predictions:    9713/  10000 (97.13%), best:    9764/10000 (97.64%), error:       895.11298, best error:       758.78516 on epoch:    19, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 236.6423645020s, input_fired_time: 2.2335648537, output_fired_time: 2.5462479591, propagate_forward_time: 90.7204895020, propagate_backward_time: 137.2943420410, weight_update_time: 0.2635967731, other_time: 3.8477172852
epoch time: 21.5543880463s, input_fired_time: 0.3830666542, output_fired_time: 0.0000000000, propagate_forward_time: 20.4252529144, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7460689545
validation[          , genome  6566] predictions:    9789/  10000 (97.89%), best:    9789/10000 (97.89%), error:       746.45599, best error:       746.45599 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 234.4952239990s, input_fired_time: 2.2536413670, output_fired_time: 2.5471136570, propagate_forward_time: 89.0717773438, propagate_backward_time: 136.8850860596, weight_update_time: 0.2882112563, other_time: 3.7375946045
epoch time: 23.0047168732s, input_fired_time: 0.3542847931, output_fired_time: 0.0000000000, propagate_forward_time: 21.7257900238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9246425629
validation[          , genome  6566] predictions:    9782/  10000 (97.82%), best:    9789/10000 (97.89%), error:       766.68695, best error:       746.45599 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 236.4383087158s, input_fired_time: 2.3403930664, output_fired_time: 2.5727379322, propagate_forward_time: 90.4850387573, propagate_backward_time: 137.2774810791, weight_update_time: 0.2579790950, other_time: 3.7626495361
epoch time: 18.9743499756s, input_fired_time: 0.2792142034, output_fired_time: 0.0000000000, propagate_forward_time: 18.0529098511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6422252655
validation[          , genome  6566] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       701.97247, best error:       701.97247 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 230.6056213379s, input_fired_time: 2.2434415817, output_fired_time: 2.4807701111, propagate_forward_time: 88.0912399292, propagate_backward_time: 134.1083831787, weight_update_time: 0.2583713531, other_time: 3.6817779541
epoch time: 18.3323230743s, input_fired_time: 0.2788538337, output_fired_time: 0.0000000000, propagate_forward_time: 17.4107036591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6427650452
validation[          , genome  6566] predictions:    9748/  10000 (97.48%), best:    9785/10000 (97.85%), error:       800.91614, best error:       701.97247 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 242.3193817139s, input_fired_time: 2.3278331757, output_fired_time: 2.7326741219, propagate_forward_time: 92.6710205078, propagate_backward_time: 140.7250061035, weight_update_time: 0.2574801147, other_time: 3.8628387451
epoch time: 22.1305618286s, input_fired_time: 0.3548942506, output_fired_time: 0.0000000000, propagate_forward_time: 21.0043544769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7713127136
validation[          , genome  6566] predictions:    9765/  10000 (97.65%), best:    9785/10000 (97.85%), error:       754.55505, best error:       701.97247 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 242.8285522461s, input_fired_time: 2.4180417061, output_fired_time: 2.4844751358, propagate_forward_time: 92.9023895264, propagate_backward_time: 141.3078002930, weight_update_time: 0.2578986287, other_time: 3.7158355713
epoch time: 19.9804935455s, input_fired_time: 0.2760382891, output_fired_time: 0.0000000000, propagate_forward_time: 19.0621700287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6422843933
validation[          , genome  6566] predictions:    9755/  10000 (97.55%), best:    9785/10000 (97.85%), error:       888.28125, best error:       701.97247 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 233.3973693848s, input_fired_time: 2.2880334854, output_fired_time: 2.4569575787, propagate_forward_time: 89.1064300537, propagate_backward_time: 135.8067626953, weight_update_time: 0.2893699110, other_time: 3.7391815186
epoch time: 21.8101615906s, input_fired_time: 0.3082616627, output_fired_time: 0.0000000000, propagate_forward_time: 20.7333602905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7685394287
validation[          , genome  6566] predictions:    9781/  10000 (97.81%), best:    9785/10000 (97.85%), error:       720.54236, best error:       701.97247 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 232.5308532715s, input_fired_time: 2.2395370007, output_fired_time: 2.4931623936, propagate_forward_time: 88.6843566895, propagate_backward_time: 135.3279571533, weight_update_time: 0.3040384054, other_time: 3.7858428955
epoch time: 21.5216960907s, input_fired_time: 0.3851881325, output_fired_time: 0.0000000000, propagate_forward_time: 20.4302101135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7062969208
validation[          , genome  6566] predictions:    9789/  10000 (97.89%), best:    9789/10000 (97.89%), error:       699.84479, best error:       699.84479 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 238.3097686768s, input_fired_time: 2.3240089417, output_fired_time: 2.5775685310, propagate_forward_time: 91.1529388428, propagate_backward_time: 138.3612060547, weight_update_time: 0.2596704662, other_time: 3.8940429688
epoch time: 19.5282039642s, input_fired_time: 0.3116208017, output_fired_time: 0.0000000000, propagate_forward_time: 18.5655097961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6510734558
