Nameexact_genome_1512568488_44_2074_0
Workunit2581682
Created6 Dec 2017, 22:00:14 UTC
Sent6 Dec 2017, 22:07:25 UTC
Report deadline9 Dec 2017, 21:37:35 UTC
Received6 Dec 2017, 23:46:25 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID54172
Run time1 hours 38 min 42 sec
CPU time1 hours 38 min 40 sec
Validate stateValid
Credit744.82
Device peak FLOPS3.27 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size148.94 MB
Peak swap size150.70 MB
Peak disk usage0.93 MB

Stderr output

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

epoch time: 53.4079208374s, input_fired_time: 0.4930109084, output_fired_time: 0.3622642756, propagate_forward_time: 22.2836723328, propagate_backward_time: 28.1751575470, weight_update_time: 0.0942336023, other_time: 2.0938167572
epoch time: 4.8960032463s, input_fired_time: 0.0550314076, output_fired_time: 0.0000000000, propagate_forward_time: 4.4576034546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3833684921
validation[          , genome  2074] predictions:    9416/  10000 (94.16%), best:    9414/10000 (94.14%), error:      2020.58435, best error:      2005.97314 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 53.3308944702s, input_fired_time: 0.4923856556, output_fired_time: 0.3575841784, propagate_forward_time: 22.2940940857, propagate_backward_time: 28.1022167206, weight_update_time: 0.0939936265, other_time: 2.0846118927
epoch time: 4.9112877846s, input_fired_time: 0.0548592284, output_fired_time: 0.0000000000, propagate_forward_time: 4.4780654907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3783631325
validation[          , genome  2074] predictions:    9431/  10000 (94.31%), best:    9431/10000 (94.31%), error:      1988.44409, best error:      1988.44409 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 53.3512573242s, input_fired_time: 0.4903079867, output_fired_time: 0.3551661372, propagate_forward_time: 22.3043022156, propagate_backward_time: 28.1151313782, weight_update_time: 0.0943124965, other_time: 2.0863494873
epoch time: 4.8930072784s, input_fired_time: 0.0546203740, output_fired_time: 0.0000000000, propagate_forward_time: 4.4519662857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3864207268
validation[          , genome  2074] predictions:    9417/  10000 (94.17%), best:    9417/10000 (94.17%), error:      1977.95728, best error:      1977.95728 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 53.5422859192s, input_fired_time: 0.4957591891, output_fired_time: 0.3643174469, propagate_forward_time: 22.2955188751, propagate_backward_time: 28.2816753387, weight_update_time: 0.0945366174, other_time: 2.1050148010
epoch time: 4.8964719772s, input_fired_time: 0.0554578938, output_fired_time: 0.0000000000, propagate_forward_time: 4.4557533264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3852605820
validation[          , genome  2074] predictions:    9431/  10000 (94.31%), best:    9417/10000 (94.17%), error:      1985.42273, best error:      1977.95728 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 53.4344940186s, input_fired_time: 0.4935044944, output_fired_time: 0.3601744771, propagate_forward_time: 22.2659416199, propagate_backward_time: 28.2142677307, weight_update_time: 0.0941055119, other_time: 2.1006050110
epoch time: 4.8991479874s, input_fired_time: 0.0554460399, output_fired_time: 0.0000000000, propagate_forward_time: 4.4568471909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3868546486
validation[          , genome  2074] predictions:    9459/  10000 (94.59%), best:    9459/10000 (94.59%), error:      1941.30933, best error:      1941.30933 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 53.5593299866s, input_fired_time: 0.4960032403, output_fired_time: 0.3626821041, propagate_forward_time: 22.3128929138, propagate_backward_time: 28.2853488922, weight_update_time: 0.0943612903, other_time: 2.1024036407
epoch time: 4.9144649506s, input_fired_time: 0.0545804538, output_fired_time: 0.0000000000, propagate_forward_time: 4.4756779671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3842062950
validation[          , genome  2074] predictions:    9433/  10000 (94.33%), best:    9433/10000 (94.33%), error:      1939.16785, best error:      1939.16785 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 53.6041908264s, input_fired_time: 0.4943741858, output_fired_time: 0.3625021577, propagate_forward_time: 22.3754024506, propagate_backward_time: 28.2788257599, weight_update_time: 0.0941661000, other_time: 2.0930862427
epoch time: 4.8994069099s, input_fired_time: 0.0544119924, output_fired_time: 0.0000000000, propagate_forward_time: 4.4655656815, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3794293404
validation[          , genome  2074] predictions:    9404/  10000 (94.04%), best:    9433/10000 (94.33%), error:      2027.48633, best error:      1939.16785 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 53.5588493347s, input_fired_time: 0.4950685501, output_fired_time: 0.3606120646, propagate_forward_time: 22.3727779388, propagate_backward_time: 28.2347049713, weight_update_time: 0.0941675901, other_time: 2.0956878662
epoch time: 4.9193267822s, input_fired_time: 0.0560339354, output_fired_time: 0.0000000000, propagate_forward_time: 4.4770040512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3862886429
validation[          , genome  2074] predictions:    9416/  10000 (94.16%), best:    9433/10000 (94.33%), error:      1998.65723, best error:      1939.16785 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 53.5695190430s, input_fired_time: 0.4976869226, output_fired_time: 0.3626280427, propagate_forward_time: 22.3487491608, propagate_backward_time: 28.2607917786, weight_update_time: 0.0940456539, other_time: 2.0996608734
epoch time: 4.9017915726s, input_fired_time: 0.0557350293, output_fired_time: 0.0000000000, propagate_forward_time: 4.4679794312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3780770302
validation[          , genome  2074] predictions:    9433/  10000 (94.33%), best:    9433/10000 (94.33%), error:      1955.55859, best error:      1939.16785 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 53.6376724243s, input_fired_time: 0.4977981150, output_fired_time: 0.3630127311, propagate_forward_time: 22.3960170746, propagate_backward_time: 28.2827129364, weight_update_time: 0.0943324938, other_time: 2.0981292725
epoch time: 4.9197402000s, input_fired_time: 0.0556469336, output_fired_time: 0.0000000000, propagate_forward_time: 4.4792451859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3848481178
validation[          , genome  2074] predictions:    9402/  10000 (94.02%), best:    9433/10000 (94.33%), error:      2046.71960, best error:      1939.16785 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 53.6501541138s, input_fired_time: 0.4988615215, output_fired_time: 0.3632707596, propagate_forward_time: 22.4018287659, propagate_backward_time: 28.2906074524, weight_update_time: 0.0942930281, other_time: 2.0955848694
