Nameexact_genome_1512568488_42_2271_1
Workunit2582548
Created6 Dec 2017, 22:51:00 UTC
Sent6 Dec 2017, 22:54:25 UTC
Report deadline8 Dec 2017, 17:55:32 UTC
Received6 Dec 2017, 23:55:01 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time1 hours 0 min 8 sec
CPU time1 hours 0 min 5 sec
Validate stateValid
Credit448.11
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.88 MB
Peak swap size153.36 MB
Peak disk usage1.58 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0434269048, output_fired_time: 0.0000000000, propagate_forward_time: 2.4172415733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3616285324
validation[          , genome  2271] predictions:    9407/  10000 (94.07%), best:    9425/10000 (94.25%), error:      2027.36243, best error:      2015.06494 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 32.6468315125s, input_fired_time: 0.3629583716, output_fired_time: 0.3630656302, propagate_forward_time: 12.1201820374, propagate_backward_time: 17.7729396820, weight_update_time: 0.0998841301, other_time: 2.0276870728
epoch time: 2.8313472271s, input_fired_time: 0.0437925756, output_fired_time: 0.0000000000, propagate_forward_time: 2.4215137959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3660409451
validation[          , genome  2271] predictions:    9383/  10000 (93.83%), best:    9425/10000 (94.25%), error:      2147.70972, best error:      2015.06494 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 32.6682510376s, input_fired_time: 0.3644320369, output_fired_time: 0.3628397584, propagate_forward_time: 12.1119432449, propagate_backward_time: 17.8345508575, weight_update_time: 0.0990583748, other_time: 1.9944820404
epoch time: 2.8284511566s, input_fired_time: 0.0447741635, output_fired_time: 0.0000000000, propagate_forward_time: 2.4226019382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3610751629
validation[          , genome  2271] predictions:    9347/  10000 (93.47%), best:    9425/10000 (94.25%), error:      2250.39697, best error:      2015.06494 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 32.5860748291s, input_fired_time: 0.3678579926, output_fired_time: 0.3641107678, propagate_forward_time: 12.0718145370, propagate_backward_time: 17.7322254181, weight_update_time: 0.1013308838, other_time: 2.0500659943
epoch time: 2.8228366375s, input_fired_time: 0.0438771620, output_fired_time: 0.0000000000, propagate_forward_time: 2.4114632607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3674962521
validation[          , genome  2271] predictions:    9419/  10000 (94.19%), best:    9419/10000 (94.19%), error:      1974.43848, best error:      1974.43848 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 32.2149734497s, input_fired_time: 0.3614198267, output_fired_time: 0.3565585017, propagate_forward_time: 11.9297447205, propagate_backward_time: 17.5643711090, weight_update_time: 0.0986256376, other_time: 2.0028800964
epoch time: 2.8036329746s, input_fired_time: 0.0441360176, output_fired_time: 0.0000000000, propagate_forward_time: 2.3994159698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3600809574
validation[          , genome  2271] predictions:    9414/  10000 (94.14%), best:    9419/10000 (94.19%), error:      2071.85645, best error:      1974.43848 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 32.3801460266s, input_fired_time: 0.3624077141, output_fired_time: 0.3584624529, propagate_forward_time: 11.9767789841, propagate_backward_time: 17.6414375305, weight_update_time: 0.0999127775, other_time: 2.0410575867
epoch time: 2.8151094913s, input_fired_time: 0.0447318815, output_fired_time: 0.0000000000, propagate_forward_time: 2.4072728157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3631048203
validation[          , genome  2271] predictions:    9412/  10000 (94.12%), best:    9419/10000 (94.19%), error:      2019.35266, best error:      1974.43848 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 32.7841224670s, input_fired_time: 0.3647386432, output_fired_time: 0.3645607233, propagate_forward_time: 12.1691875458, propagate_backward_time: 17.8640995026, weight_update_time: 0.1011305079, other_time: 2.0215377808
epoch time: 2.8243012428s, input_fired_time: 0.0445682853, output_fired_time: 0.0000000000, propagate_forward_time: 2.4120554924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3676774502
validation[          , genome  2271] predictions:    9396/  10000 (93.96%), best:    9419/10000 (94.19%), error:      2034.66626, best error:      1974.43848 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 32.5522117615s, input_fired_time: 0.3632054627, output_fired_time: 0.3605759442, propagate_forward_time: 12.0835714340, propagate_backward_time: 17.7495594025, weight_update_time: 0.0998469293, other_time: 1.9952983856
epoch time: 2.8374788761s, input_fired_time: 0.0442855135, output_fired_time: 0.0000000000, propagate_forward_time: 2.4290225506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3641707897
validation[          , genome  2271] predictions:    9327/  10000 (93.27%), best:    9419/10000 (94.19%), error:      2129.26245, best error:      1974.43848 on epoch:    17, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 32.6205482483s, input_fired_time: 0.3647929430, output_fired_time: 0.3616093993, propagate_forward_time: 12.0726995468, propagate_backward_time: 17.7817230225, weight_update_time: 0.1001126915, other_time: 2.0397262573
epoch time: 2.8308768272s, input_fired_time: 0.0444089286, output_fired_time: 0.0000000000, propagate_forward_time: 2.4208483696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3656194210
validation[          , genome  2271] predictions:    9389/  10000 (93.89%), best:    9419/10000 (94.19%), error:      1990.01147, best error:      1974.43848 on epoch:    17, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 32.4826507568s, input_fired_time: 0.3635233343, output_fired_time: 0.3613153100, propagate_forward_time: 12.0526666641, propagate_backward_time: 17.7138290405, weight_update_time: 0.1014102995, other_time: 1.9913177490
epoch time: 2.7874350548s, input_fired_time: 0.0435721539, output_fired_time: 0.0000000000, propagate_forward_time: 2.3870806694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3567821980
validation[          , genome  2271] predictions:    9451/  10000 (94.51%), best:    9451/10000 (94.51%), error:      1918.89539, best error:      1918.89539 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 32.5805244446s, input_fired_time: 0.3657386899, output_fired_time: 0.3609131873, propagate_forward_time: 12.0742845535, propagate_backward_time: 17.7395420074, weight_update_time: 0.1004185602, other_time: 2.0400485992
epoch time: 2.8238885403s, input_fired_time: 0.0450637825, output_fired_time: 0.0000000000, propagate_forward_time: 2.4141690731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3646557331