validation[          , genome  6566] predictions:    9789/  10000 (97.89%), best:    9789/10000 (97.89%), error:       699.93585, best error:       699.84479 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 231.1185302734s, input_fired_time: 2.2591536045, output_fired_time: 2.4710388184, propagate_forward_time: 87.9376296997, propagate_backward_time: 134.7008972168, weight_update_time: 0.2622470558, other_time: 3.7498168945
epoch time: 21.3969993591s, input_fired_time: 0.2979387641, output_fired_time: 0.0000000000, propagate_forward_time: 20.3746147156, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7244453430
validation[          , genome  6566] predictions:    9773/  10000 (97.73%), best:    9789/10000 (97.89%), error:       738.62457, best error:       699.84479 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 229.1966247559s, input_fired_time: 2.2374765873, output_fired_time: 2.4412808418, propagate_forward_time: 87.5169143677, propagate_backward_time: 133.3578643799, weight_update_time: 0.2573489547, other_time: 3.6430816650
epoch time: 19.4347457886s, input_fired_time: 0.3527952731, output_fired_time: 0.0000000000, propagate_forward_time: 18.4373226166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6446285248
validation[          , genome  6566] predictions:    9774/  10000 (97.74%), best:    9789/10000 (97.89%), error:       738.11133, best error:       699.84479 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 239.4025726318s, input_fired_time: 2.3331494331, output_fired_time: 2.5413000584, propagate_forward_time: 91.5997543335, propagate_backward_time: 139.0724945068, weight_update_time: 0.2580987811, other_time: 3.8558807373
epoch time: 20.5560569763s, input_fired_time: 0.3075895905, output_fired_time: 0.0000000000, propagate_forward_time: 19.4664974213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7819690704
validation[          , genome  6566] predictions:    9758/  10000 (97.58%), best:    9789/10000 (97.89%), error:       777.23511, best error:       699.84479 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 242.9907531738s, input_fired_time: 2.3434929848, output_fired_time: 2.6073935032, propagate_forward_time: 91.5311660767, propagate_backward_time: 142.6273345947, weight_update_time: 0.2902144492, other_time: 3.8813629150
epoch time: 22.2807159424s, input_fired_time: 0.3238716125, output_fired_time: 0.0000000000, propagate_forward_time: 21.2058086395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7510356903
validation[          , genome  6566] predictions:    9798/  10000 (97.98%), best:    9789/10000 (97.89%), error:       718.06720, best error:       699.84479 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 238.1606445313s, input_fired_time: 2.2461872101, output_fired_time: 2.5589652061, propagate_forward_time: 91.4115219116, propagate_backward_time: 138.1998901367, weight_update_time: 0.2585779428, other_time: 3.7440795898
epoch time: 24.6279106140s, input_fired_time: 0.3792613447, output_fired_time: 0.0000000000, propagate_forward_time: 23.3859043121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8627452850
validation[          , genome  6566] predictions:    9791/  10000 (97.91%), best:    9789/10000 (97.89%), error:       715.60498, best error:       699.84479 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 235.7383728027s, input_fired_time: 2.2812550068, output_fired_time: 2.5085883141, propagate_forward_time: 90.0761337280, propagate_backward_time: 137.1134643555, weight_update_time: 0.2619830072, other_time: 3.7589416504
epoch time: 18.4249649048s, input_fired_time: 0.2821986675, output_fired_time: 0.0000000000, propagate_forward_time: 17.4887256622, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6540412903
validation[          , genome  6566] predictions:    9757/  10000 (97.57%), best:    9789/10000 (97.89%), error:       777.85828, best error:       699.84479 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 241.8236846924s, input_fired_time: 2.3885185719, output_fired_time: 2.7127566338, propagate_forward_time: 92.5478286743, propagate_backward_time: 140.3507690430, weight_update_time: 0.2576032579, other_time: 3.8238220215
epoch time: 22.6868438721s, input_fired_time: 0.4279197156, output_fired_time: 0.0000000000, propagate_forward_time: 21.4717788696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7871456146
validation[          , genome  6566] predictions:    9783/  10000 (97.83%), best:    9789/10000 (97.89%), error:       736.44580, best error:       699.84479 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 236.2759094238s, input_fired_time: 2.3540704250, output_fired_time: 2.6909725666, propagate_forward_time: 90.0672454834, propagate_backward_time: 137.3282470703, weight_update_time: 0.2597420812, other_time: 3.8353729248
epoch time: 25.8061046600s, input_fired_time: 0.4329154789, output_fired_time: 0.0000000000, propagate_forward_time: 24.3422508240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0309391022
validation[          , genome  6566] predictions:    9782/  10000 (97.82%), best:    9782/10000 (97.82%), error:       671.02454, best error:       671.02454 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 242.4370422363s, input_fired_time: 2.3661181927, output_fired_time: 2.6193017960, propagate_forward_time: 95.6581802368, propagate_backward_time: 137.9297180176, weight_update_time: 0.2566227615, other_time: 3.8637084961
epoch time: 19.5970611572s, input_fired_time: 0.2981223762, output_fired_time: 0.0000000000, propagate_forward_time: 18.5334873199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7654514313
validation[          , genome  6566] predictions:    9752/  10000 (97.52%), best:    9782/10000 (97.82%), error:       793.57147, best error:       671.02454 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 242.2025756836s, input_fired_time: 2.2738285065, output_fired_time: 2.5665023327, propagate_forward_time: 92.9044189453, propagate_backward_time: 140.7079772949, weight_update_time: 0.2577506900, other_time: 3.7498474121
