Nameexact_genome_1512568488_44_2668_1
Workunit2584676
Created7 Dec 2017, 0:57:45 UTC
Sent7 Dec 2017, 1:03:47 UTC
Report deadline10 Dec 2017, 0:35:13 UTC
Received7 Dec 2017, 2:39:55 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time1 hours 35 min 36 sec
CPU time1 hours 35 min 33 sec
Validate stateValid
Credit745.04
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.88 MB
Peak swap size152.21 MB
Peak disk usage1.56 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0578100160, output_fired_time: 0.0000000000, propagate_forward_time: 3.9706556797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3772962093
validation[          , genome  2668] predictions:    9396/  10000 (93.96%), best:    9396/10000 (93.96%), error:      2025.13721, best error:      2025.13721 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 51.9785652161s, input_fired_time: 0.4669481814, output_fired_time: 0.4242346883, propagate_forward_time: 19.7485980988, propagate_backward_time: 29.2615604401, weight_update_time: 0.1071161926, other_time: 2.0772209167
epoch time: 4.3683915138s, input_fired_time: 0.0578518175, output_fired_time: 0.0000000000, propagate_forward_time: 3.9352061749, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3753335476
validation[          , genome  2668] predictions:    9320/  10000 (93.20%), best:    9396/10000 (93.96%), error:      2181.71094, best error:      2025.13721 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 51.9351425171s, input_fired_time: 0.4707649946, output_fired_time: 0.4233466387, propagate_forward_time: 19.7586250305, propagate_backward_time: 29.1908760071, weight_update_time: 0.1086765453, other_time: 2.0915298462
epoch time: 4.3881354332s, input_fired_time: 0.0577045195, output_fired_time: 0.0000000000, propagate_forward_time: 3.9538533688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3765776157
validation[          , genome  2668] predictions:    9350/  10000 (93.50%), best:    9396/10000 (93.96%), error:      2155.76880, best error:      2025.13721 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 52.1638107300s, input_fired_time: 0.4724629819, output_fired_time: 0.4278475642, propagate_forward_time: 19.8119049072, propagate_backward_time: 29.3410129547, weight_update_time: 0.1084279940, other_time: 2.1105823517
epoch time: 4.3881216049s, input_fired_time: 0.0570902526, output_fired_time: 0.0000000000, propagate_forward_time: 3.9630393982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3679919243
validation[          , genome  2668] predictions:    9384/  10000 (93.84%), best:    9384/10000 (93.84%), error:      2017.11694, best error:      2017.11694 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 52.0636215210s, input_fired_time: 0.4697011113, output_fired_time: 0.4251800478, propagate_forward_time: 19.7931365967, propagate_backward_time: 29.2815265656, weight_update_time: 0.1087962016, other_time: 2.0940799713
epoch time: 4.3875870705s, input_fired_time: 0.0575588532, output_fired_time: 0.0000000000, propagate_forward_time: 3.9549326897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3750953674
validation[          , genome  2668] predictions:    9349/  10000 (93.49%), best:    9384/10000 (93.84%), error:      2197.44116, best error:      2017.11694 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 52.2099075317s, input_fired_time: 0.4666964412, output_fired_time: 0.4289332628, propagate_forward_time: 19.8351249695, propagate_backward_time: 29.4249076843, weight_update_time: 0.1083258614, other_time: 2.0542449951
epoch time: 4.3957533836s, input_fired_time: 0.0573614947, output_fired_time: 0.0000000000, propagate_forward_time: 3.9688930511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3694987297
validation[          , genome  2668] predictions:    9405/  10000 (94.05%), best:    9405/10000 (94.05%), error:      1988.92603, best error:      1988.92603 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 51.7874717712s, input_fired_time: 0.4619943500, output_fired_time: 0.4242457747, propagate_forward_time: 19.6989345551, propagate_backward_time: 29.1691417694, weight_update_time: 0.1063691527, other_time: 2.0331573486
epoch time: 4.3560094833s, input_fired_time: 0.0572705306, output_fired_time: 0.0000000000, propagate_forward_time: 3.9317908287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3669481277
validation[          , genome  2668] predictions:    9427/  10000 (94.27%), best:    9427/10000 (94.27%), error:      1960.22510, best error:      1960.22510 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 51.9842910767s, input_fired_time: 0.4785711169, output_fired_time: 0.4245288372, propagate_forward_time: 19.7311687469, propagate_backward_time: 29.2599334717, weight_update_time: 0.1092514768, other_time: 2.0900859833