validation[          , genome  2271] predictions:    9449/  10000 (94.49%), best:    9451/10000 (94.51%), error:      1961.10754, best error:      1918.89539 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 32.4372673035s, input_fired_time: 0.3637022972, output_fired_time: 0.3583065271, propagate_forward_time: 12.0181598663, propagate_backward_time: 17.6948547363, weight_update_time: 0.0991866216, other_time: 2.0022449493
epoch time: 2.8205239773s, input_fired_time: 0.0447737463, output_fired_time: 0.0000000000, propagate_forward_time: 2.4099917412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3657584190
validation[          , genome  2271] predictions:    9431/  10000 (94.31%), best:    9451/10000 (94.51%), error:      1977.56812, best error:      1918.89539 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 32.6854095459s, input_fired_time: 0.3635217845, output_fired_time: 0.3632147312, propagate_forward_time: 12.1187028885, propagate_backward_time: 17.8438034058, weight_update_time: 0.1002950445, other_time: 1.9961662292
epoch time: 2.8222110271s, input_fired_time: 0.0439638235, output_fired_time: 0.0000000000, propagate_forward_time: 2.4177007675, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3605463505
validation[          , genome  2271] predictions:    9413/  10000 (94.13%), best:    9451/10000 (94.51%), error:      1967.54456, best error:      1918.89539 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 32.5616760254s, input_fired_time: 0.3652765155, output_fired_time: 0.3610472679, propagate_forward_time: 12.0686035156, propagate_backward_time: 17.7721710205, weight_update_time: 0.1002625972, other_time: 1.9945774078
epoch time: 2.8226170540s, input_fired_time: 0.0444866866, output_fired_time: 0.0000000000, propagate_forward_time: 2.4152410030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3628892899
validation[          , genome  2271] predictions:    9425/  10000 (94.25%), best:    9451/10000 (94.51%), error:      1972.63257, best error:      1918.89539 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 32.7001075745s, input_fired_time: 0.3685413003, output_fired_time: 0.3659471571, propagate_forward_time: 12.1215476990, propagate_backward_time: 17.7986621857, weight_update_time: 0.1010916084, other_time: 2.0454082489
epoch time: 2.8381576538s, input_fired_time: 0.0450133607, output_fired_time: 0.0000000000, propagate_forward_time: 2.4250998497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3680443764
validation[          , genome  2271] predictions:    9422/  10000 (94.22%), best:    9451/10000 (94.51%), error:      1953.18274, best error:      1918.89539 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 32.6848068237s, input_fired_time: 0.3691405654, output_fired_time: 0.3638598323, propagate_forward_time: 12.1132125854, propagate_backward_time: 17.7991447449, weight_update_time: 0.1010490134, other_time: 2.0394496918
epoch time: 2.8279225826s, input_fired_time: 0.0444217585, output_fired_time: 0.0000000000, propagate_forward_time: 2.4233424664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3601584435
validation[          , genome  2271] predictions:    9458/  10000 (94.58%), best:    9458/10000 (94.58%), error:      1909.08643, best error:      1909.08643 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 32.5444717407s, input_fired_time: 0.3644106090, output_fired_time: 0.3615777791, propagate_forward_time: 12.0792016983, propagate_backward_time: 17.7490539551, weight_update_time: 0.1006619185, other_time: 1.9902267456
epoch time: 2.8217225075s, input_fired_time: 0.0445063375, output_fired_time: 0.0000000000, propagate_forward_time: 2.4154560566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3617601395
validation[          , genome  2271] predictions:    9439/  10000 (94.39%), best:    9458/10000 (94.58%), error:      1934.34900, best error:      1909.08643 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 32.6959152222s, input_fired_time: 0.3662800491, output_fired_time: 0.3645086884, propagate_forward_time: 12.1092128754, propagate_backward_time: 17.8423614502, weight_update_time: 0.0999922082, other_time: 2.0135517120
epoch time: 2.8082773685s, input_fired_time: 0.0437947251, output_fired_time: 0.0000000000, propagate_forward_time: 2.4036102295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3608725071
validation[          , genome  2271] predictions:    9397/  10000 (93.97%), best:    9458/10000 (94.58%), error:      1983.17871, best error:      1909.08643 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 32.4387397766s, input_fired_time: 0.3663747311, output_fired_time: 0.3580268323, propagate_forward_time: 11.9987678528, propagate_backward_time: 17.6727390289, weight_update_time: 0.0991712064, other_time: 2.0428314209
epoch time: 2.7885169983s, input_fired_time: 0.0450522378, output_fired_time: 0.0000000000, propagate_forward_time: 2.3819034100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3615612984
validation[          , genome  2271] predictions:    9440/  10000 (94.40%), best:    9440/10000 (94.40%), error:      1899.04749, best error:      1899.04749 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 32.7945671082s, input_fired_time: 0.3673830032, output_fired_time: 0.3641999662, propagate_forward_time: 12.1512069702, propagate_backward_time: 17.8717308044, weight_update_time: 0.1012078002, other_time: 2.0400466919
epoch time: 2.8409671783s, input_fired_time: 0.0452337749, output_fired_time: 0.0000000000, propagate_forward_time: 2.4296598434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3660736084
validation[          , genome  2271] predictions:    9420/  10000 (94.20%), best:    9440/10000 (94.40%), error:      1930.00159, best error:      1899.04749 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 32.6263504028s, input_fired_time: 0.3673475981, output_fired_time: 0.3649687767, propagate_forward_time: 12.0936470032, propagate_backward_time: 17.7510166168, weight_update_time: 0.1010894999, other_time: 2.0493698120
epoch time: 2.8302769661s, input_fired_time: 0.0450240225, output_fired_time: 0.0000000000, propagate_forward_time: 2.4180881977, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3671648502
validation[          , genome  2271] predictions:    9440/  10000 (94.40%), best:    9440/10000 (94.40%), error:      1915.05188, best error:      1899.04749 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 32.4637222290s, input_fired_time: 0.3651694059, output_fired_time: 0.3591334224, propagate_forward_time: 12.0674705505, propagate_backward_time: 17.6806163788, weight_update_time: 0.0998379141, other_time: 1.9913330078
epoch time: 2.8257107735s, input_fired_time: 0.0445101783, output_fired_time: 0.0000000000, propagate_forward_time: 2.4190845490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3621160984
validation[          , genome  2271] predictions:    9442/  10000 (94.42%), best:    9440/10000 (94.40%), error:      1928.84460, best error:      1899.04749 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 32.7280616760s, input_fired_time: 0.3700453043, output_fired_time: 0.3656803370, propagate_forward_time: 12.1179485321, propagate_backward_time: 17.8305530548, weight_update_time: 0.1009964123, other_time: 2.0438346863
