Nameexact_genome_1512568488_43_1240_0
Workunit2577466
Created6 Dec 2017, 18:38:46 UTC
Sent6 Dec 2017, 18:44:20 UTC
Report deadline11 Dec 2017, 12:07:19 UTC
Received7 Dec 2017, 22:03:03 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time1 hours 45 min 31 sec
CPU time1 hours 45 min 25 sec
Validate stateValid
Credit1,181.07
Device peak FLOPS3.77 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.92 MB
Peak swap size151.75 MB
Peak disk usage1.04 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: 54.3950271606s, input_fired_time: 0.5590053201, output_fired_time: 0.3633034229, propagate_forward_time: 20.8530292511, propagate_backward_time: 30.9511241913, weight_update_time: 0.0744172186, other_time: 1.6685657501
epoch time: 6.3414425850s, input_fired_time: 0.0787387714, output_fired_time: 0.0000000000, propagate_forward_time: 5.8744053841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3882985115
validation[          , genome  1240] predictions:    9464/  10000 (94.64%), best:    9509/10000 (95.09%), error:      1837.78821, best error:      1719.22180 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 55.8715324402s, input_fired_time: 0.5717158318, output_fired_time: 0.3683246970, propagate_forward_time: 21.3928871155, propagate_backward_time: 31.8040485382, weight_update_time: 0.0767803416, other_time: 1.7345561981
epoch time: 4.4089765549s, input_fired_time: 0.0602686033, output_fired_time: 0.0000000000, propagate_forward_time: 4.0597424507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2889657021
validation[          , genome  1240] predictions:    9497/  10000 (94.97%), best:    9509/10000 (95.09%), error:      1754.45789, best error:      1719.22180 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 61.9479331970s, input_fired_time: 0.6116164923, output_fired_time: 0.4023610950, propagate_forward_time: 23.8071746826, propagate_backward_time: 35.2822685242, weight_update_time: 0.0825720727, other_time: 1.8445091248
epoch time: 4.4710655212s, input_fired_time: 0.0615006499, output_fired_time: 0.0000000000, propagate_forward_time: 4.1183352470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2912297249
validation[          , genome  1240] predictions:    9475/  10000 (94.75%), best:    9509/10000 (95.09%), error:      1776.84521, best error:      1719.22180 on epoch:    13, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 54.5503387451s, input_fired_time: 0.5659401417, output_fired_time: 0.3620988727, propagate_forward_time: 20.8125591278, propagate_backward_time: 31.1368579865, weight_update_time: 0.0744938999, other_time: 1.6728801727
epoch time: 4.4915623665s, input_fired_time: 0.0610214062, output_fired_time: 0.0000000000, propagate_forward_time: 4.1387443542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2917966843
validation[          , genome  1240] predictions:    9431/  10000 (94.31%), best:    9509/10000 (95.09%), error:      1950.87500, best error:      1719.22180 on epoch:    13, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 56.1396408081s, input_fired_time: 0.5711965561, output_fired_time: 0.3708870411, propagate_forward_time: 21.4521331787, propagate_backward_time: 32.0209083557, weight_update_time: 0.0767791569, other_time: 1.7245140076
epoch time: 4.2077298164s, input_fired_time: 0.0578239113, output_fired_time: 0.0000000000, propagate_forward_time: 3.8751077652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2747979164
validation[          , genome  1240] predictions:    9520/  10000 (95.20%), best:    9520/10000 (95.20%), error:      1662.11914, best error:      1662.11914 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 60.2172851562s, input_fired_time: 0.5959888697, output_fired_time: 0.3924088776, propagate_forward_time: 23.0801734924, propagate_backward_time: 34.3480529785, weight_update_time: 0.0811336637, other_time: 1.8006591797
epoch time: 4.4326000214s, input_fired_time: 0.0597537309, output_fired_time: 0.0000000000, propagate_forward_time: 4.0835905075, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2892556190
validation[          , genome  1240] predictions:    9536/  10000 (95.36%), best:    9536/10000 (95.36%), error:      1630.89001, best error:      1630.89001 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 67.4481430054s, input_fired_time: 0.6382274628, output_fired_time: 0.4312965572, propagate_forward_time: 25.9960861206, propagate_backward_time: 38.4210586548, weight_update_time: 0.0884267017, other_time: 1.9614715576
epoch time: 4.5037093163s, input_fired_time: 0.0602750927, output_fired_time: 0.0000000000, propagate_forward_time: 4.1522159576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2912182808
validation[          , genome  1240] predictions:    9538/  10000 (95.38%), best:    9538/10000 (95.38%), error:      1616.56287, best error:      1616.56287 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 56.1971588135s, input_fired_time: 0.5724023581, output_fired_time: 0.3706119061, propagate_forward_time: 21.4641685486, propagate_backward_time: 32.0605812073, weight_update_time: 0.0768946186, other_time: 1.7293930054
epoch time: 4.5118632317s, input_fired_time: 0.0610825047, output_fired_time: 0.0000000000, propagate_forward_time: 4.1601514816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2906293869
validation[          , genome  1240] predictions:    9522/  10000 (95.22%), best:    9538/10000 (95.38%), error:      1703.94617, best error:      1616.56287 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 53.2178840637s, input_fired_time: 0.5576881766, output_fired_time: 0.3571645319, propagate_forward_time: 20.3858928680, propagate_backward_time: 30.2658329010, weight_update_time: 0.0732936338, other_time: 1.6513023376
epoch time: 4.4796419144s, input_fired_time: 0.0608115420, output_fired_time: 0.0000000000, propagate_forward_time: 4.1297202110, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2891101837
validation[          , genome  1240] predictions:    9530/  10000 (95.30%), best:    9538/10000 (95.38%), error:      1661.90259, best error:      1616.56287 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 54.0816955566s, input_fired_time: 0.5576911569, output_fired_time: 0.3590788245, propagate_forward_time: 20.5413990021, propagate_backward_time: 30.9787464142, weight_update_time: 0.0740628242, other_time: 1.6447811127
epoch time: 4.0785331726s, input_fired_time: 0.0584209077, output_fired_time: 0.0000000000, propagate_forward_time: 3.7442462444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2758657932
validation[          , genome  1240] predictions:    9473/  10000 (94.73%), best:    9538/10000 (95.38%), error:      1783.60352, best error:      1616.56287 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 59.3635406494s, input_fired_time: 0.5923393369, output_fired_time: 0.3914842010, propagate_forward_time: 22.7620182037, propagate_backward_time: 33.8197631836, weight_update_time: 0.0802442953, other_time: 1.7979354858