epoch time: 4.9180321693s, input_fired_time: 0.0556231439, output_fired_time: 0.0000000000, propagate_forward_time: 4.4774436951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3849654198
validation[          , genome  2074] predictions:    9428/  10000 (94.28%), best:    9433/10000 (94.33%), error:      1954.77966, best error:      1939.16785 on epoch:    19, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 53.6688880920s, input_fired_time: 0.4990915358, output_fired_time: 0.3638912439, propagate_forward_time: 22.3903369904, propagate_backward_time: 28.3175601959, weight_update_time: 0.0940603763, other_time: 2.0980072021
epoch time: 4.9168858528s, input_fired_time: 0.0554614030, output_fired_time: 0.0000000000, propagate_forward_time: 4.4753580093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3860664368
validation[          , genome  2074] predictions:    9467/  10000 (94.67%), best:    9467/10000 (94.67%), error:      1890.17615, best error:      1890.17615 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 53.7200241089s, input_fired_time: 0.4993273616, output_fired_time: 0.3648210764, propagate_forward_time: 22.3410282135, propagate_backward_time: 28.4130725861, weight_update_time: 0.0946946517, other_time: 2.1017723083
epoch time: 4.8971805573s, input_fired_time: 0.0558417253, output_fired_time: 0.0000000000, propagate_forward_time: 4.4636220932, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3777165413
validation[          , genome  2074] predictions:    9441/  10000 (94.41%), best:    9467/10000 (94.67%), error:      1901.94128, best error:      1890.17615 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 53.6588363647s, input_fired_time: 0.4996128678, output_fired_time: 0.3647919893, propagate_forward_time: 22.3610649109, propagate_backward_time: 28.3305778503, weight_update_time: 0.0947534591, other_time: 2.1027870178
epoch time: 4.9074926376s, input_fired_time: 0.0557197258, output_fired_time: 0.0000000000, propagate_forward_time: 4.4666395187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3851332664
validation[          , genome  2074] predictions:    9475/  10000 (94.75%), best:    9475/10000 (94.75%), error:      1850.11462, best error:      1850.11462 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 53.6315269470s, input_fired_time: 0.4980428219, output_fired_time: 0.3636235297, propagate_forward_time: 22.3699455261, propagate_backward_time: 28.3026733398, weight_update_time: 0.0941762328, other_time: 2.0972404480
epoch time: 4.9121775627s, input_fired_time: 0.0557236858, output_fired_time: 0.0000000000, propagate_forward_time: 4.4723057747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3841481209
validation[          , genome  2074] predictions:    9455/  10000 (94.55%), best:    9475/10000 (94.75%), error:      1893.79236, best error:      1850.11462 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 53.8538780212s, input_fired_time: 0.5027257800, output_fired_time: 0.3666180372, propagate_forward_time: 22.4255542755, propagate_backward_time: 28.4464187622, weight_update_time: 0.0946465954, other_time: 2.1125583649
epoch time: 4.8279886246s, input_fired_time: 0.0552819669, output_fired_time: 0.0000000000, propagate_forward_time: 4.3906316757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3820748329
validation[          , genome  2074] predictions:    9445/  10000 (94.45%), best:    9475/10000 (94.75%), error:      1905.78430, best error:      1850.11462 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 53.3933563232s, input_fired_time: 0.4988677502, output_fired_time: 0.3642754555, propagate_forward_time: 22.1966266632, propagate_backward_time: 28.2345008850, weight_update_time: 0.0944831669, other_time: 2.0990848541
epoch time: 4.8210306168s, input_fired_time: 0.0550153702, output_fired_time: 0.0000000000, propagate_forward_time: 4.3842706680, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3817443848
validation[          , genome  2074] predictions:    9452/  10000 (94.52%), best:    9475/10000 (94.75%), error:      1957.06677, best error:      1850.11462 on epoch:    27, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 53.6211395264s, input_fired_time: 0.4994316101, output_fired_time: 0.3647520840, propagate_forward_time: 22.3003158569, propagate_backward_time: 28.3589305878, weight_update_time: 0.0947688892, other_time: 2.0977077484
epoch time: 4.9145717621s, input_fired_time: 0.0560461171, output_fired_time: 0.0000000000, propagate_forward_time: 4.4714012146, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3871245384
validation[          , genome  2074] predictions:    9417/  10000 (94.17%), best:    9475/10000 (94.75%), error:      1962.27490, best error:      1850.11462 on epoch:    27, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 53.8036613464s, input_fired_time: 0.5017461181, output_fired_time: 0.3670763373, propagate_forward_time: 22.3643379211, propagate_backward_time: 28.4647331238, weight_update_time: 0.0947464779, other_time: 2.1057662964
epoch time: 4.9281935692s, input_fired_time: 0.0562949479, output_fired_time: 0.0000000000, propagate_forward_time: 4.4851622581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3867363930
validation[          , genome  2074] predictions:    9447/  10000 (94.47%), best:    9475/10000 (94.75%), error:      1904.44006, best error:      1850.11462 on epoch:    27, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 53.7469825745s, input_fired_time: 0.5023464561, output_fired_time: 0.3661499918, propagate_forward_time: 22.3515338898, propagate_backward_time: 28.4199371338, weight_update_time: 0.0946711153, other_time: 2.1070156097
epoch time: 4.9034266472s, input_fired_time: 0.0560694896, output_fired_time: 0.0000000000, propagate_forward_time: 4.4614357948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3859214783
validation[          , genome  2074] predictions:    9424/  10000 (94.24%), best:    9475/10000 (94.75%), error:      1997.25879, best error:      1850.11462 on epoch:    27, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 53.6766014099s, input_fired_time: 0.5018957853, output_fired_time: 0.3653750420, propagate_forward_time: 22.3325519562, propagate_backward_time: 28.3760318756, weight_update_time: 0.0948008001, other_time: 2.1007461548
epoch time: 4.9183473587s, input_fired_time: 0.0561623424, output_fired_time: 0.0000000000, propagate_forward_time: 4.4766111374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3855738640
validation[          , genome  2074] predictions:    9447/  10000 (94.47%), best:    9475/10000 (94.75%), error:      1862.04370, best error:      1850.11462 on epoch:    27, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 53.4948081970s, input_fired_time: 0.5013062954, output_fired_time: 0.3641208410, propagate_forward_time: 22.2525672913, propagate_backward_time: 28.2849369049, weight_update_time: 0.0944279805, other_time: 2.0918788910