epoch time: 2.8430750370s, input_fired_time: 0.0444507934, output_fired_time: 0.0000000000, propagate_forward_time: 2.4307627678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3678615093
validation[          , genome  2271] predictions:    9427/  10000 (94.27%), best:    9440/10000 (94.40%), error:      1920.74561, best error:      1899.04749 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 32.6288375854s, input_fired_time: 0.3670640886, output_fired_time: 0.3623790145, propagate_forward_time: 12.0862083435, propagate_backward_time: 17.7754936218, weight_update_time: 0.1007059216, other_time: 2.0376911163
epoch time: 2.8226065636s, input_fired_time: 0.0450671837, output_fired_time: 0.0000000000, propagate_forward_time: 2.4115214348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3660180569
validation[          , genome  2271] predictions:    9413/  10000 (94.13%), best:    9440/10000 (94.40%), error:      1970.78113, best error:      1899.04749 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 32.6731452942s, input_fired_time: 0.3681901991, output_fired_time: 0.3641914129, propagate_forward_time: 12.1198482513, propagate_backward_time: 17.8267230988, weight_update_time: 0.1004261374, other_time: 1.9941921234
epoch time: 2.8050489426s, input_fired_time: 0.0447575413, output_fired_time: 0.0000000000, propagate_forward_time: 2.4001767635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3601145744
validation[          , genome  2271] predictions:    9378/  10000 (93.78%), best:    9440/10000 (94.40%), error:      2011.60266, best error:      1899.04749 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 32.6887474060s, input_fired_time: 0.3697312474, output_fired_time: 0.3639851213, propagate_forward_time: 12.1170349121, propagate_backward_time: 17.7872428894, weight_update_time: 0.1001959592, other_time: 2.0507526398
epoch time: 2.8377795219s, input_fired_time: 0.0461931601, output_fired_time: 0.0000000000, propagate_forward_time: 2.4228761196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3687102795
validation[          , genome  2271] predictions:    9386/  10000 (93.86%), best:    9440/10000 (94.40%), error:      2015.74475, best error:      1899.04749 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 32.6433143616s, input_fired_time: 0.3695624769, output_fired_time: 0.3638319969, propagate_forward_time: 12.0977678299, propagate_backward_time: 17.7596092224, weight_update_time: 0.1001237631, other_time: 2.0525398254
epoch time: 2.8064074516s, input_fired_time: 0.0440339036, output_fired_time: 0.0000000000, propagate_forward_time: 2.4000961781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3622772694
validation[          , genome  2271] predictions:    9449/  10000 (94.49%), best:    9449/10000 (94.49%), error:      1886.37500, best error:      1886.37500 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 32.6680450439s, input_fired_time: 0.3692686260, output_fired_time: 0.3639955223, propagate_forward_time: 12.1345930099, propagate_backward_time: 17.7974815369, weight_update_time: 0.0993074179, other_time: 2.0027046204
epoch time: 2.8326320648s, input_fired_time: 0.0443696752, output_fired_time: 0.0000000000, propagate_forward_time: 2.4236927032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3645696640
validation[          , genome  2271] predictions:    9477/  10000 (94.77%), best:    9477/10000 (94.77%), error:      1819.05042, best error:      1819.05042 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 32.3300666809s, input_fired_time: 0.3672011197, output_fired_time: 0.3596377373, propagate_forward_time: 11.9701404572, propagate_backward_time: 17.6138172150, weight_update_time: 0.1001365408, other_time: 2.0192699432
epoch time: 2.8245484829s, input_fired_time: 0.0452555642, output_fired_time: 0.0000000000, propagate_forward_time: 2.4137938023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3654990196
validation[          , genome  2271] predictions:    9459/  10000 (94.59%), best:    9477/10000 (94.77%), error:      1822.43799, best error:      1819.05042 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 32.5565261841s, input_fired_time: 0.3694342673, output_fired_time: 0.3622062802, propagate_forward_time: 12.0637235641, propagate_backward_time: 17.7143535614, weight_update_time: 0.1008478105, other_time: 2.0468082428
epoch time: 2.8241429329s, input_fired_time: 0.0441692956, output_fired_time: 0.0000000000, propagate_forward_time: 2.4197857380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3601880074
validation[          , genome  2271] predictions:    9398/  10000 (93.98%), best:    9477/10000 (94.77%), error:      2047.35693, best error:      1819.05042 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 32.6435852051s, input_fired_time: 0.3686636984, output_fired_time: 0.3628403544, propagate_forward_time: 12.0990552902, propagate_backward_time: 17.8192234039, weight_update_time: 0.1000736952, other_time: 1.9938030243
epoch time: 2.8111612797s, input_fired_time: 0.0446242280, output_fired_time: 0.0000000000, propagate_forward_time: 2.4050760269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3614609241
validation[          , genome  2271] predictions:    9476/  10000 (94.76%), best:    9476/10000 (94.76%), error:      1809.10327, best error:      1809.10327 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 32.5788383484s, input_fired_time: 0.3682941496, output_fired_time: 0.3619430959, propagate_forward_time: 12.0632362366, propagate_backward_time: 17.7437801361, weight_update_time: 0.1008080915, other_time: 2.0415859222
epoch time: 2.8229722977s, input_fired_time: 0.0454093441, output_fired_time: 0.0000000000, propagate_forward_time: 2.4127697945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3647930622
validation[          , genome  2271] predictions:    9477/  10000 (94.77%), best:    9477/10000 (94.77%), error:      1801.32764, best error:      1801.32764 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 32.5448493958s, input_fired_time: 0.3698292375, output_fired_time: 0.3631043732, propagate_forward_time: 12.0523080826, propagate_backward_time: 17.7129077911, weight_update_time: 0.1006760672, other_time: 2.0466976166
epoch time: 2.8466584682s, input_fired_time: 0.0455562957, output_fired_time: 0.0000000000, propagate_forward_time: 2.4339787960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3671233654
validation[          , genome  2271] predictions:    9458/  10000 (94.58%), best:    9477/10000 (94.77%), error:      1898.82581, best error:      1801.32764 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 32.6474838257s, input_fired_time: 0.3663499653, output_fired_time: 0.3632742167, propagate_forward_time: 12.0956621170, propagate_backward_time: 17.8174819946, weight_update_time: 0.0998696536, other_time: 2.0047187805