epoch time: 4.4259295464s, input_fired_time: 0.0601000637, output_fired_time: 0.0000000000, propagate_forward_time: 4.0740833282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2917461395
validation[          , genome  1240] predictions:    9529/  10000 (95.29%), best:    9538/10000 (95.38%), error:      1642.52356, best error:      1616.56287 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 54.0375022888s, input_fired_time: 0.5620961785, output_fired_time: 0.3599548936, propagate_forward_time: 20.6223545074, propagate_backward_time: 30.7965316772, weight_update_time: 0.0740027726, other_time: 1.6965637207
epoch time: 6.1262035370s, input_fired_time: 0.0777755305, output_fired_time: 0.0000000000, propagate_forward_time: 5.6723279953, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3761000633
validation[          , genome  1240] predictions:    9503/  10000 (95.03%), best:    9538/10000 (95.38%), error:      1741.10071, best error:      1616.56287 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 54.6138153076s, input_fired_time: 0.5654032826, output_fired_time: 0.3623268008, propagate_forward_time: 20.8492813110, propagate_backward_time: 31.1625919342, weight_update_time: 0.0742463246, other_time: 1.6742115021
epoch time: 4.2774891853s, input_fired_time: 0.0595902503, output_fired_time: 0.0000000000, propagate_forward_time: 3.9370748997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2808239460
validation[          , genome  1240] predictions:    9531/  10000 (95.31%), best:    9538/10000 (95.38%), error:      1684.24329, best error:      1616.56287 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 59.2202033997s, input_fired_time: 0.5924870372, output_fired_time: 0.3882055283, propagate_forward_time: 22.6916389465, propagate_backward_time: 33.7644233704, weight_update_time: 0.0787991658, other_time: 1.7834472656
epoch time: 6.3296303749s, input_fired_time: 0.0795883089, output_fired_time: 0.0000000000, propagate_forward_time: 5.8635435104, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3864984512
validation[          , genome  1240] predictions:    9462/  10000 (94.62%), best:    9538/10000 (95.38%), error:      1801.94727, best error:      1616.56287 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 54.1847457886s, input_fired_time: 0.5613975525, output_fired_time: 0.3615100086, propagate_forward_time: 20.6618213654, propagate_backward_time: 30.8974018097, weight_update_time: 0.0747842193, other_time: 1.7026119232
epoch time: 4.4710640907s, input_fired_time: 0.0604849011, output_fired_time: 0.0000000000, propagate_forward_time: 4.1080670357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3025121689
validation[          , genome  1240] predictions:    9536/  10000 (95.36%), best:    9536/10000 (95.36%), error:      1594.08569, best error:      1594.08569 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 52.7872695923s, input_fired_time: 0.5537133217, output_fired_time: 0.3540288210, propagate_forward_time: 20.1571884155, propagate_backward_time: 30.0870647430, weight_update_time: 0.0724273250, other_time: 1.6352710724
epoch time: 4.0912618637s, input_fired_time: 0.0566610247, output_fired_time: 0.0000000000, propagate_forward_time: 3.7651164532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2694842815
validation[          , genome  1240] predictions:    9503/  10000 (95.03%), best:    9536/10000 (95.36%), error:      1706.87720, best error:      1594.08569 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 55.0556373596s, input_fired_time: 0.5708010197, output_fired_time: 0.3719079196, propagate_forward_time: 21.0340652466, propagate_backward_time: 31.3474655151, weight_update_time: 0.0752010643, other_time: 1.7313995361
epoch time: 4.4174923897s, input_fired_time: 0.0608600751, output_fired_time: 0.0000000000, propagate_forward_time: 4.0650286674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2916035652
validation[          , genome  1240] predictions:    9529/  10000 (95.29%), best:    9536/10000 (95.36%), error:      1633.44617, best error:      1594.08569 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 53.4752197266s, input_fired_time: 0.5576325059, output_fired_time: 0.3596765995, propagate_forward_time: 20.3360080719, propagate_backward_time: 30.5348949432, weight_update_time: 0.0732823983, other_time: 1.6870059967
epoch time: 4.5678830147s, input_fired_time: 0.0620806478, output_fired_time: 0.0000000000, propagate_forward_time: 4.2124280930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2933740616
validation[          , genome  1240] predictions:    9549/  10000 (95.49%), best:    9549/10000 (95.49%), error:      1581.07385, best error:      1581.07385 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 54.4311141968s, input_fired_time: 0.5741695762, output_fired_time: 0.3677693009, propagate_forward_time: 20.8005599976, propagate_backward_time: 30.9959297180, weight_update_time: 0.0746150091, other_time: 1.6926841736
epoch time: 4.2844481468s, input_fired_time: 0.0592561625, output_fired_time: 0.0000000000, propagate_forward_time: 3.9323978424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2927942276
validation[          , genome  1240] predictions:    9511/  10000 (95.11%), best:    9549/10000 (95.49%), error:      1680.75208, best error:      1581.07385 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 52.5847816467s, input_fired_time: 0.5521122217, output_fired_time: 0.3524816930, propagate_forward_time: 20.0526847839, propagate_backward_time: 29.9792709351, weight_update_time: 0.0728004575, other_time: 1.6482315063
epoch time: 5.3022394180s, input_fired_time: 0.0701566562, output_fired_time: 0.0000000000, propagate_forward_time: 4.8935813904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3385014534
validation[          , genome  1240] predictions:    9566/  10000 (95.66%), best:    9566/10000 (95.66%), error:      1523.43762, best error:      1523.43762 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 57.3188819885s, input_fired_time: 0.5803615451, output_fired_time: 0.3782514036, propagate_forward_time: 21.9862041473, propagate_backward_time: 32.6214065552, weight_update_time: 0.0777787715, other_time: 1.7526626587
epoch time: 4.4335551262s, input_fired_time: 0.0607556775, output_fired_time: 0.0000000000, propagate_forward_time: 4.0841684341, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2886309624
validation[          , genome  1240] predictions:    9502/  10000 (95.02%), best:    9566/10000 (95.66%), error:      1710.71191, best error:      1523.43762 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 62.3072738647s, input_fired_time: 0.6075968742, output_fired_time: 0.4059072435, propagate_forward_time: 23.9692344666, propagate_backward_time: 35.4798202515, weight_update_time: 0.0835184827, other_time: 1.8447151184
epoch time: 4.4896264076s, input_fired_time: 0.0610828474, output_fired_time: 0.0000000000, propagate_forward_time: 4.1336359978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2949075699