epoch time: 4.9205074310s, input_fired_time: 0.0560426153, output_fired_time: 0.0000000000, propagate_forward_time: 4.4784755707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3859891891
validation[          , genome  2074] predictions:    9445/  10000 (94.45%), best:    9475/10000 (94.75%), error:      1906.51318, best error:      1850.11462 on epoch:    27, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 53.7418594360s, input_fired_time: 0.5025224686, output_fired_time: 0.3653035164, propagate_forward_time: 22.3798465729, propagate_backward_time: 28.4010391235, weight_update_time: 0.0946422741, other_time: 2.0931491852
epoch time: 4.9012432098s, input_fired_time: 0.0569511019, output_fired_time: 0.0000000000, propagate_forward_time: 4.4597792625, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3845129013
validation[          , genome  2074] predictions:    9448/  10000 (94.48%), best:    9475/10000 (94.75%), error:      1906.10059, best error:      1850.11462 on epoch:    27, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 53.6489601135s, input_fired_time: 0.5024467111, output_fired_time: 0.3655332923, propagate_forward_time: 22.3149852753, propagate_backward_time: 28.3641643524, weight_update_time: 0.0947060883, other_time: 2.1018333435
epoch time: 4.8809108734s, input_fired_time: 0.0562974885, output_fired_time: 0.0000000000, propagate_forward_time: 4.4410257339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3835878372
validation[          , genome  2074] predictions:    9475/  10000 (94.75%), best:    9475/10000 (94.75%), error:      1831.21912, best error:      1831.21912 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 53.5635452271s, input_fired_time: 0.5031147003, output_fired_time: 0.3647211492, propagate_forward_time: 22.2709884644, propagate_backward_time: 28.3223476410, weight_update_time: 0.0945491716, other_time: 2.1023769379
epoch time: 4.8770670891s, input_fired_time: 0.0564947911, output_fired_time: 0.0000000000, propagate_forward_time: 4.4354767799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3850955963
validation[          , genome  2074] predictions:    9475/  10000 (94.75%), best:    9475/10000 (94.75%), error:      1833.17053, best error:      1831.21912 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 53.1699943542s, input_fired_time: 0.5007284284, output_fired_time: 0.3601697683, propagate_forward_time: 22.1302127838, propagate_backward_time: 28.0896015167, weight_update_time: 0.0939138830, other_time: 2.0892829895
epoch time: 4.8929920197s, input_fired_time: 0.0565747619, output_fired_time: 0.0000000000, propagate_forward_time: 4.4534239769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3829932213
validation[          , genome  2074] predictions:    9443/  10000 (94.43%), best:    9475/10000 (94.75%), error:      1925.52808, best error:      1831.21912 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 53.2559623718s, input_fired_time: 0.4981232285, output_fired_time: 0.3549547195, propagate_forward_time: 22.2362213135, propagate_backward_time: 28.0857601166, weight_update_time: 0.0943024755, other_time: 2.0809040070
epoch time: 4.9053926468s, input_fired_time: 0.0567368902, output_fired_time: 0.0000000000, propagate_forward_time: 4.4652585983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3833971024
validation[          , genome  2074] predictions:    9450/  10000 (94.50%), best:    9475/10000 (94.75%), error:      1906.36218, best error:      1831.21912 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 53.3155632019s, input_fired_time: 0.5024573803, output_fired_time: 0.3611499071, propagate_forward_time: 22.1632251740, propagate_backward_time: 28.1546039581, weight_update_time: 0.0943892077, other_time: 2.1341285706
epoch time: 4.9046959877s, input_fired_time: 0.0569928549, output_fired_time: 0.0000000000, propagate_forward_time: 4.4626660347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3850369453
validation[          , genome  2074] predictions:    9461/  10000 (94.61%), best:    9461/10000 (94.61%), error:      1828.90979, best error:      1828.90979 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 53.5985336304s, input_fired_time: 0.4970526397, output_fired_time: 0.3563957214, propagate_forward_time: 22.2818355560, propagate_backward_time: 28.3147182465, weight_update_time: 0.0950199589, other_time: 2.1485328674
epoch time: 4.9013562202s, input_fired_time: 0.0572287515, output_fired_time: 0.0000000000, propagate_forward_time: 4.4583320618, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3857955933
validation[          , genome  2074] predictions:    9412/  10000 (94.12%), best:    9461/10000 (94.61%), error:      2046.43469, best error:      1828.90979 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 53.3420181274s, input_fired_time: 0.4947568178, output_fired_time: 0.3564949632, propagate_forward_time: 22.2087726593, propagate_backward_time: 28.1739120483, weight_update_time: 0.0943007097, other_time: 2.1080799103
epoch time: 4.9024477005s, input_fired_time: 0.0564334057, output_fired_time: 0.0000000000, propagate_forward_time: 4.4623441696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3836703300
validation[          , genome  2074] predictions:    9400/  10000 (94.00%), best:    9461/10000 (94.61%), error:      1986.31763, best error:      1828.90979 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 53.5081138611s, input_fired_time: 0.5041025281, output_fired_time: 0.3637297153, propagate_forward_time: 22.3211708069, propagate_backward_time: 28.2252845764, weight_update_time: 0.0942068994, other_time: 2.0938262939
epoch time: 4.9045128822s, input_fired_time: 0.0567966588, output_fired_time: 0.0000000000, propagate_forward_time: 4.4630761147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3846402168
validation[          , genome  2074] predictions:    9441/  10000 (94.41%), best:    9461/10000 (94.61%), error:      1902.90930, best error:      1828.90979 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 53.5116996765s, input_fired_time: 0.5040860176, output_fired_time: 0.3640988469, propagate_forward_time: 22.3236293793, propagate_backward_time: 28.2264881134, weight_update_time: 0.0940965414, other_time: 2.0933990479
epoch time: 4.9056639671s, input_fired_time: 0.0568813011, output_fired_time: 0.0000000000, propagate_forward_time: 4.4652028084, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3835797310
validation[          , genome  2074] predictions:    9461/  10000 (94.61%), best:    9461/10000 (94.61%), error:      1826.57483, best error:      1826.57483 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 53.4972686768s, input_fired_time: 0.5039757490, output_fired_time: 0.3636236787, propagate_forward_time: 22.3202915192, propagate_backward_time: 28.2196464539, weight_update_time: 0.0941083431, other_time: 2.0897312164
epoch time: 4.9066939354s, input_fired_time: 0.0564032644, output_fired_time: 0.0000000000, propagate_forward_time: 4.4669060707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3833847046