epoch time: 2.8075041771s, input_fired_time: 0.0446592532, output_fired_time: 0.0000000000, propagate_forward_time: 2.3964831829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3663618565
validation[          , genome  2271] predictions:    9438/  10000 (94.38%), best:    9477/10000 (94.77%), error:      1902.41138, best error:      1801.32764 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 32.5897827148s, input_fired_time: 0.3636504412, output_fired_time: 0.3610433042, propagate_forward_time: 12.1066761017, propagate_backward_time: 17.7625617981, weight_update_time: 0.0994326472, other_time: 1.9958496094
epoch time: 2.8270025253s, input_fired_time: 0.0448971912, output_fired_time: 0.0000000000, propagate_forward_time: 2.4215214252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3605840206
validation[          , genome  2271] predictions:    9460/  10000 (94.60%), best:    9477/10000 (94.77%), error:      1825.64075, best error:      1801.32764 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 32.6201477051s, input_fired_time: 0.3737336099, output_fired_time: 0.3610522151, propagate_forward_time: 12.0884447098, propagate_backward_time: 17.7486915588, weight_update_time: 0.0999985859, other_time: 2.0482254028
epoch time: 2.8115899563s, input_fired_time: 0.0454913527, output_fired_time: 0.0000000000, propagate_forward_time: 2.3999958038, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3661026955
validation[          , genome  2271] predictions:    9412/  10000 (94.12%), best:    9477/10000 (94.77%), error:      1952.64197, best error:      1801.32764 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 32.6865768433s, input_fired_time: 0.3717077076, output_fired_time: 0.3622370362, propagate_forward_time: 12.1145801544, propagate_backward_time: 17.7931556702, weight_update_time: 0.1004508585, other_time: 2.0448951721
epoch time: 2.8360271454s, input_fired_time: 0.0459906906, output_fired_time: 0.0000000000, propagate_forward_time: 2.4231007099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3669357300
validation[          , genome  2271] predictions:    9478/  10000 (94.78%), best:    9477/10000 (94.77%), error:      1813.20886, best error:      1801.32764 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 32.4049377441s, input_fired_time: 0.3654136956, output_fired_time: 0.3597491682, propagate_forward_time: 12.0142755508, propagate_backward_time: 17.6682834625, weight_update_time: 0.1107731089, other_time: 1.9972171783
epoch time: 2.8099243641s, input_fired_time: 0.0448848046, output_fired_time: 0.0000000000, propagate_forward_time: 2.4056515694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3593878746
validation[          , genome  2271] predictions:    9477/  10000 (94.77%), best:    9477/10000 (94.77%), error:      1845.75330, best error:      1801.32764 on epoch:    45, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 32.6403770447s, input_fired_time: 0.3669294715, output_fired_time: 0.3663739562, propagate_forward_time: 12.1171474457, propagate_backward_time: 17.7896938324, weight_update_time: 0.0996218473, other_time: 2.0002346039
epoch time: 2.8306775093s, input_fired_time: 0.0450565107, output_fired_time: 0.0000000000, propagate_forward_time: 2.4223189354, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3633019924
validation[          , genome  2271] predictions:    9402/  10000 (94.02%), best:    9477/10000 (94.77%), error:      2118.26709, best error:      1801.32764 on epoch:    45, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 32.4153327942s, input_fired_time: 0.3669569194, output_fired_time: 0.3628901839, propagate_forward_time: 12.0395870209, propagate_backward_time: 17.6603164673, weight_update_time: 0.0988051966, other_time: 1.9855804443
epoch time: 2.8246185780s, input_fired_time: 0.0455580018, output_fired_time: 0.0000000000, propagate_forward_time: 2.4177050591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3613555431
validation[          , genome  2271] predictions:    9460/  10000 (94.60%), best:    9477/10000 (94.77%), error:      1866.50049, best error:      1801.32764 on epoch:    45, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 32.6407203674s, input_fired_time: 0.3698666394, output_fired_time: 0.3631459177, propagate_forward_time: 12.0989933014, propagate_backward_time: 17.7642440796, weight_update_time: 0.1015807241, other_time: 2.0444717407
epoch time: 2.8251783848s, input_fired_time: 0.0452525765, output_fired_time: 0.0000000000, propagate_forward_time: 2.4146633148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3652625084
validation[          , genome  2271] predictions:    9480/  10000 (94.80%), best:    9477/10000 (94.77%), error:      1819.23840, best error:      1801.32764 on epoch:    45, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 32.5185661316s, input_fired_time: 0.3677064776, output_fired_time: 0.3611679971, propagate_forward_time: 12.0780057907, propagate_backward_time: 17.7225208282, weight_update_time: 0.0992194936, other_time: 1.9891643524
epoch time: 2.8375694752s, input_fired_time: 0.0451449528, output_fired_time: 0.0000000000, propagate_forward_time: 2.4301152229, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3623092175
validation[          , genome  2271] predictions:    9448/  10000 (94.48%), best:    9477/10000 (94.77%), error:      1916.35474, best error:      1801.32764 on epoch:    45, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 32.6091041565s, input_fired_time: 0.3696029782, output_fired_time: 0.3610361218, propagate_forward_time: 12.0870046616, propagate_backward_time: 17.7532424927, weight_update_time: 0.0996743590, other_time: 2.0382194519
epoch time: 2.8291878700s, input_fired_time: 0.0454751402, output_fired_time: 0.0000000000, propagate_forward_time: 2.4174125195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3663001060
validation[          , genome  2271] predictions:    9473/  10000 (94.73%), best:    9477/10000 (94.77%), error:      1845.76245, best error:      1801.32764 on epoch:    45, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 32.5555839539s, input_fired_time: 0.3696674109, output_fired_time: 0.3631734848, propagate_forward_time: 12.0806484222, propagate_backward_time: 17.7515182495, weight_update_time: 0.1005538478, other_time: 1.9905757904
epoch time: 2.8027365208s, input_fired_time: 0.0447092243, output_fired_time: 0.0000000000, propagate_forward_time: 2.3989048004, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3591225147
validation[          , genome  2271] predictions:    9439/  10000 (94.39%), best:    9477/10000 (94.77%), error:      1939.54602, best error:      1801.32764 on epoch:    45, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 32.6572418213s, input_fired_time: 0.3709185719, output_fired_time: 0.3652919829, propagate_forward_time: 12.0867824554, propagate_backward_time: 17.7910690308, weight_update_time: 0.1014662683, other_time: 2.0431804657