validation[          , genome  1240] predictions:    9468/  10000 (94.68%), best:    9566/10000 (95.66%), error:      1841.76843, best error:      1523.43762 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 53.3390312195s, input_fired_time: 0.5610408783, output_fired_time: 0.3567029834, propagate_forward_time: 20.4058876038, propagate_backward_time: 30.3480987549, weight_update_time: 0.0736501366, other_time: 1.6673011780
epoch time: 4.5096373558s, input_fired_time: 0.0611103475, output_fired_time: 0.0000000000, propagate_forward_time: 4.1528825760, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2956442833
validation[          , genome  1240] predictions:    9539/  10000 (95.39%), best:    9566/10000 (95.66%), error:      1604.16736, best error:      1523.43762 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 55.9570236206s, input_fired_time: 0.5745438337, output_fired_time: 0.3709602952, propagate_forward_time: 21.4745597839, propagate_backward_time: 31.8159503937, weight_update_time: 0.0768340155, other_time: 1.7210102081
epoch time: 4.2290396690s, input_fired_time: 0.0579694323, output_fired_time: 0.0000000000, propagate_forward_time: 3.8939301968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2771399021
validation[          , genome  1240] predictions:    9548/  10000 (95.48%), best:    9566/10000 (95.66%), error:      1585.41406, best error:      1523.43762 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 53.8760528564s, input_fired_time: 0.5643273592, output_fired_time: 0.3597990870, propagate_forward_time: 20.5534267426, propagate_backward_time: 30.7359199524, weight_update_time: 0.0742731988, other_time: 1.6625785828
epoch time: 4.3054437637s, input_fired_time: 0.0597550310, output_fired_time: 0.0000000000, propagate_forward_time: 3.9651014805, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2805874348
validation[          , genome  1240] predictions:    9549/  10000 (95.49%), best:    9566/10000 (95.66%), error:      1607.33936, best error:      1523.43762 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 54.3279609680s, input_fired_time: 0.5697684884, output_fired_time: 0.3615627289, propagate_forward_time: 20.7589263916, propagate_backward_time: 30.9599380493, weight_update_time: 0.0744209215, other_time: 1.6777648926
epoch time: 4.3970465660s, input_fired_time: 0.0605837889, output_fired_time: 0.0000000000, propagate_forward_time: 4.0502915382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2861714363
validation[          , genome  1240] predictions:    9557/  10000 (95.57%), best:    9566/10000 (95.66%), error:      1554.69910, best error:      1523.43762 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 58.3746490479s, input_fired_time: 0.5914216638, output_fired_time: 0.3814552724, propagate_forward_time: 22.2647037506, propagate_backward_time: 33.3629798889, weight_update_time: 0.0788429454, other_time: 1.7740898132
epoch time: 5.4397931099s, input_fired_time: 0.0715039894, output_fired_time: 0.0000000000, propagate_forward_time: 5.0299639702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3383250237
validation[          , genome  1240] predictions:    9473/  10000 (94.73%), best:    9566/10000 (95.66%), error:      1779.20605, best error:      1523.43762 on epoch:    33, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 58.1667137146s, input_fired_time: 0.5919291973, output_fired_time: 0.3841271400, propagate_forward_time: 22.2716217041, propagate_backward_time: 33.1616249084, weight_update_time: 0.0788016543, other_time: 1.7574081421
epoch time: 4.4830455780s, input_fired_time: 0.0617128499, output_fired_time: 0.0000000000, propagate_forward_time: 4.1314759254, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2898569107
validation[          , genome  1240] predictions:    9455/  10000 (94.55%), best:    9566/10000 (95.66%), error:      1867.42737, best error:      1523.43762 on epoch:    33, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 52.8899993896s, input_fired_time: 0.5648141503, output_fired_time: 0.3554309309, propagate_forward_time: 20.2487602234, propagate_backward_time: 30.0784320831, weight_update_time: 0.0727162808, other_time: 1.6425609589
epoch time: 5.3793330193s, input_fired_time: 0.0704429671, output_fired_time: 0.0000000000, propagate_forward_time: 4.9717249870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3371648788
validation[          , genome  1240] predictions:    9542/  10000 (95.42%), best:    9566/10000 (95.66%), error:      1567.56274, best error:      1523.43762 on epoch:    33, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 60.6546401978s, input_fired_time: 0.6092531085, output_fired_time: 0.3962050080, propagate_forward_time: 23.3139438629, propagate_backward_time: 34.5341415405, weight_update_time: 0.0811387822, other_time: 1.8010940552
epoch time: 4.2087035179s, input_fired_time: 0.0589257106, output_fired_time: 0.0000000000, propagate_forward_time: 3.8728878498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2768900394
validation[          , genome  1240] predictions:    9556/  10000 (95.56%), best:    9566/10000 (95.66%), error:      1563.89600, best error:      1523.43762 on epoch:    33, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 62.0476303101s, input_fired_time: 0.6172949076, output_fired_time: 0.4054904878, propagate_forward_time: 23.8495597839, propagate_backward_time: 35.3381195068, weight_update_time: 0.0826220661, other_time: 1.8371658325
epoch time: 4.3344225883s, input_fired_time: 0.0613343194, output_fired_time: 0.0000000000, propagate_forward_time: 3.9918863773, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2812020779
validation[          , genome  1240] predictions:    9506/  10000 (95.06%), best:    9566/10000 (95.66%), error:      1632.06982, best error:      1523.43762 on epoch:    33, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 54.4240074158s, input_fired_time: 0.5760884285, output_fired_time: 0.3625528514, propagate_forward_time: 20.9120063782, propagate_backward_time: 30.8819026947, weight_update_time: 0.0744299665, other_time: 1.6914577484
epoch time: 4.3871173859s, input_fired_time: 0.0614360198, output_fired_time: 0.0000000000, propagate_forward_time: 4.0395784378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2861027718
validation[          , genome  1240] predictions:    9550/  10000 (95.50%), best:    9566/10000 (95.66%), error:      1596.28284, best error:      1523.43762 on epoch:    33, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 56.6623916626s, input_fired_time: 0.5856075287, output_fired_time: 0.3779117167, propagate_forward_time: 21.6947555542, propagate_backward_time: 32.2740974426, weight_update_time: 0.0768197924, other_time: 1.7300186157
epoch time: 4.3823885918s, input_fired_time: 0.0606255569, output_fired_time: 0.0000000000, propagate_forward_time: 4.0385899544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2831730843