validation[          , genome  2074] predictions:    9428/  10000 (94.28%), best:    9461/10000 (94.61%), error:      1893.80896, best error:      1826.57483 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 53.4955711365s, input_fired_time: 0.5039843917, output_fired_time: 0.3641968071, propagate_forward_time: 22.3172111511, propagate_backward_time: 28.2220439911, weight_update_time: 0.0941389278, other_time: 2.0881366730
epoch time: 4.9046134949s, input_fired_time: 0.0561094321, output_fired_time: 0.0000000000, propagate_forward_time: 4.4663949013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3821091652
validation[          , genome  2074] predictions:    9462/  10000 (94.62%), best:    9461/10000 (94.61%), error:      1869.57666, best error:      1826.57483 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 53.4905815125s, input_fired_time: 0.5043814778, output_fired_time: 0.3633771539, propagate_forward_time: 22.3117485046, propagate_backward_time: 28.2176303864, weight_update_time: 0.0940211564, other_time: 2.0934429169
epoch time: 4.9076385498s, input_fired_time: 0.0574436300, output_fired_time: 0.0000000000, propagate_forward_time: 4.4684844017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3817105293
validation[          , genome  2074] predictions:    9478/  10000 (94.78%), best:    9478/10000 (94.78%), error:      1791.09314, best error:      1791.09314 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 53.7063751221s, input_fired_time: 0.5075251460, output_fired_time: 0.3659795225, propagate_forward_time: 22.3705177307, propagate_backward_time: 28.3293666840, weight_update_time: 0.0949349925, other_time: 2.1329860687
epoch time: 4.9168925285s, input_fired_time: 0.0566582009, output_fired_time: 0.0000000000, propagate_forward_time: 4.4751238823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3851103783
validation[          , genome  2074] predictions:    9428/  10000 (94.28%), best:    9478/10000 (94.78%), error:      1954.45227, best error:      1791.09314 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 53.6203956604s, input_fired_time: 0.5072692633, output_fired_time: 0.3632237911, propagate_forward_time: 22.3587779999, propagate_backward_time: 28.2639408112, weight_update_time: 0.0942538902, other_time: 2.1271820068
epoch time: 4.9063878059s, input_fired_time: 0.0571571402, output_fired_time: 0.0000000000, propagate_forward_time: 4.4640669823, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3851637840
validation[          , genome  2074] predictions:    9458/  10000 (94.58%), best:    9478/10000 (94.78%), error:      1819.80249, best error:      1791.09314 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 53.2376670837s, input_fired_time: 0.4993326664, output_fired_time: 0.3466940224, propagate_forward_time: 22.3684463501, propagate_backward_time: 27.9475002289, weight_update_time: 0.0939419493, other_time: 2.0756931305
epoch time: 4.9890074730s, input_fired_time: 0.0583373420, output_fired_time: 0.0000000000, propagate_forward_time: 4.5397486687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3909215927
validation[          , genome  2074] predictions:    9471/  10000 (94.71%), best:    9478/10000 (94.78%), error:      1795.88635, best error:      1791.09314 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 53.9357299805s, input_fired_time: 0.5126309395, output_fired_time: 0.3647099733, propagate_forward_time: 22.4423465729, propagate_backward_time: 28.4692668915, weight_update_time: 0.0947556496, other_time: 2.1467742920
epoch time: 4.9546561241s, input_fired_time: 0.0581566691, output_fired_time: 0.0000000000, propagate_forward_time: 4.5092940331, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3872056007
validation[          , genome  2074] predictions:    9439/  10000 (94.39%), best:    9478/10000 (94.78%), error:      1893.49048, best error:      1791.09314 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 53.6227111816s, input_fired_time: 0.5064488053, output_fired_time: 0.3622116446, propagate_forward_time: 22.4081954956, propagate_backward_time: 28.2187290192, weight_update_time: 0.0942747369, other_time: 2.1271228790
epoch time: 4.9144392014s, input_fired_time: 0.0575870946, output_fired_time: 0.0000000000, propagate_forward_time: 4.4733862877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3834657669
validation[          , genome  2074] predictions:    9470/  10000 (94.70%), best:    9470/10000 (94.70%), error:      1781.91028, best error:      1781.91028 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 53.5556755066s, input_fired_time: 0.5077887177, output_fired_time: 0.3610742688, propagate_forward_time: 22.4544944763, propagate_backward_time: 28.1407032013, weight_update_time: 0.0944451019, other_time: 2.0916156769
epoch time: 4.9142866135s, input_fired_time: 0.0575090684, output_fired_time: 0.0000000000, propagate_forward_time: 4.4737944603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3829832077
validation[          , genome  2074] predictions:    9465/  10000 (94.65%), best:    9470/10000 (94.70%), error:      1881.95813, best error:      1781.91028 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 53.5603904724s, input_fired_time: 0.5085474849, output_fired_time: 0.3621553183, propagate_forward_time: 22.4534587860, propagate_backward_time: 28.1446437836, weight_update_time: 0.0942450240, other_time: 2.0915832520
epoch time: 4.9149003029s, input_fired_time: 0.0578466877, output_fired_time: 0.0000000000, propagate_forward_time: 4.4730725288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3839812279
validation[          , genome  2074] predictions:    9481/  10000 (94.81%), best:    9470/10000 (94.70%), error:      1799.46155, best error:      1781.91028 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 53.5550651550s, input_fired_time: 0.5093550086, output_fired_time: 0.3616392612, propagate_forward_time: 22.4529132843, propagate_backward_time: 28.1396636963, weight_update_time: 0.0942902192, other_time: 2.0914936066
epoch time: 4.9116425514s, input_fired_time: 0.0576328114, output_fired_time: 0.0000000000, propagate_forward_time: 4.4704909325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3835186958
validation[          , genome  2074] predictions:    9419/  10000 (94.19%), best:    9470/10000 (94.70%), error:      1955.11584, best error:      1781.91028 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 53.5704078674s, input_fired_time: 0.5080136657, output_fired_time: 0.3618106246, propagate_forward_time: 22.4500865936, propagate_backward_time: 28.1592254639, weight_update_time: 0.0942782760, other_time: 2.0912723541
epoch time: 4.9095325470s, input_fired_time: 0.0574691519, output_fired_time: 0.0000000000, propagate_forward_time: 4.4688935280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3831696510