epoch time: 19.9029521942s, input_fired_time: 0.2771792710, output_fired_time: 0.0000000000, propagate_forward_time: 18.9088287354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7169437408
validation[          , genome  6566] predictions:    9797/  10000 (97.97%), best:    9782/10000 (97.82%), error:       685.91974, best error:       671.02454 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 231.5980682373s, input_fired_time: 2.2659392357, output_fired_time: 2.5137302876, propagate_forward_time: 88.6335830688, propagate_backward_time: 134.5077514648, weight_update_time: 0.2582089603, other_time: 3.6770629883
epoch time: 24.6979942322s, input_fired_time: 0.3412393630, output_fired_time: 0.0000000000, propagate_forward_time: 23.5580062866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7987480164
validation[          , genome  6566] predictions:    9740/  10000 (97.40%), best:    9782/10000 (97.82%), error:       818.74036, best error:       671.02454 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 245.4495697021s, input_fired_time: 2.3397643566, output_fired_time: 2.7839198112, propagate_forward_time: 94.0878601074, propagate_backward_time: 142.2259368896, weight_update_time: 0.2885928154, other_time: 4.0120849609
epoch time: 19.6031970978s, input_fired_time: 0.2795398533, output_fired_time: 0.0000000000, propagate_forward_time: 18.6475715637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6760864258
validation[          , genome  6566] predictions:    9798/  10000 (97.98%), best:    9782/10000 (97.82%), error:       697.90985, best error:       671.02454 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 249.3651733398s, input_fired_time: 2.6032135487, output_fired_time: 2.7058765888, propagate_forward_time: 95.2059249878, propagate_backward_time: 144.8763427734, weight_update_time: 0.2895734012, other_time: 3.9738159180
epoch time: 19.5071849823s, input_fired_time: 0.2804965079, output_fired_time: 0.0000000000, propagate_forward_time: 18.5386333466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6880550385
validation[          , genome  6566] predictions:    9778/  10000 (97.78%), best:    9782/10000 (97.82%), error:       678.04645, best error:       671.02454 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 239.1723327637s, input_fired_time: 2.2961559296, output_fired_time: 2.5038986206, propagate_forward_time: 91.8254241943, propagate_backward_time: 138.7851409912, weight_update_time: 0.2579736114, other_time: 3.7617187500
epoch time: 22.9657421112s, input_fired_time: 0.2806842029, output_fired_time: 0.0000000000, propagate_forward_time: 21.8497695923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8352890015
validation[          , genome  6566] predictions:    9790/  10000 (97.90%), best:    9782/10000 (97.82%), error:       740.34198, best error:       671.02454 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 242.2591552734s, input_fired_time: 2.4055943489, output_fired_time: 2.5692973137, propagate_forward_time: 92.5381240845, propagate_backward_time: 140.8308258057, weight_update_time: 0.2631686628, other_time: 3.9153289795
epoch time: 18.5186557770s, input_fired_time: 0.2804380059, output_fired_time: 0.0000000000, propagate_forward_time: 17.5869007111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6513175964
validation[          , genome  6566] predictions:    9785/  10000 (97.85%), best:    9782/10000 (97.82%), error:       691.30878, best error:       671.02454 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 235.1591949463s, input_fired_time: 2.2580294609, output_fired_time: 2.5054440498, propagate_forward_time: 90.0693511963, propagate_backward_time: 136.6381378174, weight_update_time: 0.2611840665, other_time: 3.6882324219
epoch time: 24.6674213409s, input_fired_time: 0.3753333688, output_fired_time: 0.0000000000, propagate_forward_time: 23.4263305664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8657569885
validation[          , genome  6566] predictions:    9777/  10000 (97.77%), best:    9782/10000 (97.82%), error:       724.64783, best error:       671.02454 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 240.3539123535s, input_fired_time: 2.3250112534, output_fired_time: 2.6576261520, propagate_forward_time: 91.9413223267, propagate_backward_time: 139.5441589355, weight_update_time: 0.3067450821, other_time: 3.8858032227
epoch time: 22.2230796814s, input_fired_time: 0.2789879143, output_fired_time: 0.0000000000, propagate_forward_time: 21.1604347229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7836570740
validation[          , genome  6566] predictions:    9807/  10000 (98.07%), best:    9807/10000 (98.07%), error:       649.45795, best error:       649.45795 on epoch:    55, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 230.2725677490s, input_fired_time: 2.2899813652, output_fired_time: 2.4226460457, propagate_forward_time: 87.7946624756, propagate_backward_time: 134.1121215820, weight_update_time: 0.2560250163, other_time: 3.6531524658
epoch time: 19.5812873840s, input_fired_time: 0.3548132479, output_fired_time: 0.0000000000, propagate_forward_time: 18.5330123901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6934623718
validation[          , genome  6566] predictions:    9742/  10000 (97.42%), best:    9807/10000 (98.07%), error:       849.19427, best error:       649.45795 on epoch:    55, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 232.8538513184s, input_fired_time: 2.2543435097, output_fired_time: 2.5173475742, propagate_forward_time: 88.9265213013, propagate_backward_time: 135.4653625488, weight_update_time: 0.2584609985, other_time: 3.6902770996