validation[          , genome  1240] predictions:    9544/  10000 (95.44%), best:    9566/10000 (95.66%), error:      1586.30469, best error:      1523.43762 on epoch:    33, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 64.0211563110s, input_fired_time: 0.6253586411, output_fired_time: 0.4155110121, propagate_forward_time: 24.5703449249, propagate_backward_time: 36.5247116089, weight_update_time: 0.0847524628, other_time: 1.8852310181
epoch time: 6.3440489769s, input_fired_time: 0.0822730511, output_fired_time: 0.0000000000, propagate_forward_time: 5.8737711906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3880047798
validation[          , genome  1240] predictions:    9535/  10000 (95.35%), best:    9566/10000 (95.66%), error:      1582.65967, best error:      1523.43762 on epoch:    33, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 68.2682495117s, input_fired_time: 0.6517809629, output_fired_time: 0.4384636879, propagate_forward_time: 26.3062343597, propagate_backward_time: 38.8970489502, weight_update_time: 0.0886121616, other_time: 1.9747238159
epoch time: 4.5522489548s, input_fired_time: 0.0631638169, output_fired_time: 0.0000000000, propagate_forward_time: 4.1966848373, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2924003601
validation[          , genome  1240] predictions:    9538/  10000 (95.38%), best:    9566/10000 (95.66%), error:      1583.17334, best error:      1523.43762 on epoch:    33, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 53.6456642151s, input_fired_time: 0.5654351115, output_fired_time: 0.3615581393, propagate_forward_time: 20.5590114594, propagate_backward_time: 30.5001277924, weight_update_time: 0.0730442405, other_time: 1.6595325470
epoch time: 4.4623980522s, input_fired_time: 0.0622689649, output_fired_time: 0.0000000000, propagate_forward_time: 4.1128230095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2873063087
validation[          , genome  1240] predictions:    9559/  10000 (95.59%), best:    9566/10000 (95.66%), error:      1539.77039, best error:      1523.43762 on epoch:    33, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 56.5398368835s, input_fired_time: 0.5829429626, output_fired_time: 0.3742953539, propagate_forward_time: 21.6104621887, propagate_backward_time: 32.2528991699, weight_update_time: 0.0769881234, other_time: 1.7192382812
epoch time: 4.5072097778s, input_fired_time: 0.0629683807, output_fired_time: 0.0000000000, propagate_forward_time: 4.1435894966, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3006520271
validation[          , genome  1240] predictions:    9542/  10000 (95.42%), best:    9566/10000 (95.66%), error:      1635.89819, best error:      1523.43762 on epoch:    33, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 55.0141067505s, input_fired_time: 0.5751637816, output_fired_time: 0.3667479455, propagate_forward_time: 21.0797691345, propagate_backward_time: 31.2986717224, weight_update_time: 0.0751705915, other_time: 1.6937522888
epoch time: 6.3419504166s, input_fired_time: 0.0805278197, output_fired_time: 0.0000000000, propagate_forward_time: 5.8742961884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3871264458
validation[          , genome  1240] predictions:    9526/  10000 (95.26%), best:    9566/10000 (95.66%), error:      1677.54407, best error:      1523.43762 on epoch:    33, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 53.3213844299s, input_fired_time: 0.5686231256, output_fired_time: 0.3606520891, propagate_forward_time: 20.3420982361, propagate_backward_time: 30.3742465973, weight_update_time: 0.0733543560, other_time: 1.6757640839
epoch time: 4.3841195107s, input_fired_time: 0.0610708818, output_fired_time: 0.0000000000, propagate_forward_time: 4.0345067978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2885417938
validation[          , genome  1240] predictions:    9570/  10000 (95.70%), best:    9570/10000 (95.70%), error:      1496.33069, best error:      1496.33069 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 54.5537643433s, input_fired_time: 0.5803472400, output_fired_time: 0.3626202345, propagate_forward_time: 20.8046360016, propagate_backward_time: 31.1167392731, weight_update_time: 0.0745467767, other_time: 1.6894207001
epoch time: 4.3272919655s, input_fired_time: 0.0620406047, output_fired_time: 0.0000000000, propagate_forward_time: 3.9818406105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2834105492
validation[          , genome  1240] predictions:    9573/  10000 (95.73%), best:    9570/10000 (95.70%), error:      1521.64551, best error:      1496.33069 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 52.8749961853s, input_fired_time: 0.5658795834, output_fired_time: 0.3530687690, propagate_forward_time: 20.2256412506, propagate_backward_time: 30.0778617859, weight_update_time: 0.0733828992, other_time: 1.6525440216
epoch time: 4.3368673325s, input_fired_time: 0.0616551042, output_fired_time: 0.0000000000, propagate_forward_time: 3.9933068752, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2819054127
validation[          , genome  1240] predictions:    9538/  10000 (95.38%), best:    9570/10000 (95.70%), error:      1540.03540, best error:      1496.33069 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 53.0156211853s, input_fired_time: 0.5657365918, output_fired_time: 0.3544563353, propagate_forward_time: 20.1881885529, propagate_backward_time: 30.2671375275, weight_update_time: 0.0731744915, other_time: 1.6401023865
epoch time: 4.2624588013s, input_fired_time: 0.0606013276, output_fired_time: 0.0000000000, propagate_forward_time: 3.9270894527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2747681141
validation[          , genome  1240] predictions:    9520/  10000 (95.20%), best:    9570/10000 (95.70%), error:      1662.13440, best error:      1496.33069 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 53.4322319031s, input_fired_time: 0.5660696030, output_fired_time: 0.3588118851, propagate_forward_time: 20.4503459930, propagate_backward_time: 30.4261741638, weight_update_time: 0.0731283277, other_time: 1.6308326721
epoch time: 4.4363617897s, input_fired_time: 0.0618515611, output_fired_time: 0.0000000000, propagate_forward_time: 4.0890264511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2854838371
validation[          , genome  1240] predictions:    9467/  10000 (94.67%), best:    9570/10000 (95.70%), error:      1819.99622, best error:      1496.33069 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 53.5919837952s, input_fired_time: 0.5688599348, output_fired_time: 0.3618533909, propagate_forward_time: 20.5778121948, propagate_backward_time: 30.4512653351, weight_update_time: 0.0732403025, other_time: 1.6321926117
epoch time: 4.3508043289s, input_fired_time: 0.0631530359, output_fired_time: 0.0000000000, propagate_forward_time: 4.0021963120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2854547501
validation[          , genome  1240] predictions:    9507/  10000 (95.07%), best:    9570/10000 (95.70%), error:      1613.75842, best error:      1496.33069 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 54.7244644165s, input_fired_time: 0.5773614645, output_fired_time: 0.3647167087, propagate_forward_time: 20.9153041840, propagate_backward_time: 31.1789703369, weight_update_time: 0.0747391135, other_time: 1.6881103516