validation[          , genome  2074] predictions:    9468/  10000 (94.68%), best:    9470/10000 (94.70%), error:      1825.21362, best error:      1781.91028 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 53.2033958435s, input_fired_time: 0.5019198060, output_fired_time: 0.3471367359, propagate_forward_time: 22.3479576111, propagate_backward_time: 27.9416809082, weight_update_time: 0.0938142240, other_time: 2.0647010803
epoch time: 4.9045176506s, input_fired_time: 0.0579245239, output_fired_time: 0.0000000000, propagate_forward_time: 4.4688453674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3777475357
validation[          , genome  2074] predictions:    9449/  10000 (94.49%), best:    9470/10000 (94.70%), error:      1855.85706, best error:      1781.91028 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 53.3888702393s, input_fired_time: 0.5070331097, output_fired_time: 0.3567273617, propagate_forward_time: 22.4037666321, propagate_backward_time: 28.0414752960, weight_update_time: 0.0940044373, other_time: 2.0798664093
epoch time: 4.9121150970s, input_fired_time: 0.0575924739, output_fired_time: 0.0000000000, propagate_forward_time: 4.4718894958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3826332092
validation[          , genome  2074] predictions:    9473/  10000 (94.73%), best:    9470/10000 (94.70%), error:      1812.85901, best error:      1781.91028 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 53.5392456055s, input_fired_time: 0.5084803700, output_fired_time: 0.3611925244, propagate_forward_time: 22.3684635162, propagate_backward_time: 28.2110271454, weight_update_time: 0.0940992609, other_time: 2.0900840759
epoch time: 4.9087777138s, input_fired_time: 0.0580676496, output_fired_time: 0.0000000000, propagate_forward_time: 4.4673810005, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3833289146
validation[          , genome  2074] predictions:    9480/  10000 (94.80%), best:    9480/10000 (94.80%), error:      1777.79065, best error:      1777.79065 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 53.5111389160s, input_fired_time: 0.5094518065, output_fired_time: 0.3608348072, propagate_forward_time: 22.4117317200, propagate_backward_time: 28.1384449005, weight_update_time: 0.0943164527, other_time: 2.0906734467
epoch time: 4.9056625366s, input_fired_time: 0.0577450618, output_fired_time: 0.0000000000, propagate_forward_time: 4.4649600983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3829574585
validation[          , genome  2074] predictions:    9480/  10000 (94.80%), best:    9480/10000 (94.80%), error:      1779.51843, best error:      1777.79065 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 53.5006980896s, input_fired_time: 0.5105993748, output_fired_time: 0.3613641858, propagate_forward_time: 22.4239711761, propagate_backward_time: 28.1150074005, weight_update_time: 0.0940609723, other_time: 2.0897560120
epoch time: 4.9044561386s, input_fired_time: 0.0583622120, output_fired_time: 0.0000000000, propagate_forward_time: 4.4633908272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3827033043
validation[          , genome  2074] predictions:    9424/  10000 (94.24%), best:    9480/10000 (94.80%), error:      2001.86877, best error:      1777.79065 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 51.8041381836s, input_fired_time: 0.4973700047, output_fired_time: 0.3499861360, propagate_forward_time: 21.5069789886, propagate_backward_time: 27.3938484192, weight_update_time: 0.0918214545, other_time: 2.0559520721
epoch time: 4.8815555573s, input_fired_time: 0.0575387552, output_fired_time: 0.0000000000, propagate_forward_time: 4.4406576157, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3833589554
validation[          , genome  2074] predictions:    9487/  10000 (94.87%), best:    9487/10000 (94.87%), error:      1772.51636, best error:      1772.51636 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 52.9463996887s, input_fired_time: 0.5057860017, output_fired_time: 0.3581035733, propagate_forward_time: 22.0576267242, propagate_backward_time: 27.9558238983, weight_update_time: 0.0929126889, other_time: 2.0690574646
epoch time: 4.8650646210s, input_fired_time: 0.0571706630, output_fired_time: 0.0000000000, propagate_forward_time: 4.4229969978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3848967552
validation[          , genome  2074] predictions:    9477/  10000 (94.77%), best:    9487/10000 (94.87%), error:      1777.82971, best error:      1772.51636 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 53.3420867920s, input_fired_time: 0.5063800812, output_fired_time: 0.3585150540, propagate_forward_time: 22.1849651337, propagate_backward_time: 28.2465839386, weight_update_time: 0.0941902399, other_time: 2.0456428528
epoch time: 4.8736500740s, input_fired_time: 0.0576483086, output_fired_time: 0.0000000000, propagate_forward_time: 4.4391365051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3768653870
validation[          , genome  2074] predictions:    9448/  10000 (94.48%), best:    9487/10000 (94.87%), error:      1854.19421, best error:      1772.51636 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 53.1394882202s, input_fired_time: 0.5063768625, output_fired_time: 0.3591309786, propagate_forward_time: 22.1268939972, propagate_backward_time: 28.1028423309, weight_update_time: 0.0935260355, other_time: 2.0442428589
epoch time: 4.8893637657s, input_fired_time: 0.0580759905, output_fired_time: 0.0000000000, propagate_forward_time: 4.4541974068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3770904541
validation[          , genome  2074] predictions:    9467/  10000 (94.67%), best:    9487/10000 (94.87%), error:      1793.41602, best error:      1772.51636 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 53.4009208679s, input_fired_time: 0.5100283623, output_fired_time: 0.3617210686, propagate_forward_time: 22.2760009766, propagate_backward_time: 28.1961574554, weight_update_time: 0.0939125046, other_time: 2.0570125580
epoch time: 4.8864593506s, input_fired_time: 0.0579206906, output_fired_time: 0.0000000000, propagate_forward_time: 4.4512023926, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3773365021
validation[          , genome  2074] predictions:    9470/  10000 (94.70%), best:    9487/10000 (94.87%), error:      1799.12244, best error:      1772.51636 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 53.3710937500s, input_fired_time: 0.5107365847, output_fired_time: 0.3618647456, propagate_forward_time: 22.2624492645, propagate_backward_time: 28.1808795929, weight_update_time: 0.0937184095, other_time: 2.0551605225
epoch time: 4.8875923157s, input_fired_time: 0.0580671988, output_fired_time: 0.0000000000, propagate_forward_time: 4.4532732964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3762516975
validation[          , genome  2074] predictions:    9447/  10000 (94.47%), best:    9487/10000 (94.87%), error:      1845.72217, best error:      1772.51636 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 53.0919609070s, input_fired_time: 0.5055199265, output_fired_time: 0.3509500623, propagate_forward_time: 22.2457580566, propagate_backward_time: 27.9536800385, weight_update_time: 0.0932690650, other_time: 2.0360546112