epoch time: 20.6516685486s, input_fired_time: 0.3723879755, output_fired_time: 0.0000000000, propagate_forward_time: 19.5407562256, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7385234833
validation[          , genome  6566] predictions:    9760/  10000 (97.60%), best:    9807/10000 (98.07%), error:       811.92950, best error:       649.45795 on epoch:    55, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 241.5726165771s, input_fired_time: 2.3555202484, output_fired_time: 2.6162214279, propagate_forward_time: 92.0861129761, propagate_backward_time: 140.7099914551, weight_update_time: 0.2590688467, other_time: 3.8047790527
epoch time: 21.8930950165s, input_fired_time: 0.3090001047, output_fired_time: 0.0000000000, propagate_forward_time: 20.8178253174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7662696838
validation[          , genome  6566] predictions:    9805/  10000 (98.05%), best:    9807/10000 (98.07%), error:       657.13629, best error:       649.45795 on epoch:    55, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 238.8690185547s, input_fired_time: 2.4273922443, output_fired_time: 2.5705938339, propagate_forward_time: 91.2978515625, propagate_backward_time: 138.7518463135, weight_update_time: 0.2876901925, other_time: 3.8213348389
epoch time: 21.6107826233s, input_fired_time: 0.3775283694, output_fired_time: 0.0000000000, propagate_forward_time: 20.5623188019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6709346771
validation[          , genome  6566] predictions:    9748/  10000 (97.48%), best:    9807/10000 (98.07%), error:       822.89294, best error:       649.45795 on epoch:    55, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 235.4383392334s, input_fired_time: 2.4115304947, output_fired_time: 2.5036540031, propagate_forward_time: 91.4239273071, propagate_backward_time: 135.3573303223, weight_update_time: 0.2610451579, other_time: 3.7419128418
epoch time: 29.3077926636s, input_fired_time: 0.4525370896, output_fired_time: 0.0000000000, propagate_forward_time: 27.7077846527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1474704742
validation[          , genome  6566] predictions:    9761/  10000 (97.61%), best:    9807/10000 (98.07%), error:       766.65991, best error:       649.45795 on epoch:    55, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 235.7597351074s, input_fired_time: 2.4517965317, output_fired_time: 2.4757006168, propagate_forward_time: 90.0064773560, propagate_backward_time: 137.1229553223, weight_update_time: 0.2589594424, other_time: 3.7027893066
epoch time: 25.5741958618s, input_fired_time: 0.3130314350, output_fired_time: 0.0000000000, propagate_forward_time: 24.3607654572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9003982544
validation[          , genome  6566] predictions:    9806/  10000 (98.06%), best:    9807/10000 (98.07%), error:       659.06366, best error:       649.45795 on epoch:    55, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 247.0513153076s, input_fired_time: 2.5337345600, output_fired_time: 2.6236715317, propagate_forward_time: 94.3943023682, propagate_backward_time: 143.6347351074, weight_update_time: 0.3352304697, other_time: 3.8648681641
epoch time: 21.1052570343s, input_fired_time: 0.3409656286, output_fired_time: 0.0000000000, propagate_forward_time: 20.0818824768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6824092865
validation[          , genome  6566] predictions:    9759/  10000 (97.59%), best:    9807/10000 (98.07%), error:       823.87476, best error:       649.45795 on epoch:    55, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 241.5536651611s, input_fired_time: 2.3253333569, output_fired_time: 2.4514067173, propagate_forward_time: 90.7856140137, propagate_backward_time: 142.2485504150, weight_update_time: 0.3035063446, other_time: 3.7427673340
epoch time: 19.8626289368s, input_fired_time: 0.3759614527, output_fired_time: 0.0000000000, propagate_forward_time: 18.7970104218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6896572113
validation[          , genome  6566] predictions:    9788/  10000 (97.88%), best:    9807/10000 (98.07%), error:       710.59363, best error:       649.45795 on epoch:    55, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 230.8820037842s, input_fired_time: 2.2510888577, output_fired_time: 2.4470579624, propagate_forward_time: 88.3494338989, propagate_backward_time: 134.1933441162, weight_update_time: 0.2572695911, other_time: 3.6410980225
epoch time: 21.2443275452s, input_fired_time: 0.3132765889, output_fired_time: 0.0000000000, propagate_forward_time: 20.2179317474, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7131195068
validation[          , genome  6566] predictions:    9770/  10000 (97.70%), best:    9807/10000 (98.07%), error:       728.16272, best error:       649.45795 on epoch:    55, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 243.2850646973s, input_fired_time: 2.4214210510, output_fired_time: 2.7229905128, propagate_forward_time: 92.8107070923, propagate_backward_time: 141.3948211670, weight_update_time: 0.3214936256, other_time: 3.9351348877
epoch time: 19.5155601501s, input_fired_time: 0.3735608160, output_fired_time: 0.0000000000, propagate_forward_time: 18.5003337860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6416664124
validation[          , genome  6566] predictions:    9788/  10000 (97.88%), best:    9807/10000 (98.07%), error:       719.45624, best error:       649.45795 on epoch:    55, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 228.9712829590s, input_fired_time: 2.2476968765, output_fired_time: 2.5198972225, propagate_forward_time: 86.8718338013, propagate_backward_time: 133.4671478271, weight_update_time: 0.2565365434, other_time: 3.8647003174