epoch time: 2.8301773071s, input_fired_time: 0.0457147695, output_fired_time: 0.0000000000, propagate_forward_time: 2.4240040779, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3604583740
validation[          , genome  2271] predictions:    9435/  10000 (94.35%), best:    9477/10000 (94.77%), error:      1907.63647, best error:      1801.32764 on epoch:    45, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 32.5922164917s, input_fired_time: 0.3724684417, output_fired_time: 0.3631861806, propagate_forward_time: 12.0770902634, propagate_backward_time: 17.7414798737, weight_update_time: 0.1005653664, other_time: 2.0379924774
epoch time: 2.8421990871s, input_fired_time: 0.0456549376, output_fired_time: 0.0000000000, propagate_forward_time: 2.4218280315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3747160435
validation[          , genome  2271] predictions:    9457/  10000 (94.57%), best:    9477/10000 (94.77%), error:      1846.03296, best error:      1801.32764 on epoch:    45, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 32.2565460205s, input_fired_time: 0.3669058979, output_fired_time: 0.3592474461, propagate_forward_time: 11.9526882172, propagate_backward_time: 17.5996589661, weight_update_time: 0.0987564549, other_time: 1.9780464172
epoch time: 2.8194985390s, input_fired_time: 0.0450274907, output_fired_time: 0.0000000000, propagate_forward_time: 2.4140293598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3604416847
validation[          , genome  2271] predictions:    9446/  10000 (94.46%), best:    9477/10000 (94.77%), error:      1917.90894, best error:      1801.32764 on epoch:    45, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 32.5933151245s, input_fired_time: 0.3743663132, output_fired_time: 0.3616022468, propagate_forward_time: 12.0430364609, propagate_backward_time: 17.7639007568, weight_update_time: 0.1009019464, other_time: 2.0504074097
epoch time: 2.8071897030s, input_fired_time: 0.0462294929, output_fired_time: 0.0000000000, propagate_forward_time: 2.3966729641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3642871380
validation[          , genome  2271] predictions:    9442/  10000 (94.42%), best:    9477/10000 (94.77%), error:      1867.87720, best error:      1801.32764 on epoch:    45, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 32.5271530151s, input_fired_time: 0.3690449893, output_fired_time: 0.3605475724, propagate_forward_time: 12.0616502762, propagate_backward_time: 17.7465152740, weight_update_time: 0.1000494584, other_time: 1.9893932343
epoch time: 2.8190414906s, input_fired_time: 0.0457075126, output_fired_time: 0.0000000000, propagate_forward_time: 2.4132592678, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3600747585
validation[          , genome  2271] predictions:    9390/  10000 (93.90%), best:    9477/10000 (94.77%), error:      2047.43323, best error:      1801.32764 on epoch:    45, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 32.5691032410s, input_fired_time: 0.3690903187, output_fired_time: 0.3625298738, propagate_forward_time: 12.0762605667, propagate_backward_time: 17.7736320496, weight_update_time: 0.1006495208, other_time: 1.9875907898
epoch time: 2.8186545372s, input_fired_time: 0.0454879329, output_fired_time: 0.0000000000, propagate_forward_time: 2.4144542217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3587124348
validation[          , genome  2271] predictions:    9426/  10000 (94.26%), best:    9477/10000 (94.77%), error:      1985.89697, best error:      1801.32764 on epoch:    45, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 32.6807441711s, input_fired_time: 0.3717837036, output_fired_time: 0.3672496080, propagate_forward_time: 12.1057806015, propagate_backward_time: 17.7943782806, weight_update_time: 0.0995061025, other_time: 2.0415515900
epoch time: 2.7944540977s, input_fired_time: 0.0447472557, output_fired_time: 0.0000000000, propagate_forward_time: 2.3883910179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3613157272
validation[          , genome  2271] predictions:    9469/  10000 (94.69%), best:    9477/10000 (94.77%), error:      1842.30847, best error:      1801.32764 on epoch:    45, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 32.5075302124s, input_fired_time: 0.3703283370, output_fired_time: 0.3691318035, propagate_forward_time: 12.0328941345, propagate_backward_time: 17.7185440063, weight_update_time: 0.0998401344, other_time: 2.0166339874
epoch time: 2.7815306187s, input_fired_time: 0.0448032171, output_fired_time: 0.0000000000, propagate_forward_time: 2.3795590401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3571684361
validation[          , genome  2271] predictions:    9479/  10000 (94.79%), best:    9477/10000 (94.77%), error:      1814.63257, best error:      1801.32764 on epoch:    45, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 32.5793075562s, input_fired_time: 0.3700349629, output_fired_time: 0.3638935089, propagate_forward_time: 12.0970096588, propagate_backward_time: 17.7587509155, weight_update_time: 0.0996013060, other_time: 1.9896202087
epoch time: 2.8268048763s, input_fired_time: 0.0458065681, output_fired_time: 0.0000000000, propagate_forward_time: 2.4195942879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3614039421
validation[          , genome  2271] predictions:    9439/  10000 (94.39%), best:    9477/10000 (94.77%), error:      1946.58081, best error:      1801.32764 on epoch:    45, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 32.8201217651s, input_fired_time: 0.3726398349, output_fired_time: 0.3642577529, propagate_forward_time: 12.1566658020, propagate_backward_time: 17.8778362274, weight_update_time: 0.1003471911, other_time: 2.0487232208
epoch time: 2.8140447140s, input_fired_time: 0.0456916951, output_fired_time: 0.0000000000, propagate_forward_time: 2.4072647095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3610882759
validation[          , genome  2271] predictions:    9493/  10000 (94.93%), best:    9493/10000 (94.93%), error:      1779.60242, best error:      1779.60242 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 32.5980987549s, input_fired_time: 0.3743743002, output_fired_time: 0.3613258302, propagate_forward_time: 12.0892257690, propagate_backward_time: 17.7297134399, weight_update_time: 0.0998571813, other_time: 2.0434589386
epoch time: 2.8393244743s, input_fired_time: 0.0456955470, output_fired_time: 0.0000000000, propagate_forward_time: 2.4269487858, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3666801453
validation[          , genome  2271] predictions:    9437/  10000 (94.37%), best:    9493/10000 (94.93%), error:      1863.36304, best error:      1779.60242 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 32.3419075012s, input_fired_time: 0.3692793250, output_fired_time: 0.3560985029, propagate_forward_time: 11.9671030045, propagate_backward_time: 17.6192436218, weight_update_time: 0.0989789590, other_time: 2.0301818848