epoch time: 4.8894371986s, input_fired_time: 0.0583167598, output_fired_time: 0.0000000000, propagate_forward_time: 4.4542055130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3769149780
validation[          , genome  2074] predictions:    9455/  10000 (94.55%), best:    9487/10000 (94.87%), error:      1844.69214, best error:      1772.51636 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 53.3662757874s, input_fired_time: 0.5120060444, output_fired_time: 0.3611055017, propagate_forward_time: 22.2597675323, propagate_backward_time: 28.1788978577, weight_update_time: 0.0936385617, other_time: 2.0544986725
epoch time: 4.8863000870s, input_fired_time: 0.0580656864, output_fired_time: 0.0000000000, propagate_forward_time: 4.4514961243, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3767380714
validation[          , genome  2074] predictions:    9430/  10000 (94.30%), best:    9487/10000 (94.87%), error:      1920.22473, best error:      1772.51636 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 53.2717208862s, input_fired_time: 0.5094126463, output_fired_time: 0.3604030013, propagate_forward_time: 22.2332744598, propagate_backward_time: 28.1155166626, weight_update_time: 0.0937077701, other_time: 2.0531177521
epoch time: 4.8839826584s, input_fired_time: 0.0584047846, output_fired_time: 0.0000000000, propagate_forward_time: 4.4493627548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3762149811
validation[          , genome  2074] predictions:    9472/  10000 (94.72%), best:    9487/10000 (94.87%), error:      1828.27197, best error:      1772.51636 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 53.1242523193s, input_fired_time: 0.5067571402, output_fired_time: 0.3519724607, propagate_forward_time: 22.2568531036, propagate_backward_time: 27.9695320129, weight_update_time: 0.0933987275, other_time: 2.0391407013
epoch time: 4.8857874870s, input_fired_time: 0.0588763356, output_fired_time: 0.0000000000, propagate_forward_time: 4.4495673180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3773436546
validation[          , genome  2074] predictions:    9484/  10000 (94.84%), best:    9487/10000 (94.87%), error:      1789.28015, best error:      1772.51636 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 53.3045806885s, input_fired_time: 0.5123270750, output_fired_time: 0.3599978685, propagate_forward_time: 22.2551307678, propagate_backward_time: 28.1253032684, weight_update_time: 0.0936699063, other_time: 2.0518245697
epoch time: 4.8752994537s, input_fired_time: 0.0585695803, output_fired_time: 0.0000000000, propagate_forward_time: 4.4413647652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3753652573
validation[          , genome  2074] predictions:    9484/  10000 (94.84%), best:    9487/10000 (94.87%), error:      1796.88147, best error:      1772.51636 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 53.2822265625s, input_fired_time: 0.5112243891, output_fired_time: 0.3599322438, propagate_forward_time: 22.2470111847, propagate_backward_time: 28.1117668152, weight_update_time: 0.0934909359, other_time: 2.0522937775
epoch time: 4.8851966858s, input_fired_time: 0.0587685518, output_fired_time: 0.0000000000, propagate_forward_time: 4.4496912956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3767366409
validation[          , genome  2074] predictions:    9442/  10000 (94.42%), best:    9487/10000 (94.87%), error:      1917.32544, best error:      1772.51636 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 53.2817535400s, input_fired_time: 0.5118778944, output_fired_time: 0.3601527512, propagate_forward_time: 22.2427177429, propagate_backward_time: 28.1126384735, weight_update_time: 0.0936075896, other_time: 2.0543651581
epoch time: 4.8830757141s, input_fired_time: 0.0586937256, output_fired_time: 0.0000000000, propagate_forward_time: 4.4478182793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3765635490
validation[          , genome  2074] predictions:    9462/  10000 (94.62%), best:    9487/10000 (94.87%), error:      1846.23999, best error:      1772.51636 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 53.2566833496s, input_fired_time: 0.5126438141, output_fired_time: 0.3601408601, propagate_forward_time: 22.2342872620, propagate_backward_time: 28.0975399017, weight_update_time: 0.0934947953, other_time: 2.0520725250
epoch time: 4.8737888336s, input_fired_time: 0.0583103262, output_fired_time: 0.0000000000, propagate_forward_time: 4.4395570755, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3759212494
validation[          , genome  2074] predictions:    9477/  10000 (94.77%), best:    9487/10000 (94.87%), error:      1807.81323, best error:      1772.51636 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 53.0442352295s, input_fired_time: 0.5073478222, output_fired_time: 0.3519493639, propagate_forward_time: 22.2185115814, propagate_backward_time: 27.9289226532, weight_update_time: 0.0933895558, other_time: 2.0375061035
epoch time: 4.8745541573s, input_fired_time: 0.0590658262, output_fired_time: 0.0000000000, propagate_forward_time: 4.4407529831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3747353554
validation[          , genome  2074] predictions:    9464/  10000 (94.64%), best:    9487/10000 (94.87%), error:      1848.77942, best error:      1772.51636 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 53.2325363159s, input_fired_time: 0.5109939575, output_fired_time: 0.3600943685, propagate_forward_time: 22.2270317078, propagate_backward_time: 28.0839614868, weight_update_time: 0.0935335085, other_time: 2.0504531860
epoch time: 4.8798546791s, input_fired_time: 0.0579862781, output_fired_time: 0.0000000000, propagate_forward_time: 4.4452028275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3766655922
validation[          , genome  2074] predictions:    9436/  10000 (94.36%), best:    9487/10000 (94.87%), error:      1902.02954, best error:      1772.51636 on epoch:    63, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 53.2290802002s, input_fired_time: 0.5119510293, output_fired_time: 0.3598495722, propagate_forward_time: 22.2235050201, propagate_backward_time: 28.0829524994, weight_update_time: 0.0935439914, other_time: 2.0508232117
epoch time: 4.8746447563s, input_fired_time: 0.0584703349, output_fired_time: 0.0000000000, propagate_forward_time: 4.4396638870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3765106201
validation[          , genome  2074] predictions:    9474/  10000 (94.74%), best:    9487/10000 (94.87%), error:      1790.20337, best error:      1772.51636 on epoch:    63, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 53.2278785706s, input_fired_time: 0.5118300915, output_fired_time: 0.3594449759, propagate_forward_time: 22.2202415466, propagate_backward_time: 28.0850620270, weight_update_time: 0.0934933200, other_time: 2.0513019562