epoch time: 21.8794174194s, input_fired_time: 0.3746818602, output_fired_time: 0.0000000000, propagate_forward_time: 20.7950038910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7097320557
validation[          , genome  6566] predictions:    9806/  10000 (98.06%), best:    9806/10000 (98.06%), error:       634.43536, best error:       634.43536 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 242.4845428467s, input_fired_time: 2.4698503017, output_fired_time: 2.5835399628, propagate_forward_time: 92.6283264160, propagate_backward_time: 140.8773956299, weight_update_time: 0.2929719388, other_time: 3.9254302979
epoch time: 21.6930713654s, input_fired_time: 0.3132164180, output_fired_time: 0.0000000000, propagate_forward_time: 20.6717529297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7081012726
validation[          , genome  6566] predictions:    9778/  10000 (97.78%), best:    9806/10000 (98.06%), error:       743.27191, best error:       634.43536 on epoch:    66, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 241.9713897705s, input_fired_time: 2.3908171654, output_fired_time: 2.5427656174, propagate_forward_time: 92.7212524414, propagate_backward_time: 140.4584808350, weight_update_time: 0.3499013186, other_time: 3.8580627441
epoch time: 21.2195930481s, input_fired_time: 0.3457340300, output_fired_time: 0.0000000000, propagate_forward_time: 20.1152858734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7585735321
validation[          , genome  6566] predictions:    9773/  10000 (97.73%), best:    9806/10000 (98.06%), error:       700.31897, best error:       634.43536 on epoch:    66, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 225.3469696045s, input_fired_time: 2.2295002937, output_fired_time: 2.4208173752, propagate_forward_time: 85.9657440186, propagate_backward_time: 131.1474761963, weight_update_time: 0.2557081580, other_time: 3.5834197998
epoch time: 18.4679126740s, input_fired_time: 0.2798073590, output_fired_time: 0.0000000000, propagate_forward_time: 17.5429458618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6451587677
validation[          , genome  6566] predictions:    9784/  10000 (97.84%), best:    9806/10000 (98.06%), error:       740.97583, best error:       634.43536 on epoch:    66, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 235.2970581055s, input_fired_time: 2.2669446468, output_fired_time: 2.6196477413, propagate_forward_time: 90.1264648438, propagate_backward_time: 136.6361541748, weight_update_time: 0.2572398782, other_time: 3.6478576660
epoch time: 21.8871440887s, input_fired_time: 0.3459857404, output_fired_time: 0.0000000000, propagate_forward_time: 20.7881355286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7530231476
validation[          , genome  6566] predictions:    9818/  10000 (98.18%), best:    9806/10000 (98.06%), error:       636.31219, best error:       634.43536 on epoch:    66, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 240.9294128418s, input_fired_time: 2.3888223171, output_fired_time: 2.5917091370, propagate_forward_time: 92.0766220093, propagate_backward_time: 140.1706390381, weight_update_time: 0.2592739761, other_time: 3.7016143799
epoch time: 25.4142742157s, input_fired_time: 0.3113740981, output_fired_time: 0.0000000000, propagate_forward_time: 24.2039432526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8989562988
validation[          , genome  6566] predictions:    9789/  10000 (97.89%), best:    9806/10000 (98.06%), error:       665.82422, best error:       634.43536 on epoch:    66, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 228.2383575439s, input_fired_time: 2.2400345802, output_fired_time: 2.4952683449, propagate_forward_time: 87.1009368896, propagate_backward_time: 132.7830352783, weight_update_time: 0.2557901144, other_time: 3.6190795898
epoch time: 20.3958339691s, input_fired_time: 0.3135133088, output_fired_time: 0.0000000000, propagate_forward_time: 19.4430675507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6392536163
validation[          , genome  6566] predictions:    9813/  10000 (98.13%), best:    9813/10000 (98.13%), error:       612.69086, best error:       612.69086 on epoch:    72, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 232.7998962402s, input_fired_time: 2.2757012844, output_fired_time: 2.5310256481, propagate_forward_time: 88.8354110718, propagate_backward_time: 135.4214172363, weight_update_time: 0.2584606111, other_time: 3.7363586426
epoch time: 24.3318481445s, input_fired_time: 0.3772622347, output_fired_time: 0.0000000000, propagate_forward_time: 23.1878986359, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7666873932
validation[          , genome  6566] predictions:    9775/  10000 (97.75%), best:    9813/10000 (98.13%), error:       740.70062, best error:       612.69086 on epoch:    72, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 242.7932434082s, input_fired_time: 2.4502184391, output_fired_time: 2.6722090244, propagate_forward_time: 92.9000930786, propagate_backward_time: 140.9822387695, weight_update_time: 0.2903093994, other_time: 3.7884826660
epoch time: 19.2496204376s, input_fired_time: 0.2808568180, output_fired_time: 0.0000000000, propagate_forward_time: 18.2502613068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7185020447
validation[          , genome  6566] predictions:    9785/  10000 (97.85%), best:    9813/10000 (98.13%), error:       729.98108, best error:       612.69086 on epoch:    72, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 241.2758178711s, input_fired_time: 2.3052296638, output_fired_time: 2.5180234909, propagate_forward_time: 92.4341888428, propagate_backward_time: 140.1645965576, weight_update_time: 0.2908448875, other_time: 3.8537750244