epoch time: 2.8019471169s, input_fired_time: 0.0449710675, output_fired_time: 0.0000000000, propagate_forward_time: 2.3978743553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3591017723
validation[          , genome  2271] predictions:    9490/  10000 (94.90%), best:    9493/10000 (94.93%), error:      1787.81909, best error:      1779.60242 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 32.6140556335s, input_fired_time: 0.3719892204, output_fired_time: 0.3619303107, propagate_forward_time: 12.0812902451, propagate_backward_time: 17.7554321289, weight_update_time: 0.1003582031, other_time: 2.0434112549
epoch time: 2.8272898197s, input_fired_time: 0.0463811159, output_fired_time: 0.0000000000, propagate_forward_time: 2.4154911041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3654174805
validation[          , genome  2271] predictions:    9472/  10000 (94.72%), best:    9493/10000 (94.93%), error:      1822.06689, best error:      1779.60242 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 32.4176177979s, input_fired_time: 0.3711044490, output_fired_time: 0.3598764539, propagate_forward_time: 12.0144481659, propagate_backward_time: 17.6854438782, weight_update_time: 0.0986025780, other_time: 1.9867439270
epoch time: 2.8244016171s, input_fired_time: 0.0456160568, output_fired_time: 0.0000000000, propagate_forward_time: 2.4177401066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3610453606
validation[          , genome  2271] predictions:    9456/  10000 (94.56%), best:    9493/10000 (94.93%), error:      1865.75610, best error:      1779.60242 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 32.6275863647s, input_fired_time: 0.3706836700, output_fired_time: 0.3654212654, propagate_forward_time: 12.1032295227, propagate_backward_time: 17.7938995361, weight_update_time: 0.1002962962, other_time: 1.9943542480
epoch time: 2.8295516968s, input_fired_time: 0.0453990959, output_fired_time: 0.0000000000, propagate_forward_time: 2.4218034744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3623490334
validation[          , genome  2271] predictions:    9474/  10000 (94.74%), best:    9493/10000 (94.93%), error:      1786.98889, best error:      1779.60242 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 32.4562377930s, input_fired_time: 0.3700158596, output_fired_time: 0.3595885336, propagate_forward_time: 12.0267477036, propagate_backward_time: 17.6916980743, weight_update_time: 0.0994236320, other_time: 2.0081882477
epoch time: 2.8322908878s, input_fired_time: 0.0464388020, output_fired_time: 0.0000000000, propagate_forward_time: 2.4225926399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3632595539
validation[          , genome  2271] predictions:    9465/  10000 (94.65%), best:    9493/10000 (94.93%), error:      1828.17200, best error:      1779.60242 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 32.3749237061s, input_fired_time: 0.3698348403, output_fired_time: 0.3592521548, propagate_forward_time: 11.9824199677, propagate_backward_time: 17.6661224365, weight_update_time: 0.0983945876, other_time: 1.9972934723
epoch time: 2.8169817924s, input_fired_time: 0.0455063246, output_fired_time: 0.0000000000, propagate_forward_time: 2.4115686417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3599069118
validation[          , genome  2271] predictions:    9453/  10000 (94.53%), best:    9493/10000 (94.93%), error:      1853.27515, best error:      1779.60242 on epoch:    67, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 32.6174812317s, input_fired_time: 0.3728334904, output_fired_time: 0.3622672260, propagate_forward_time: 12.0922336578, propagate_backward_time: 17.7541084290, weight_update_time: 0.1008665338, other_time: 2.0360393524
epoch time: 2.8302495480s, input_fired_time: 0.0455917045, output_fired_time: 0.0000000000, propagate_forward_time: 2.4175271988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3671307564
validation[          , genome  2271] predictions:    9446/  10000 (94.46%), best:    9493/10000 (94.93%), error:      1860.76086, best error:      1779.60242 on epoch:    67, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 32.2802276611s, input_fired_time: 0.3689832389, output_fired_time: 0.3587528765, propagate_forward_time: 11.9682083130, propagate_backward_time: 17.6029033661, weight_update_time: 0.0988584831, other_time: 1.9813804626
epoch time: 2.8223819733s, input_fired_time: 0.0465617962, output_fired_time: 0.0000000000, propagate_forward_time: 2.4160110950, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3598091602
validation[          , genome  2271] predictions:    9465/  10000 (94.65%), best:    9493/10000 (94.93%), error:      1830.93677, best error:      1779.60242 on epoch:    67, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 32.6416053772s, input_fired_time: 0.3722729683, output_fired_time: 0.3633232713, propagate_forward_time: 12.0899477005, propagate_backward_time: 17.7895259857, weight_update_time: 0.1002886519, other_time: 2.0265369415
epoch time: 2.8330419064s, input_fired_time: 0.0465686060, output_fired_time: 0.0000000000, propagate_forward_time: 2.4205825329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3658907413
validation[          , genome  2271] predictions:    9447/  10000 (94.47%), best:    9493/10000 (94.93%), error:      1883.04236, best error:      1779.60242 on epoch:    67, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 32.6914710999s, input_fired_time: 0.3722032905, output_fired_time: 0.3648801446, propagate_forward_time: 12.1193952560, propagate_backward_time: 17.8433895111, weight_update_time: 0.1003111601, other_time: 1.9916019440
epoch time: 2.8125205040s, input_fired_time: 0.0456887186, output_fired_time: 0.0000000000, propagate_forward_time: 2.4026505947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3641812801
validation[          , genome  2271] predictions:    9459/  10000 (94.59%), best:    9493/10000 (94.93%), error:      1834.63916, best error:      1779.60242 on epoch:    67, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 32.4958000183s, input_fired_time: 0.3732204437, output_fired_time: 0.3580982685, propagate_forward_time: 12.0726776123, propagate_backward_time: 17.6484222412, weight_update_time: 0.0996892825, other_time: 2.0433826447
epoch time: 2.8261837959s, input_fired_time: 0.0461453311, output_fired_time: 0.0000000000, propagate_forward_time: 2.4144284725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3656098843
validation[          , genome  2271] predictions:    9491/  10000 (94.91%), best:    9493/10000 (94.93%), error:      1794.87024, best error:      1779.60242 on epoch:    67, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 32.5642547607s, input_fired_time: 0.3717523813, output_fired_time: 0.3625701964, propagate_forward_time: 12.0975408554, propagate_backward_time: 17.7424030304, weight_update_time: 0.0998772904, other_time: 1.9899883270