epoch time: 4.8765244484s, input_fired_time: 0.0585952550, output_fired_time: 0.0000000000, propagate_forward_time: 4.4409308434, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3769984245
validation[          , genome  2074] predictions:    9443/  10000 (94.43%), best:    9487/10000 (94.87%), error:      1897.36829, best error:      1772.51636 on epoch:    63, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 53.1714096069s, input_fired_time: 0.5122216344, output_fired_time: 0.3600296378, propagate_forward_time: 22.1953525543, propagate_backward_time: 28.0571212769, weight_update_time: 0.0933746323, other_time: 2.0466823578
epoch time: 4.8639636040s, input_fired_time: 0.0584230050, output_fired_time: 0.0000000000, propagate_forward_time: 4.4304513931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3750891685
validation[          , genome  2074] predictions:    9473/  10000 (94.73%), best:    9487/10000 (94.87%), error:      1806.26892, best error:      1772.51636 on epoch:    63, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 53.0786285400s, input_fired_time: 0.5113951564, output_fired_time: 0.3591893315, propagate_forward_time: 22.1493263245, propagate_backward_time: 28.0127773285, weight_update_time: 0.0933420137, other_time: 2.0459423065
epoch time: 4.8680171967s, input_fired_time: 0.0589413159, output_fired_time: 0.0000000000, propagate_forward_time: 4.4335961342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3754796982
validation[          , genome  2074] predictions:    9469/  10000 (94.69%), best:    9487/10000 (94.87%), error:      1816.17065, best error:      1772.51636 on epoch:    63, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 52.9215393066s, input_fired_time: 0.5077146292, output_fired_time: 0.3495821357, propagate_forward_time: 22.1888847351, propagate_backward_time: 27.8503437042, weight_update_time: 0.0930564031, other_time: 2.0250148773
epoch time: 4.8632221222s, input_fired_time: 0.0586259738, output_fired_time: 0.0000000000, propagate_forward_time: 4.4287137985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3758821487
validation[          , genome  2074] predictions:    9454/  10000 (94.54%), best:    9487/10000 (94.87%), error:      1836.43164, best error:      1772.51636 on epoch:    63, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 53.0863761902s, input_fired_time: 0.5125047565, output_fired_time: 0.3590927124, propagate_forward_time: 22.1506805420, propagate_backward_time: 28.0187244415, weight_update_time: 0.0935880467, other_time: 2.0453739166
epoch time: 4.8665337563s, input_fired_time: 0.0591071472, output_fired_time: 0.0000000000, propagate_forward_time: 4.4315700531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3758563995
validation[          , genome  2074] predictions:    9483/  10000 (94.83%), best:    9487/10000 (94.87%), error:      1818.89893, best error:      1772.51636 on epoch:    63, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 53.0833816528s, input_fired_time: 0.5128949285, output_fired_time: 0.3587337732, propagate_forward_time: 22.1512680054, propagate_backward_time: 28.0188293457, weight_update_time: 0.0934671536, other_time: 2.0416564941
epoch time: 4.8669819832s, input_fired_time: 0.0591788478, output_fired_time: 0.0000000000, propagate_forward_time: 4.4318208694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3759822845
validation[          , genome  2074] predictions:    9427/  10000 (94.27%), best:    9487/10000 (94.87%), error:      1967.28516, best error:      1772.51636 on epoch:    63, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 53.0795783997s, input_fired_time: 0.5124073029, output_fired_time: 0.3593971729, propagate_forward_time: 22.1523704529, propagate_backward_time: 28.0135498047, weight_update_time: 0.0934722275, other_time: 2.0418510437
epoch time: 4.8667616844s, input_fired_time: 0.0589047782, output_fired_time: 0.0000000000, propagate_forward_time: 4.4309849739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3768720627
validation[          , genome  2074] predictions:    9474/  10000 (94.74%), best:    9487/10000 (94.87%), error:      1838.02832, best error:      1772.51636 on epoch:    63, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 53.0880050659s, input_fired_time: 0.5131351948, output_fired_time: 0.3590152860, propagate_forward_time: 22.1533355713, propagate_backward_time: 28.0199222565, weight_update_time: 0.0936266258, other_time: 2.0425968170
epoch time: 4.8641924858s, input_fired_time: 0.0587033778, output_fired_time: 0.0000000000, propagate_forward_time: 4.4306778908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3748111725
validation[          , genome  2074] predictions:    9466/  10000 (94.66%), best:    9487/10000 (94.87%), error:      1877.01074, best error:      1772.51636 on epoch:    63, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 53.0931510925s, input_fired_time: 0.5138821602, output_fired_time: 0.3590973616, propagate_forward_time: 22.1536598206, propagate_backward_time: 28.0205097198, weight_update_time: 0.0935161933, other_time: 2.0460033417
epoch time: 4.8615040779s, input_fired_time: 0.0590718165, output_fired_time: 0.0000000000, propagate_forward_time: 4.4272255898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3752064705
validation[          , genome  2074] predictions:    9459/  10000 (94.59%), best:    9487/10000 (94.87%), error:      1889.29846, best error:      1772.51636 on epoch:    63, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 52.6595840454s, input_fired_time: 0.5117575526, output_fired_time: 0.3563180566, propagate_forward_time: 21.9703674316, propagate_backward_time: 27.7839279175, weight_update_time: 0.0925942734, other_time: 2.0372123718
epoch time: 4.8233985901s, input_fired_time: 0.0582510829, output_fired_time: 0.0000000000, propagate_forward_time: 4.3901662827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3749814034
validation[          , genome  2074] predictions:    9457/  10000 (94.57%), best:    9487/10000 (94.87%), error:      1821.24707, best error:      1772.51636 on epoch:    63, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 53.2119445801s, input_fired_time: 0.5150623322, output_fired_time: 0.3597523272, propagate_forward_time: 22.1402683258, propagate_backward_time: 28.1424560547, weight_update_time: 0.0938381478, other_time: 2.0544071198
epoch time: 4.8713121414s, input_fired_time: 0.0592091978, output_fired_time: 0.0000000000, propagate_forward_time: 4.4364705086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3756322861
validation[          , genome  2074] predictions:    9475/  10000 (94.75%), best:    9487/10000 (94.87%), error:      1799.56494, best error:      1772.51636 on epoch:    63, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 53.3112487793s, input_fired_time: 0.5160607696, output_fired_time: 0.3622414470, propagate_forward_time: 22.1851482391, propagate_backward_time: 28.1963405609, weight_update_time: 0.0942191631, other_time: 2.0514602661