epoch time: 4.6573667526s, input_fired_time: 0.0657638684, output_fired_time: 0.0000000000, propagate_forward_time: 4.2904849052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3011178970
validation[          , genome  1240] predictions:    9483/  10000 (94.83%), best:    9570/10000 (95.70%), error:      1776.20764, best error:      1496.33069 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 52.9714431763s, input_fired_time: 0.5645425916, output_fired_time: 0.3553868234, propagate_forward_time: 20.2242279053, propagate_backward_time: 30.1977977753, weight_update_time: 0.0729273856, other_time: 1.6294879913
epoch time: 4.5357422829s, input_fired_time: 0.0658988729, output_fired_time: 0.0000000000, propagate_forward_time: 4.1760339737, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2938094139
validation[          , genome  1240] predictions:    9515/  10000 (95.15%), best:    9570/10000 (95.70%), error:      1660.65320, best error:      1496.33069 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 53.3570098877s, input_fired_time: 0.5660706162, output_fired_time: 0.3583813608, propagate_forward_time: 20.3369731903, propagate_backward_time: 30.4740962982, weight_update_time: 0.0726744831, other_time: 1.6214847565
epoch time: 4.5143818855s, input_fired_time: 0.0660553426, output_fired_time: 0.0000000000, propagate_forward_time: 4.1514863968, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2968401909
validation[          , genome  1240] predictions:    9527/  10000 (95.27%), best:    9570/10000 (95.70%), error:      1662.86328, best error:      1496.33069 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 53.4609565735s, input_fired_time: 0.5702585578, output_fired_time: 0.3601993620, propagate_forward_time: 20.4192867279, propagate_backward_time: 30.4659366608, weight_update_time: 0.0730564967, other_time: 1.6452770233
epoch time: 5.2753405571s, input_fired_time: 0.0719872117, output_fired_time: 0.0000000000, propagate_forward_time: 4.8679885864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3353648186
validation[          , genome  1240] predictions:    9545/  10000 (95.45%), best:    9570/10000 (95.70%), error:      1600.02734, best error:      1496.33069 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 58.8905105591s, input_fired_time: 0.5987891555, output_fired_time: 0.3863471150, propagate_forward_time: 22.5992927551, propagate_backward_time: 33.5487747192, weight_update_time: 0.0795311630, other_time: 1.7573051453
epoch time: 4.3784599304s, input_fired_time: 0.0631366074, output_fired_time: 0.0000000000, propagate_forward_time: 4.0299234390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2853999138
validation[          , genome  1240] predictions:    9515/  10000 (95.15%), best:    9570/10000 (95.70%), error:      1664.84827, best error:      1496.33069 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 62.1259536743s, input_fired_time: 0.6178738475, output_fired_time: 0.4024892151, propagate_forward_time: 23.8865871429, propagate_backward_time: 35.3947715759, weight_update_time: 0.0827344581, other_time: 1.8242301941
epoch time: 4.3771839142s, input_fired_time: 0.0610174462, output_fired_time: 0.0000000000, propagate_forward_time: 4.0350384712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2811279297
validation[          , genome  1240] predictions:    9475/  10000 (94.75%), best:    9570/10000 (95.70%), error:      1764.03540, best error:      1496.33069 on epoch:    52, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 56.7339172363s, input_fired_time: 0.5859709978, output_fired_time: 0.3738084435, propagate_forward_time: 21.6381511688, propagate_backward_time: 32.4176063538, weight_update_time: 0.0770002678, other_time: 1.7183799744
epoch time: 4.3578991890s, input_fired_time: 0.0615183301, output_fired_time: 0.0000000000, propagate_forward_time: 4.0148439407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2815370560
validation[          , genome  1240] predictions:    9557/  10000 (95.57%), best:    9570/10000 (95.70%), error:      1526.21838, best error:      1496.33069 on epoch:    52, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 53.9126396179s, input_fired_time: 0.5691311955, output_fired_time: 0.3598769605, propagate_forward_time: 20.5961036682, propagate_backward_time: 30.7496528625, weight_update_time: 0.0738284290, other_time: 1.6378746033
epoch time: 4.4674978256s, input_fired_time: 0.0624656230, output_fired_time: 0.0000000000, propagate_forward_time: 4.1211743355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2838578224
validation[          , genome  1240] predictions:    9554/  10000 (95.54%), best:    9570/10000 (95.70%), error:      1507.65344, best error:      1496.33069 on epoch:    52, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 57.4186134338s, input_fired_time: 0.5929835439, output_fired_time: 0.3788634539, propagate_forward_time: 21.9841690063, propagate_backward_time: 32.7325019836, weight_update_time: 0.0767202526, other_time: 1.7300949097
epoch time: 6.3424806595s, input_fired_time: 0.0821397454, output_fired_time: 0.0000000000, propagate_forward_time: 5.8764214516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3839192390
validation[          , genome  1240] predictions:    9534/  10000 (95.34%), best:    9570/10000 (95.70%), error:      1558.63379, best error:      1496.33069 on epoch:    52, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 55.8889122009s, input_fired_time: 0.5840259194, output_fired_time: 0.3732051849, propagate_forward_time: 21.3666114807, propagate_backward_time: 31.8779087067, weight_update_time: 0.0758311003, other_time: 1.6871585846
epoch time: 4.7887392044s, input_fired_time: 0.0659835413, output_fired_time: 0.0000000000, propagate_forward_time: 4.4184246063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3043308258
validation[          , genome  1240] predictions:    9540/  10000 (95.40%), best:    9570/10000 (95.70%), error:      1553.08423, best error:      1496.33069 on epoch:    52, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 64.9743576050s, input_fired_time: 0.6378654838, output_fired_time: 0.4183315039, propagate_forward_time: 24.8973674774, propagate_backward_time: 37.1275100708, weight_update_time: 0.0832815170, other_time: 1.8932876587
epoch time: 4.7774739265s, input_fired_time: 0.0660955757, output_fired_time: 0.0000000000, propagate_forward_time: 4.4102854729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3010931015
validation[          , genome  1240] predictions:    9577/  10000 (95.77%), best:    9577/10000 (95.77%), error:      1463.60828, best error:      1463.60828 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 55.1337928772s, input_fired_time: 0.5850357413, output_fired_time: 0.3665944338, propagate_forward_time: 21.1851139069, propagate_backward_time: 31.3130435944, weight_update_time: 0.0749642476, other_time: 1.6840038300