epoch time: 2.8271114826s, input_fired_time: 0.0467407703, output_fired_time: 0.0000000000, propagate_forward_time: 2.4175908566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3627798557
validation[          , genome  2271] predictions:    9449/  10000 (94.49%), best:    9493/10000 (94.93%), error:      1825.71204, best error:      1779.60242 on epoch:    67, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 32.5946922302s, input_fired_time: 0.3724587858, output_fired_time: 0.3603206575, propagate_forward_time: 12.0804662704, propagate_backward_time: 17.7914695740, weight_update_time: 0.0985147133, other_time: 1.9899749756
epoch time: 2.8384153843s, input_fired_time: 0.0455165543, output_fired_time: 0.0000000000, propagate_forward_time: 2.4313123226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3615865707
validation[          , genome  2271] predictions:    9445/  10000 (94.45%), best:    9493/10000 (94.93%), error:      1923.41541, best error:      1779.60242 on epoch:    67, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 32.6207923889s, input_fired_time: 0.3752196133, output_fired_time: 0.3620308042, propagate_forward_time: 12.0803279877, propagate_backward_time: 17.7593879700, weight_update_time: 0.1012616977, other_time: 2.0438251495
epoch time: 2.8261506557s, input_fired_time: 0.0460821018, output_fired_time: 0.0000000000, propagate_forward_time: 2.4155421257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3645265102
validation[          , genome  2271] predictions:    9458/  10000 (94.58%), best:    9493/10000 (94.93%), error:      1810.65308, best error:      1779.60242 on epoch:    67, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 32.8511695862s, input_fired_time: 0.3773847818, output_fired_time: 0.3652552664, propagate_forward_time: 12.1771316528, propagate_backward_time: 17.8935375214, weight_update_time: 0.1013201103, other_time: 2.0378627777
epoch time: 2.8388152122s, input_fired_time: 0.0470893607, output_fired_time: 0.0000000000, propagate_forward_time: 2.4265205860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3652052879
validation[          , genome  2271] predictions:    9464/  10000 (94.64%), best:    9493/10000 (94.93%), error:      1800.07080, best error:      1779.60242 on epoch:    67, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 32.7098426819s, input_fired_time: 0.3759618998, output_fired_time: 0.3638389707, propagate_forward_time: 12.1023378372, propagate_backward_time: 17.8312492371, weight_update_time: 0.1008918136, other_time: 2.0364570618
epoch time: 2.8317704201s, input_fired_time: 0.0454635955, output_fired_time: 0.0000000000, propagate_forward_time: 2.4224963188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3638105392
validation[          , genome  2271] predictions:    9460/  10000 (94.60%), best:    9493/10000 (94.93%), error:      1831.41675, best error:      1779.60242 on epoch:    67, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 32.4817886353s, input_fired_time: 0.3737838268, output_fired_time: 0.3587563038, propagate_forward_time: 12.0308198929, propagate_backward_time: 17.6808185577, weight_update_time: 0.0995359123, other_time: 2.0376110077
epoch time: 2.8257627487s, input_fired_time: 0.0468364507, output_fired_time: 0.0000000000, propagate_forward_time: 2.4140107632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3649156094
validation[          , genome  2271] predictions:    9470/  10000 (94.70%), best:    9493/10000 (94.93%), error:      1824.23181, best error:      1779.60242 on epoch:    67, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 32.5415725708s, input_fired_time: 0.3713438213, output_fired_time: 0.3631367385, propagate_forward_time: 12.0746860504, propagate_backward_time: 17.7404308319, weight_update_time: 0.0990396366, other_time: 1.9919738770
epoch time: 2.8229300976s, input_fired_time: 0.0456096679, output_fired_time: 0.0000000000, propagate_forward_time: 2.4141967297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3631236553
validation[          , genome  2271] predictions:    9459/  10000 (94.59%), best:    9493/10000 (94.93%), error:      1865.47864, best error:      1779.60242 on epoch:    67, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 32.6003379822s, input_fired_time: 0.3735078275, output_fired_time: 0.3624285460, propagate_forward_time: 12.0517616272, propagate_backward_time: 17.7790088654, weight_update_time: 0.0997696221, other_time: 2.0336303711
epoch time: 2.8201150894s, input_fired_time: 0.0465720296, output_fired_time: 0.0000000000, propagate_forward_time: 2.4078953266, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3656477928
validation[          , genome  2271] predictions:    9412/  10000 (94.12%), best:    9493/10000 (94.93%), error:      1973.69995, best error:      1779.60242 on epoch:    67, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 32.6383399963s, input_fired_time: 0.3740421534, output_fired_time: 0.3638483286, propagate_forward_time: 12.1154375076, propagate_backward_time: 17.7892646790, weight_update_time: 0.0987483412, other_time: 1.9957466125
epoch time: 2.8273367882s, input_fired_time: 0.0459923968, output_fired_time: 0.0000000000, propagate_forward_time: 2.4196934700, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3616509438
validation[          , genome  2271] predictions:    9463/  10000 (94.63%), best:    9493/10000 (94.93%), error:      1811.32922, best error:      1779.60242 on epoch:    67, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 32.5243835449s, input_fired_time: 0.3712447882, output_fired_time: 0.3632390499, propagate_forward_time: 12.0665378571, propagate_backward_time: 17.7266635895, weight_update_time: 0.0994364396, other_time: 1.9966964722
epoch time: 2.8216278553s, input_fired_time: 0.0459005535, output_fired_time: 0.0000000000, propagate_forward_time: 2.4145526886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3611745834
validation[          , genome  2271] predictions:    9468/  10000 (94.68%), best:    9468/10000 (94.68%), error:      1771.99951, best error:      1771.99951 on epoch:    89, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 32.6016349792s, input_fired_time: 0.3731986582, output_fired_time: 0.3611084223, propagate_forward_time: 12.0897560120, propagate_backward_time: 17.7522563934, weight_update_time: 0.0990584716, other_time: 2.0253143311
epoch time: 2.8216414452s, input_fired_time: 0.0457113460, output_fired_time: 0.0000000000, propagate_forward_time: 2.4112052917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3647248745
validation[          , genome  2271] predictions:    9450/  10000 (94.50%), best:    9468/10000 (94.68%), error:      1880.40430, best error:      1771.99951 on epoch:    89, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 32.5390815735s, input_fired_time: 0.3742244840, output_fired_time: 0.3619795442, propagate_forward_time: 12.0662250519, propagate_backward_time: 17.7244396210, weight_update_time: 0.1004611254, other_time: 2.0122108459