epoch time: 4.8694038391s, input_fired_time: 0.0593477748, output_fired_time: 0.0000000000, propagate_forward_time: 4.4344806671, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3755755424
validation[          , genome  2074] predictions:    9442/  10000 (94.42%), best:    9487/10000 (94.87%), error:      1939.98047, best error:      1772.51636 on epoch:    63, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 53.3127555847s, input_fired_time: 0.5173828006, output_fired_time: 0.3625055850, propagate_forward_time: 22.1856937408, propagate_backward_time: 28.1973457336, weight_update_time: 0.0938919187, other_time: 2.0498256683
epoch time: 4.8709015846s, input_fired_time: 0.0599106140, output_fired_time: 0.0000000000, propagate_forward_time: 4.4353818893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3756089211
validation[          , genome  2074] predictions:    9477/  10000 (94.77%), best:    9487/10000 (94.87%), error:      1868.84448, best error:      1772.51636 on epoch:    63, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 53.3125305176s, input_fired_time: 0.5179574490, output_fired_time: 0.3621830046, propagate_forward_time: 22.1845989227, propagate_backward_time: 28.1971321106, weight_update_time: 0.0943427458, other_time: 2.0506610870
epoch time: 4.8716874123s, input_fired_time: 0.0596484169, output_fired_time: 0.0000000000, propagate_forward_time: 4.4350681305, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3769707680
validation[          , genome  2074] predictions:    9456/  10000 (94.56%), best:    9487/10000 (94.87%), error:      1839.35193, best error:      1772.51636 on epoch:    63, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 53.1613464355s, input_fired_time: 0.5170153379, output_fired_time: 0.3570559621, propagate_forward_time: 22.1795654297, propagate_backward_time: 28.0655364990, weight_update_time: 0.0938441828, other_time: 2.0421752930
epoch time: 4.8748822212s, input_fired_time: 0.0599111468, output_fired_time: 0.0000000000, propagate_forward_time: 4.4440937042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3708772659
validation[          , genome  2074] predictions:    9474/  10000 (94.74%), best:    9487/10000 (94.87%), error:      1860.72192, best error:      1772.51636 on epoch:    63, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 53.0691871643s, input_fired_time: 0.5157155991, output_fired_time: 0.3544848561, propagate_forward_time: 22.1848392487, propagate_backward_time: 27.9679222107, weight_update_time: 0.0931647345, other_time: 2.0462245941
epoch time: 4.8748183250s, input_fired_time: 0.0599795692, output_fired_time: 0.0000000000, propagate_forward_time: 4.4379434586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3768954277
validation[          , genome  2074] predictions:    9493/  10000 (94.93%), best:    9487/10000 (94.87%), error:      1796.58044, best error:      1772.51636 on epoch:    63, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 53.2594757080s, input_fired_time: 0.5186980367, output_fired_time: 0.3570903838, propagate_forward_time: 22.2236175537, propagate_backward_time: 28.0978755951, weight_update_time: 0.0934417471, other_time: 2.0621929169
epoch time: 4.8805422783s, input_fired_time: 0.0606775098, output_fired_time: 0.0000000000, propagate_forward_time: 4.4419336319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3779311180
validation[          , genome  2074] predictions:    9467/  10000 (94.67%), best:    9487/10000 (94.87%), error:      1855.63379, best error:      1772.51636 on epoch:    63, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 53.1642074585s, input_fired_time: 0.5191329718, output_fired_time: 0.3574919105, propagate_forward_time: 22.2000045776, propagate_backward_time: 28.0386161804, weight_update_time: 0.0935231373, other_time: 2.0489616394
epoch time: 4.8669013977s, input_fired_time: 0.0603228100, output_fired_time: 0.0000000000, propagate_forward_time: 4.4310631752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3755154610
validation[          , genome  2074] predictions:    9452/  10000 (94.52%), best:    9487/10000 (94.87%), error:      1843.96533, best error:      1772.51636 on epoch:    63, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 53.0919799805s, input_fired_time: 0.5199112892, output_fired_time: 0.3602169752, propagate_forward_time: 22.1361217499, propagate_backward_time: 28.0283775330, weight_update_time: 0.0935118422, other_time: 2.0473499298
epoch time: 4.8097620010s, input_fired_time: 0.0596272275, output_fired_time: 0.0000000000, propagate_forward_time: 4.3775482178, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3725867271
validation[          , genome  2074] predictions:    9487/  10000 (94.87%), best:    9487/10000 (94.87%), error:      1775.14551, best error:      1772.51636 on epoch:    63, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 53.4924163818s, input_fired_time: 0.5198658109, output_fired_time: 0.3645666838, propagate_forward_time: 22.2388610840, propagate_backward_time: 28.3139305115, weight_update_time: 0.0943548977, other_time: 2.0551910400
epoch time: 4.8835544586s, input_fired_time: 0.0603942052, output_fired_time: 0.0000000000, propagate_forward_time: 4.4458112717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3773488998
validation[          , genome  2074] predictions:    9452/  10000 (94.52%), best:    9487/10000 (94.87%), error:      1911.68445, best error:      1772.51636 on epoch:    63, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 53.5162353516s, input_fired_time: 0.5211121440, output_fired_time: 0.3648957610, propagate_forward_time: 22.2485332489, propagate_backward_time: 28.3249263763, weight_update_time: 0.0943695530, other_time: 2.0567703247
epoch time: 4.8879661560s, input_fired_time: 0.0599010997, output_fired_time: 0.0000000000, propagate_forward_time: 4.4506764412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3773884773
validation[          , genome  2074] predictions:    9439/  10000 (94.39%), best:    9487/10000 (94.87%), error:      1944.96106, best error:      1772.51636 on epoch:    63, 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: 24.4644756317s, input_fired_time: 0.2910034060, output_fired_time: 0.0000000000, propagate_forward_time: 22.2491779327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9242935181
best training[          , genome  2074] predictions:   48107/  50000 (96.21%), best:    9487/10000 (94.87%), error:      6879.70312, best error:      1772.51636 on epoch:    63, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 4.8856239319s, input_fired_time: 0.0578163825, output_fired_time: 0.0000000000, propagate_forward_time: 4.4513025284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3765048981
   testing[          , genome  2074] predictions:    9552/  10000 (95.52%), best:    9487/10000 (94.87%), error:      1532.61182, best error:      1772.51636 on epoch:    63, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:46:11 (69473): called boinc_finish(0)

</stderr_txt>
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