epoch time: 21.6781082153s, input_fired_time: 0.3149915934, output_fired_time: 0.0000000000, propagate_forward_time: 20.5901947021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7729225159
validation[          , genome  6566] predictions:    9737/  10000 (97.37%), best:    9813/10000 (98.13%), error:       852.62140, best error:       612.69086 on epoch:    72, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 228.0155181885s, input_fired_time: 2.2585682869, output_fired_time: 2.4829094410, propagate_forward_time: 87.1089477539, propagate_backward_time: 132.5334777832, weight_update_time: 0.2575175166, other_time: 3.6316070557
epoch time: 22.5975208282s, input_fired_time: 0.3620753884, output_fired_time: 0.0000000000, propagate_forward_time: 21.4483375549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7871074677
validation[          , genome  6566] predictions:    9779/  10000 (97.79%), best:    9813/10000 (98.13%), error:       704.65381, best error:       612.69086 on epoch:    72, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 228.0408172607s, input_fired_time: 2.2528932095, output_fired_time: 2.4399645329, propagate_forward_time: 87.0480346680, propagate_backward_time: 132.6527099609, weight_update_time: 0.2564137578, other_time: 3.6472015381
epoch time: 18.4366188049s, input_fired_time: 0.2813425958, output_fired_time: 0.0000000000, propagate_forward_time: 17.5110664368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6442089081
validation[          , genome  6566] predictions:    9789/  10000 (97.89%), best:    9813/10000 (98.13%), error:       718.26129, best error:       612.69086 on epoch:    72, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 237.8549194336s, input_fired_time: 2.3775844574, output_fired_time: 2.6636836529, propagate_forward_time: 90.7383728027, propagate_backward_time: 138.3096618652, weight_update_time: 0.2566215694, other_time: 3.7656250000
epoch time: 19.8615417480s, input_fired_time: 0.3141561151, output_fired_time: 0.0000000000, propagate_forward_time: 18.9049186707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6424674988
validation[          , genome  6566] predictions:    9763/  10000 (97.63%), best:    9813/10000 (98.13%), error:       735.88074, best error:       612.69086 on epoch:    72, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 237.9091339111s, input_fired_time: 2.5403428078, output_fired_time: 2.4872868061, propagate_forward_time: 90.2022857666, propagate_backward_time: 138.9279479980, weight_update_time: 0.2597386539, other_time: 3.7512664795
epoch time: 18.4023971558s, input_fired_time: 0.2851683497, output_fired_time: 0.0000000000, propagate_forward_time: 17.4772968292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6399326324
validation[          , genome  6566] predictions:    9796/  10000 (97.96%), best:    9813/10000 (98.13%), error:       662.80670, best error:       612.69086 on epoch:    72, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 239.5522613525s, input_fired_time: 2.3603525162, output_fired_time: 2.5021378994, propagate_forward_time: 91.4842987061, propagate_backward_time: 139.3260040283, weight_update_time: 0.2600629032, other_time: 3.8794708252
epoch time: 22.0251045227s, input_fired_time: 0.3785248399, output_fired_time: 0.0000000000, propagate_forward_time: 20.9409255981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7056541443
validation[          , genome  6566] predictions:    9759/  10000 (97.59%), best:    9813/10000 (98.13%), error:       806.45795, best error:       612.69086 on epoch:    72, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 247.0843963623s, input_fired_time: 2.5299954414, output_fired_time: 2.8074591160, propagate_forward_time: 93.4987258911, propagate_backward_time: 144.2339324951, weight_update_time: 0.2892811000, other_time: 4.0142669678
epoch time: 21.9157981873s, input_fired_time: 0.3156662881, output_fired_time: 0.0000000000, propagate_forward_time: 20.9208431244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6792888641
validation[          , genome  6566] predictions:    9802/  10000 (98.02%), best:    9813/10000 (98.13%), error:       683.02484, best error:       612.69086 on epoch:    72, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 235.3744506836s, input_fired_time: 2.4429354668, output_fired_time: 2.4612052441, propagate_forward_time: 89.9806671143, propagate_backward_time: 136.6967163086, weight_update_time: 0.2606456578, other_time: 3.7929229736
epoch time: 19.8584403992s, input_fired_time: 0.3113663197, output_fired_time: 0.0000000000, propagate_forward_time: 18.8558654785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6912078857
validation[          , genome  6566] predictions:    9811/  10000 (98.11%), best:    9813/10000 (98.13%), error:       678.70441, best error:       612.69086 on epoch:    72, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 237.6168975830s, input_fired_time: 2.3732287884, output_fired_time: 2.5575575829, propagate_forward_time: 90.8588943481, propagate_backward_time: 138.0926513672, weight_update_time: 0.2585228980, other_time: 3.7345581055
epoch time: 21.3828697205s, input_fired_time: 0.3138351142, output_fired_time: 0.0000000000, propagate_forward_time: 20.2888832092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7801513672
validation[          , genome  6566] predictions:    9787/  10000 (97.87%), best:    9813/10000 (98.13%), error:       695.21442, best error:       612.69086 on epoch:    72, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 241.4052581787s, input_fired_time: 2.6566827297, output_fired_time: 2.6715612411, propagate_forward_time: 92.0488815308, propagate_backward_time: 140.2361145020, weight_update_time: 0.2581471801, other_time: 3.7920227051