epoch time: 2.8156220913s, input_fired_time: 0.0469803922, output_fired_time: 0.0000000000, propagate_forward_time: 2.4080569744, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3605847359
validation[          , genome  2271] predictions:    9471/  10000 (94.71%), best:    9468/10000 (94.68%), error:      1809.61255, best error:      1771.99951 on epoch:    89, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 32.4355239868s, input_fired_time: 0.3726482391, output_fired_time: 0.3590196967, propagate_forward_time: 12.0264854431, propagate_backward_time: 17.6936893463, weight_update_time: 0.0989409834, other_time: 1.9836788177
epoch time: 2.8155040741s, input_fired_time: 0.0458834693, output_fired_time: 0.0000000000, propagate_forward_time: 2.4092948437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3603258133
validation[          , genome  2271] predictions:    9476/  10000 (94.76%), best:    9468/10000 (94.68%), error:      1790.11072, best error:      1771.99951 on epoch:    89, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 32.3381805420s, input_fired_time: 0.3704034686, output_fired_time: 0.3577023745, propagate_forward_time: 11.9886236191, propagate_backward_time: 17.6410484314, weight_update_time: 0.0983835757, other_time: 1.9804039001
epoch time: 2.8008134365s, input_fired_time: 0.0460978933, output_fired_time: 0.0000000000, propagate_forward_time: 2.3955221176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3591933250
validation[          , genome  2271] predictions:    9482/  10000 (94.82%), best:    9482/10000 (94.82%), error:      1758.01038, best error:      1758.01038 on epoch:    93, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 32.6160697937s, input_fired_time: 0.3754960597, output_fired_time: 0.3611158431, propagate_forward_time: 12.1070785522, propagate_backward_time: 17.7641658783, weight_update_time: 0.1001006663, other_time: 2.0082130432
epoch time: 2.8330874443s, input_fired_time: 0.0463892594, output_fired_time: 0.0000000000, propagate_forward_time: 2.4243450165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3623530865
validation[          , genome  2271] predictions:    9423/  10000 (94.23%), best:    9482/10000 (94.82%), error:      1970.57068, best error:      1758.01038 on epoch:    93, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 32.7033843994s, input_fired_time: 0.3764554262, output_fired_time: 0.3631867766, propagate_forward_time: 12.1332159042, propagate_backward_time: 17.7859649658, weight_update_time: 0.0999618769, other_time: 2.0445594788
epoch time: 2.8165524006s, input_fired_time: 0.0461384989, output_fired_time: 0.0000000000, propagate_forward_time: 2.4088118076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3616020679
validation[          , genome  2271] predictions:    9478/  10000 (94.78%), best:    9482/10000 (94.82%), error:      1781.08765, best error:      1758.01038 on epoch:    93, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 32.7626762390s, input_fired_time: 0.3779212832, output_fired_time: 0.3665319085, propagate_forward_time: 12.1311397552, propagate_backward_time: 17.8368015289, weight_update_time: 0.1019954830, other_time: 2.0502815247
epoch time: 2.8378882408s, input_fired_time: 0.0467685647, output_fired_time: 0.0000000000, propagate_forward_time: 2.4257352352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3653843403
validation[          , genome  2271] predictions:    9477/  10000 (94.77%), best:    9482/10000 (94.82%), error:      1762.71619, best error:      1758.01038 on epoch:    93, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 32.7479438782s, input_fired_time: 0.3738676906, output_fired_time: 0.3645372093, propagate_forward_time: 12.1499071121, propagate_backward_time: 17.8625106812, weight_update_time: 0.0993621349, other_time: 1.9971237183
epoch time: 2.8335475922s, input_fired_time: 0.0460927896, output_fired_time: 0.0000000000, propagate_forward_time: 2.4269907475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3604640961
validation[          , genome  2271] predictions:    9474/  10000 (94.74%), best:    9482/10000 (94.82%), error:      1789.72949, best error:      1758.01038 on epoch:    93, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 32.6879463196s, input_fired_time: 0.3774994910, output_fired_time: 0.3605682850, propagate_forward_time: 12.0891656876, propagate_backward_time: 17.8102092743, weight_update_time: 0.1010485590, other_time: 2.0505046844
epoch time: 2.8414399624s, input_fired_time: 0.0469112098, output_fired_time: 0.0000000000, propagate_forward_time: 2.4273805618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3671481609
validation[          , genome  2271] predictions:    9405/  10000 (94.05%), best:    9482/10000 (94.82%), error:      1958.49109, best error:      1758.01038 on epoch:    93, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 32.5013618469s, input_fired_time: 0.3760334849, output_fired_time: 0.3598224223, propagate_forward_time: 12.0596094131, propagate_backward_time: 17.7201709747, weight_update_time: 0.0989768431, other_time: 1.9857234955
epoch time: 2.8088626862s, input_fired_time: 0.0472191498, output_fired_time: 0.0000000000, propagate_forward_time: 2.4015455246, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3600981236
validation[          , genome  2271] predictions:    9468/  10000 (94.68%), best:    9482/10000 (94.82%), error:      1797.19641, best error:      1758.01038 on epoch:    93, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 32.6054611206s, input_fired_time: 0.3780157566, output_fired_time: 0.3617599010, propagate_forward_time: 12.0793704987, propagate_backward_time: 17.7393703461, weight_update_time: 0.0995688885, other_time: 2.0469436646
epoch time: 2.8190984726s, input_fired_time: 0.0466788225, output_fired_time: 0.0000000000, propagate_forward_time: 2.4128134251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3596062660
validation[          , genome  2271] predictions:    9440/  10000 (94.40%), best:    9482/10000 (94.82%), error:      1896.00659, best error:      1758.01038 on epoch:    93, 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: 14.2096929550s, input_fired_time: 0.2332552671, output_fired_time: 0.0000000000, propagate_forward_time: 12.0881576538, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8882799149
best training[          , genome  2271] predictions:   48232/  50000 (96.46%), best:    9482/10000 (94.82%), error:      6598.71680, best error:      1758.01038 on epoch:    93, 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: 2.8349289894s, input_fired_time: 0.0464272723, output_fired_time: 0.0000000000, propagate_forward_time: 2.4273056984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3611960411
   testing[          , genome  2271] predictions:    9546/  10000 (95.46%), best:    9482/10000 (94.82%), error:      1591.27258, best error:      1758.01038 on epoch:    93, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:54:39 (4248): called boinc_finish(0)

</stderr_txt>
]]>