epoch time: 4.4902353287s, input_fired_time: 0.0639856830, output_fired_time: 0.0000000000, propagate_forward_time: 4.1401081085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2861413956
validation[          , genome  1240] predictions:    9454/  10000 (94.54%), best:    9577/10000 (95.77%), error:      1843.65063, best error:      1463.60828 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 54.5984725952s, input_fired_time: 0.5820273161, output_fired_time: 0.3581646085, propagate_forward_time: 20.7840347290, propagate_backward_time: 31.1742343903, weight_update_time: 0.0746499375, other_time: 1.7000102997
epoch time: 4.4520192146s, input_fired_time: 0.0631394163, output_fired_time: 0.0000000000, propagate_forward_time: 4.1013627052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2875170708
validation[          , genome  1240] predictions:    9478/  10000 (94.78%), best:    9577/10000 (95.77%), error:      1784.17151, best error:      1463.60828 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 53.8886947632s, input_fired_time: 0.5746187568, output_fired_time: 0.3593003750, propagate_forward_time: 20.5523033142, propagate_backward_time: 30.7451972961, weight_update_time: 0.0736080408, other_time: 1.6572761536
epoch time: 4.4479198456s, input_fired_time: 0.0628262013, output_fired_time: 0.0000000000, propagate_forward_time: 4.0960679054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2890257835
validation[          , genome  1240] predictions:    9511/  10000 (95.11%), best:    9577/10000 (95.77%), error:      1685.87781, best error:      1463.60828 on epoch:    68, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 53.2015571594s, input_fired_time: 0.5739037991, output_fired_time: 0.3594900370, propagate_forward_time: 20.3272933960, propagate_backward_time: 30.2971153259, weight_update_time: 0.0732324123, other_time: 1.6437568665
epoch time: 4.4527873993s, input_fired_time: 0.0632734373, output_fired_time: 0.0000000000, propagate_forward_time: 4.0936055183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2959084511
validation[          , genome  1240] predictions:    9475/  10000 (94.75%), best:    9577/10000 (95.77%), error:      1809.42944, best error:      1463.60828 on epoch:    68, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 60.0002708435s, input_fired_time: 0.6092361808, output_fired_time: 0.3927484453, propagate_forward_time: 22.9713077545, propagate_backward_time: 34.2465553284, weight_update_time: 0.0801580623, other_time: 1.7804222107
epoch time: 4.3910031319s, input_fired_time: 0.0623231269, output_fired_time: 0.0000000000, propagate_forward_time: 4.0488519669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2798280716
validation[          , genome  1240] predictions:    9556/  10000 (95.56%), best:    9577/10000 (95.77%), error:      1505.53809, best error:      1463.60828 on epoch:    68, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 53.1937294006s, input_fired_time: 0.5687814355, output_fired_time: 0.3556146026, propagate_forward_time: 20.3552417755, propagate_backward_time: 30.2877635956, weight_update_time: 0.0722373948, other_time: 1.6263275146
epoch time: 4.4620223045s, input_fired_time: 0.0634504855, output_fired_time: 0.0000000000, propagate_forward_time: 4.1086635590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2899084091
validation[          , genome  1240] predictions:    9523/  10000 (95.23%), best:    9577/10000 (95.77%), error:      1619.36609, best error:      1463.60828 on epoch:    68, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 52.9603080750s, input_fired_time: 0.5731371045, output_fired_time: 0.3585523367, propagate_forward_time: 20.3009452820, propagate_backward_time: 30.1124095917, weight_update_time: 0.0728592500, other_time: 1.6152667999
epoch time: 6.0478439331s, input_fired_time: 0.0793023035, output_fired_time: 0.0000000000, propagate_forward_time: 5.6014451981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3670964241
validation[          , genome  1240] predictions:    9538/  10000 (95.38%), best:    9577/10000 (95.77%), error:      1567.89575, best error:      1463.60828 on epoch:    68, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 54.9103584290s, input_fired_time: 0.5907305479, output_fired_time: 0.3663023114, propagate_forward_time: 21.0706729889, propagate_backward_time: 31.2296867371, weight_update_time: 0.0746358857, other_time: 1.6529655457
epoch time: 4.3429117203s, input_fired_time: 0.0616247319, output_fired_time: 0.0000000000, propagate_forward_time: 4.0021376610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2791495323
validation[          , genome  1240] predictions:    9531/  10000 (95.31%), best:    9577/10000 (95.77%), error:      1612.25964, best error:      1463.60828 on epoch:    68, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 53.3691864014s, input_fired_time: 0.5753426552, output_fired_time: 0.3568567634, propagate_forward_time: 20.4205322266, propagate_backward_time: 30.3872089386, weight_update_time: 0.0728777796, other_time: 1.6292438507
epoch time: 4.2935404778s, input_fired_time: 0.0624433644, output_fired_time: 0.0000000000, propagate_forward_time: 3.9550197124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2760775089
validation[          , genome  1240] predictions:    9569/  10000 (95.69%), best:    9577/10000 (95.77%), error:      1492.80249, best error:      1463.60828 on epoch:    68, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 53.5643196106s, input_fired_time: 0.5750486255, output_fired_time: 0.3600749373, propagate_forward_time: 20.4177150726, propagate_backward_time: 30.5757446289, weight_update_time: 0.0731732026, other_time: 1.6357345581
epoch time: 4.4018726349s, input_fired_time: 0.0629325062, output_fired_time: 0.0000000000, propagate_forward_time: 4.0555710793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2833690643
validation[          , genome  1240] predictions:    9531/  10000 (95.31%), best:    9577/10000 (95.77%), error:      1638.17834, best error:      1463.60828 on epoch:    68, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 53.5136528015s, input_fired_time: 0.5752037168, output_fired_time: 0.3587300777, propagate_forward_time: 20.4345588684, propagate_backward_time: 30.4984760284, weight_update_time: 0.0736485347, other_time: 1.6466846466
epoch time: 4.3949241638s, input_fired_time: 0.0630871281, output_fired_time: 0.0000000000, propagate_forward_time: 4.0478811264, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2839560509
validation[          , genome  1240] predictions:    9411/  10000 (94.11%), best:    9577/10000 (95.77%), error:      2008.67908, best error:      1463.60828 on epoch:    68, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 55.3497772217s, input_fired_time: 0.5863489509, output_fired_time: 0.3677830398, propagate_forward_time: 21.1520271301, propagate_backward_time: 31.5685214996, weight_update_time: 0.0755478367, other_time: 1.6750965118