epoch time: 19.4366588593s, input_fired_time: 0.2807679474, output_fired_time: 0.0000000000, propagate_forward_time: 18.4824485779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6734428406
validation[          , genome  6566] predictions:    9768/  10000 (97.68%), best:    9813/10000 (98.13%), error:       769.79352, best error:       612.69086 on epoch:    72, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 230.2513580322s, input_fired_time: 2.3348579407, output_fired_time: 2.5231363773, propagate_forward_time: 88.0455017090, propagate_backward_time: 133.7082977295, weight_update_time: 0.2572667003, other_time: 3.6395721436
epoch time: 18.7172203064s, input_fired_time: 0.2783807516, output_fired_time: 0.0000000000, propagate_forward_time: 17.7983837128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6404552460
validation[          , genome  6566] predictions:    9807/  10000 (98.07%), best:    9813/10000 (98.13%), error:       654.81616, best error:       612.69086 on epoch:    72, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 245.0189056396s, input_fired_time: 2.4644858837, output_fired_time: 2.6495809555, propagate_forward_time: 93.7693634033, propagate_backward_time: 142.1755828857, weight_update_time: 0.2584244609, other_time: 3.9598846436
epoch time: 23.0321998596s, input_fired_time: 0.5383310914, output_fired_time: 0.0000000000, propagate_forward_time: 21.6786251068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8152427673
validation[          , genome  6566] predictions:    9810/  10000 (98.10%), best:    9813/10000 (98.13%), error:       649.69623, best error:       612.69086 on epoch:    72, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 239.5557861328s, input_fired_time: 2.3774988651, output_fired_time: 2.5997703075, propagate_forward_time: 91.6224594116, propagate_backward_time: 139.0993041992, weight_update_time: 0.2594287097, other_time: 3.8567504883
epoch time: 22.7694816589s, input_fired_time: 0.2819511592, output_fired_time: 0.0000000000, propagate_forward_time: 21.7063484192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7811813354
validation[          , genome  6566] predictions:    9779/  10000 (97.79%), best:    9813/10000 (98.13%), error:       768.22742, best error:       612.69086 on epoch:    72, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 235.4303131104s, input_fired_time: 2.3225657940, output_fired_time: 2.5157163143, propagate_forward_time: 89.9299468994, propagate_backward_time: 136.9292755127, weight_update_time: 0.2565085888, other_time: 3.7328033447
epoch time: 23.6770286560s, input_fired_time: 0.3171002567, output_fired_time: 0.0000000000, propagate_forward_time: 22.5217647552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8381633759
validation[          , genome  6566] predictions:    9776/  10000 (97.76%), best:    9813/10000 (98.13%), error:       717.13062, best error:       612.69086 on epoch:    72, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 240.3446502686s, input_fired_time: 2.6337692738, output_fired_time: 2.6779351234, propagate_forward_time: 92.1904449463, propagate_backward_time: 139.0952758789, weight_update_time: 0.3159003258, other_time: 3.7472229004
epoch time: 19.9871921539s, input_fired_time: 0.2808460295, output_fired_time: 0.0000000000, propagate_forward_time: 19.0031204224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7032260895
validation[          , genome  6566] predictions:    9788/  10000 (97.88%), best:    9813/10000 (98.13%), error:       703.28754, best error:       612.69086 on epoch:    72, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 242.0708618164s, input_fired_time: 2.3735861778, output_fired_time: 2.5575065613, propagate_forward_time: 91.8789596558, propagate_backward_time: 141.3145599365, weight_update_time: 0.2573261261, other_time: 3.9462432861
epoch time: 21.1266784668s, input_fired_time: 0.3171145320, output_fired_time: 0.0000000000, propagate_forward_time: 20.1305179596, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6790466309
validation[          , genome  6566] predictions:    9819/  10000 (98.19%), best:    9813/10000 (98.13%), error:       623.66339, best error:       612.69086 on epoch:    72, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 246.7419586182s, input_fired_time: 2.4498856068, output_fired_time: 2.6292257309, propagate_forward_time: 92.2294769287, propagate_backward_time: 145.4869842529, weight_update_time: 0.2606520951, other_time: 3.9463806152
epoch time: 19.4386215210s, input_fired_time: 0.2801777422, output_fired_time: 0.0000000000, propagate_forward_time: 18.4578113556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7006320953
validation[          , genome  6566] predictions:    9794/  10000 (97.94%), best:    9813/10000 (98.13%), error:       676.13232, best error:       612.69086 on epoch:    72, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 237.1663818359s, input_fired_time: 2.3753390312, output_fired_time: 2.5895278454, propagate_forward_time: 90.3444213867, propagate_backward_time: 137.9257202148, weight_update_time: 0.2611923218, other_time: 3.9313812256
epoch time: 23.0320243835s, input_fired_time: 0.3483340740, output_fired_time: 0.0000000000, propagate_forward_time: 21.8016929626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8819980621
validation[          , genome  6566] predictions:    9791/  10000 (97.91%), best:    9813/10000 (98.13%), error:       709.28632, best error:       612.69086 on epoch:    72, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 227.8925170898s, input_fired_time: 2.2656509876, output_fired_time: 2.4693007469, propagate_forward_time: 87.1580505371, propagate_backward_time: 132.3622741699, weight_update_time: 0.2878556848, other_time: 3.6372375488