epoch time: 4.4250025749s, input_fired_time: 0.0636023059, output_fired_time: 0.0000000000, propagate_forward_time: 4.0737781525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2876219749
validation[          , genome  1240] predictions:    9530/  10000 (95.30%), best:    9577/10000 (95.77%), error:      1575.56238, best error:      1463.60828 on epoch:    68, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 56.1967735291s, input_fired_time: 0.5922570229, output_fired_time: 0.3705077171, propagate_forward_time: 21.4518814087, propagate_backward_time: 32.0743827820, weight_update_time: 0.0764654726, other_time: 1.7077445984
epoch time: 5.2572250366s, input_fired_time: 0.0721146986, output_fired_time: 0.0000000000, propagate_forward_time: 4.8601508141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3249597549
validation[          , genome  1240] predictions:    9527/  10000 (95.27%), best:    9577/10000 (95.77%), error:      1676.45679, best error:      1463.60828 on epoch:    68, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 55.8405532837s, input_fired_time: 0.5886744261, output_fired_time: 0.3701651096, propagate_forward_time: 21.4209938049, propagate_backward_time: 31.7745418549, weight_update_time: 0.0761811882, other_time: 1.6861782074
epoch time: 4.3667812347s, input_fired_time: 0.0628266484, output_fired_time: 0.0000000000, propagate_forward_time: 4.0214548111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2824997902
validation[          , genome  1240] predictions:    9544/  10000 (95.44%), best:    9577/10000 (95.77%), error:      1532.03760, best error:      1463.60828 on epoch:    68, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 53.7501373291s, input_fired_time: 0.5760485530, output_fired_time: 0.3593733013, propagate_forward_time: 20.5896186829, propagate_backward_time: 30.5902385712, weight_update_time: 0.0736007690, other_time: 1.6348552704
epoch time: 4.3719348907s, input_fired_time: 0.0631765053, output_fired_time: 0.0000000000, propagate_forward_time: 4.0278897285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2808685303
validation[          , genome  1240] predictions:    9557/  10000 (95.57%), best:    9577/10000 (95.77%), error:      1543.43921, best error:      1463.60828 on epoch:    68, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 54.8544578552s, input_fired_time: 0.5823377967, output_fired_time: 0.3650562167, propagate_forward_time: 21.0217952728, propagate_backward_time: 31.2308254242, weight_update_time: 0.0751087368, other_time: 1.6544437408
epoch time: 4.3344125748s, input_fired_time: 0.0637849346, output_fired_time: 0.0000000000, propagate_forward_time: 3.9935078621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2771196365
validation[          , genome  1240] predictions:    9554/  10000 (95.54%), best:    9577/10000 (95.77%), error:      1540.04504, best error:      1463.60828 on epoch:    68, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 63.1791114807s, input_fired_time: 0.6327224970, output_fired_time: 0.4094280899, propagate_forward_time: 24.2022571564, propagate_backward_time: 36.0950737000, weight_update_time: 0.0837057158, other_time: 1.8396339417
epoch time: 4.2388024330s, input_fired_time: 0.0624801181, output_fired_time: 0.0000000000, propagate_forward_time: 3.9033620358, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2729604244
validation[          , genome  1240] predictions:    9532/  10000 (95.32%), best:    9577/10000 (95.77%), error:      1626.32532, best error:      1463.60828 on epoch:    68, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 53.5817222595s, input_fired_time: 0.5741104484, output_fired_time: 0.3584313691, propagate_forward_time: 20.3675231934, propagate_backward_time: 30.6465091705, weight_update_time: 0.0739662498, other_time: 1.6351451874
epoch time: 4.4164357185s, input_fired_time: 0.0633693933, output_fired_time: 0.0000000000, propagate_forward_time: 4.0733923912, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2796740532
validation[          , genome  1240] predictions:    9510/  10000 (95.10%), best:    9577/10000 (95.77%), error:      1652.03113, best error:      1463.60828 on epoch:    68, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 54.5773773193s, input_fired_time: 0.5785987377, output_fired_time: 0.3620129526, propagate_forward_time: 20.9061946869, propagate_backward_time: 31.0863418579, weight_update_time: 0.0745259970, other_time: 1.6442260742
epoch time: 4.4642014503s, input_fired_time: 0.0637852401, output_fired_time: 0.0000000000, propagate_forward_time: 4.1149630547, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2854533195
validation[          , genome  1240] predictions:    9556/  10000 (95.56%), best:    9577/10000 (95.77%), error:      1506.97168, best error:      1463.60828 on epoch:    68, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 61.0705833435s, input_fired_time: 0.6193599105, output_fired_time: 0.3987854123, propagate_forward_time: 23.4570636749, propagate_backward_time: 34.8031616211, weight_update_time: 0.0808574781, other_time: 1.7922134399
epoch time: 6.2835154533s, input_fired_time: 0.0828127041, output_fired_time: 0.0000000000, propagate_forward_time: 5.8163762093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3843264580
validation[          , genome  1240] predictions:    9569/  10000 (95.69%), best:    9577/10000 (95.77%), error:      1554.79492, best error:      1463.60828 on epoch:    68, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 60.1411018372s, input_fired_time: 0.6122281551, output_fired_time: 0.3947628736, propagate_forward_time: 23.0592575073, propagate_backward_time: 34.2923583984, weight_update_time: 0.0805186480, other_time: 1.7824935913
epoch time: 4.5553836823s, input_fired_time: 0.0663926899, output_fired_time: 0.0000000000, propagate_forward_time: 4.1961531639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2928376198
validation[          , genome  1240] predictions:    9544/  10000 (95.44%), best:    9577/10000 (95.77%), error:      1596.02344, best error:      1463.60828 on epoch:    68, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 71.0148239136s, input_fired_time: 0.6787204742, output_fired_time: 0.4497109652, propagate_forward_time: 27.3198184967, propagate_backward_time: 40.5448455811, weight_update_time: 0.0914727896, other_time: 2.0217285156
epoch time: 5.1942672729s, input_fired_time: 0.0716305822, output_fired_time: 0.0000000000, propagate_forward_time: 4.7959523201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3266844749
validation[          , genome  1240] predictions:    9548/  10000 (95.48%), best:    9577/10000 (95.77%), error:      1525.62756, best error:      1463.60828 on epoch:    68, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 67.5259170532s, input_fired_time: 0.6566625237, output_fired_time: 0.4321036637, propagate_forward_time: 25.9961509705, propagate_backward_time: 38.4966278076, weight_update_time: 0.0887113884, other_time: 1.9443702698
epoch time: 4.7404828072s, input_fired_time: 0.0668583885, output_fired_time: 0.0000000000, propagate_forward_time: 4.3739786148, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2996459007
validation[          , genome  1240] predictions:    9456/  10000 (94.56%), best:    9577/10000 (95.77%), error:      1833.34180, best error:      1463.60828 on epoch:    68, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 56.6822662354s, input_fired_time: 0.5904415250, output_fired_time: 0.3773193955, propagate_forward_time: 21.7020950317, propagate_backward_time: 32.3113288879, weight_update_time: 0.0762030333, other_time: 1.7010803223
epoch time: 4.3983597755s, input_fired_time: 0.0643936694, output_fired_time: 0.0000000000, propagate_forward_time: 4.0481991768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2857670784
validation[          , genome  1240] predictions:    9547/  10000 (95.47%), best:    9577/10000 (95.77%), error:      1562.52917, best error:      1463.60828 on epoch:    68, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 53.2346496582s, input_fired_time: 0.5716004968, output_fired_time: 0.3594123423, propagate_forward_time: 20.3957786560, propagate_backward_time: 30.2901706696, weight_update_time: 0.0731490999, other_time: 1.6176853180
epoch time: 4.4495487213s, input_fired_time: 0.0638957173, output_fired_time: 0.0000000000, propagate_forward_time: 4.0855650902, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3000879288
validation[          , genome  1240] predictions:    9541/  10000 (95.41%), best:    9577/10000 (95.77%), error:      1549.92212, best error:      1463.60828 on epoch:    68, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 53.5779304504s, input_fired_time: 0.5731268525, output_fired_time: 0.3584804535, propagate_forward_time: 20.4704570770, propagate_backward_time: 30.5412712097, weight_update_time: 0.0735557005, other_time: 1.6345939636
epoch time: 4.4870724678s, input_fired_time: 0.0643907711, output_fired_time: 0.0000000000, propagate_forward_time: 4.1355800629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2871017456
validation[          , genome  1240] predictions:    9545/  10000 (95.45%), best:    9577/10000 (95.77%), error:      1566.36206, best error:      1463.60828 on epoch:    68, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 57.8762855530s, input_fired_time: 0.6043100357, output_fired_time: 0.3824493885, propagate_forward_time: 22.2718944550, propagate_backward_time: 32.8855476379, weight_update_time: 0.0781508610, other_time: 1.7320823669
epoch time: 4.5428714752s, input_fired_time: 0.0655605569, output_fired_time: 0.0000000000, propagate_forward_time: 4.1829113960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2943997383
validation[          , genome  1240] predictions:    9542/  10000 (95.42%), best:    9577/10000 (95.77%), error:      1569.24683, best error:      1463.60828 on epoch:    68, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 55.2989311218s, input_fired_time: 0.5873435140, output_fired_time: 0.3684712350, propagate_forward_time: 21.2005157471, propagate_backward_time: 31.4494972229, weight_update_time: 0.0754350051, other_time: 1.6930999756
epoch time: 4.3659667969s, input_fired_time: 0.0640272871, output_fired_time: 0.0000000000, propagate_forward_time: 4.0180025101, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2839369774
validation[          , genome  1240] predictions:    9544/  10000 (95.44%), best:    9577/10000 (95.77%), error:      1541.64392, best error:      1463.60828 on epoch:    68, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 53.1257171631s, input_fired_time: 0.5755473375, output_fired_time: 0.3572386503, propagate_forward_time: 20.2908020020, propagate_backward_time: 30.2744941711, weight_update_time: 0.0725513175, other_time: 1.6276359558
epoch time: 4.3720684052s, input_fired_time: 0.0635212585, output_fired_time: 0.0000000000, propagate_forward_time: 4.0273375511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2812094688
validation[          , genome  1240] predictions:    9560/  10000 (95.60%), best:    9577/10000 (95.77%), error:      1523.18115, best error:      1463.60828 on epoch:    68, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 52.7492294312s, input_fired_time: 0.5728025436, output_fired_time: 0.3562949896, propagate_forward_time: 20.2739582062, propagate_backward_time: 29.9409694672, weight_update_time: 0.0722484961, other_time: 1.6052017212
epoch time: 4.3677196503s, input_fired_time: 0.0640228391, output_fired_time: 0.0000000000, propagate_forward_time: 4.0188822746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2848143578
validation[          , genome  1240] predictions:    9551/  10000 (95.51%), best:    9577/10000 (95.77%), error:      1508.43652, best error:      1463.60828 on epoch:    68, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 52.9940223694s, input_fired_time: 0.5747241974, output_fired_time: 0.3576957583, propagate_forward_time: 20.3271427155, propagate_backward_time: 30.1219577789, weight_update_time: 0.0724301040, other_time: 1.6124992371
epoch time: 4.4829878807s, input_fired_time: 0.0655465201, output_fired_time: 0.0000000000, propagate_forward_time: 4.1338586807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2835826874
validation[          , genome  1240] predictions:    9509/  10000 (95.09%), best:    9577/10000 (95.77%), error:      1663.22827, best error:      1463.60828 on epoch:    68, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 56.0000190735s, input_fired_time: 0.5898206830, output_fired_time: 0.3705146909, propagate_forward_time: 21.4336624146, propagate_backward_time: 31.9185066223, weight_update_time: 0.0763100982, other_time: 1.6875152588
epoch time: 4.4782752991s, input_fired_time: 0.0666460842, output_fired_time: 0.0000000000, propagate_forward_time: 4.1236190796, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2880101204
validation[          , genome  1240] predictions:    9542/  10000 (95.42%), best:    9577/10000 (95.77%), error:      1540.42542, best error:      1463.60828 on epoch:    68, 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: 22.4130878448s, input_fired_time: 0.3204924464, output_fired_time: 0.0000000000, propagate_forward_time: 20.5984420776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4941539764
best training[          , genome  1240] predictions:   48577/  50000 (97.15%), best:    9577/10000 (95.77%), error:      5186.98438, best error:      1463.60828 on epoch:    68, 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: 4.6844964027s, input_fired_time: 0.0640116483, output_fired_time: 0.0000000000, propagate_forward_time: 4.3057770729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3147077560
   testing[          , genome  1240] predictions:    9611/  10000 (96.11%), best:    9577/10000 (95.77%), error:      1347.90698, best error:      1463.60828 on epoch:    68, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:02:50 (40385): called boinc_finish(0)

</stderr_txt>
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