epoch time: 21.0752830505s, input_fired_time: 0.3331648409, output_fired_time: 0.0000000000, propagate_forward_time: 20.0657939911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6763248444
validation[          , genome  6566] predictions:    9741/  10000 (97.41%), best:    9813/10000 (98.13%), error:       859.26825, best error:       612.69086 on epoch:    72, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 232.7236938477s, input_fired_time: 2.3158726692, output_fired_time: 2.4663324356, propagate_forward_time: 88.8837356567, propagate_backward_time: 135.3701019287, weight_update_time: 0.2587351799, other_time: 3.6876373291
epoch time: 20.1933593750s, input_fired_time: 0.2866654098, output_fired_time: 0.0000000000, propagate_forward_time: 19.2134819031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6932125092
validation[          , genome  6566] predictions:    9806/  10000 (98.06%), best:    9813/10000 (98.13%), error:       670.29474, best error:       612.69086 on epoch:    72, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 240.6809387207s, input_fired_time: 2.2837674618, output_fired_time: 2.5080051422, propagate_forward_time: 92.1108551025, propagate_backward_time: 140.1127929688, weight_update_time: 0.2585121989, other_time: 3.6655120850
epoch time: 20.5686264038s, input_fired_time: 0.2866719365, output_fired_time: 0.0000000000, propagate_forward_time: 19.5747184753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7072353363
validation[          , genome  6566] predictions:    9777/  10000 (97.77%), best:    9813/10000 (98.13%), error:       696.83228, best error:       612.69086 on epoch:    72, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 250.4705200195s, input_fired_time: 2.4489631653, output_fired_time: 2.5572087765, propagate_forward_time: 95.6963500977, propagate_backward_time: 145.7709197998, weight_update_time: 0.3006424308, other_time: 3.9970855713
epoch time: 20.0892906189s, input_fired_time: 0.2855205238, output_fired_time: 0.0000000000, propagate_forward_time: 19.1600761414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6436939240
validation[          , genome  6566] predictions:    9794/  10000 (97.94%), best:    9813/10000 (98.13%), error:       727.76489, best error:       612.69086 on epoch:    72, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 235.1594390869s, input_fired_time: 2.2812743187, output_fired_time: 2.5864200592, propagate_forward_time: 89.9275360107, propagate_backward_time: 136.7221832275, weight_update_time: 0.2571875155, other_time: 3.6420135498
epoch time: 23.2081451416s, input_fired_time: 0.3192413151, output_fired_time: 0.0000000000, propagate_forward_time: 22.0702381134, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8186664581
validation[          , genome  6566] predictions:    9755/  10000 (97.55%), best:    9813/10000 (98.13%), error:       783.12549, best error:       612.69086 on epoch:    72, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 236.7192687988s, input_fired_time: 2.4294836521, output_fired_time: 2.5641884804, propagate_forward_time: 89.7433929443, propagate_backward_time: 137.9062042236, weight_update_time: 0.2922385335, other_time: 4.0759887695
epoch time: 25.7043018341s, input_fired_time: 0.3515179753, output_fired_time: 0.0000000000, propagate_forward_time: 24.4023780823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9504051208
validation[          , genome  6566] predictions:    9734/  10000 (97.34%), best:    9813/10000 (98.13%), error:       925.73810, best error:       612.69086 on epoch:    72, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 245.3206481934s, input_fired_time: 2.5395786762, output_fired_time: 2.6769382954, propagate_forward_time: 93.7593688965, propagate_backward_time: 142.4089508057, weight_update_time: 0.2706403732, other_time: 3.9358062744
epoch time: 19.8378314972s, input_fired_time: 0.4118597507, output_fired_time: 0.0000000000, propagate_forward_time: 18.7337379456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6922340393
validation[          , genome  6566] predictions:    9812/  10000 (98.12%), best:    9813/10000 (98.13%), error:       657.83081, best error:       612.69086 on epoch:    72, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 244.4928283691s, input_fired_time: 2.5385594368, output_fired_time: 2.6306936741, propagate_forward_time: 93.2253875732, propagate_backward_time: 142.0904235840, weight_update_time: 0.2778687179, other_time: 4.0077667236
epoch time: 21.0867614746s, input_fired_time: 0.3481735587, output_fired_time: 0.0000000000, propagate_forward_time: 20.0025577545, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7360305786
validation[          , genome  6566] predictions:    9800/  10000 (98.00%), best:    9813/10000 (98.13%), error:       673.36737, best error:       612.69086 on epoch:    72, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 102.3144607544s, input_fired_time: 1.4599970579, output_fired_time: 0.0000000000, propagate_forward_time: 97.1462020874, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.7082595825
best training[          , genome  6566] predictions:   49818/  50000 (99.64%), best:    9813/10000 (98.13%), error:       916.96918, best error:       612.69086 on epoch:    72, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 27.7371063232s, input_fired_time: 0.3744335175, output_fired_time: 0.0000000000, propagate_forward_time: 26.4310379028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.9316349030
   testing[          , genome  6566] predictions:    9813/  10000 (98.13%), best:    9813/10000 (98.13%), error:       583.11700, best error:       612.69086 on epoch:    72, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
08:42:48 (3668): called boinc_finish(0)

</stderr_txt>
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