epoch time: 4.3713254929s, input_fired_time: 0.0589355305, output_fired_time: 0.0000000000, propagate_forward_time: 3.9379928112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3743970394
validation[          , genome  2668] predictions:    9355/  10000 (93.55%), best:    9427/10000 (94.27%), error:      2181.40186, best error:      1960.22510 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 51.9441108704s, input_fired_time: 0.4630451798, output_fired_time: 0.4300504327, propagate_forward_time: 19.7145614624, propagate_backward_time: 29.2950534821, weight_update_time: 0.1077334508, other_time: 2.0413990021
epoch time: 4.3696956635s, input_fired_time: 0.0573029779, output_fired_time: 0.0000000000, propagate_forward_time: 3.9452261925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3671665192
validation[          , genome  2668] predictions:    9367/  10000 (93.67%), best:    9427/10000 (94.27%), error:      2067.08862, best error:      1960.22510 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 51.8204116821s, input_fired_time: 0.4629245996, output_fired_time: 0.4285518825, propagate_forward_time: 19.6686019897, propagate_backward_time: 29.2245731354, weight_update_time: 0.1074916795, other_time: 2.0357608795
epoch time: 4.2314057350s, input_fired_time: 0.0579582453, output_fired_time: 0.0000000000, propagate_forward_time: 3.8092246056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3642230034
validation[          , genome  2668] predictions:    9407/  10000 (94.07%), best:    9407/10000 (94.07%), error:      1954.73547, best error:      1954.73547 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 52.1130409241s, input_fired_time: 0.4659489095, output_fired_time: 0.4291838408, propagate_forward_time: 19.7858886719, propagate_backward_time: 29.3755092621, weight_update_time: 0.1071435511, other_time: 2.0565090179
epoch time: 4.3699421883s, input_fired_time: 0.0578373447, output_fired_time: 0.0000000000, propagate_forward_time: 3.9431445599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3689601421
validation[          , genome  2668] predictions:    9385/  10000 (93.85%), best:    9407/10000 (94.07%), error:      2010.69519, best error:      1954.73547 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 51.6536674500s, input_fired_time: 0.4713051021, output_fired_time: 0.4234499335, propagate_forward_time: 19.6454067230, propagate_backward_time: 29.0192871094, weight_update_time: 0.1082694381, other_time: 2.0942173004
epoch time: 4.3617920876s, input_fired_time: 0.0581717975, output_fired_time: 0.0000000000, propagate_forward_time: 3.9274497032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3761706352
validation[          , genome  2668] predictions:    9376/  10000 (93.76%), best:    9407/10000 (94.07%), error:      2111.63843, best error:      1954.73547 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 52.1608810425s, input_fired_time: 0.4730752409, output_fired_time: 0.4260706902, propagate_forward_time: 19.8246955872, propagate_backward_time: 29.3396263123, weight_update_time: 0.1094313040, other_time: 2.0974121094
epoch time: 4.3954801559s, input_fired_time: 0.0596544445, output_fired_time: 0.0000000000, propagate_forward_time: 3.9594922066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3763337135
validation[          , genome  2668] predictions:    9416/  10000 (94.16%), best:    9416/10000 (94.16%), error:      1935.44617, best error:      1935.44617 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 51.9396133423s, input_fired_time: 0.4724275768, output_fired_time: 0.4276742637, propagate_forward_time: 19.7279548645, propagate_backward_time: 29.2179183960, weight_update_time: 0.1098243594, other_time: 2.0936393738
epoch time: 4.3954710960s, input_fired_time: 0.0582956821, output_fired_time: 0.0000000000, propagate_forward_time: 3.9583568573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3788185120
validation[          , genome  2668] predictions:    9419/  10000 (94.19%), best:    9419/10000 (94.19%), error:      1926.07874, best error:      1926.07874 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 52.2782211304s, input_fired_time: 0.4729912579, output_fired_time: 0.4417814612, propagate_forward_time: 19.8470134735, propagate_backward_time: 29.4209423065, weight_update_time: 0.1100896522, other_time: 2.0954933167
epoch time: 4.3927888870s, input_fired_time: 0.0587454848, output_fired_time: 0.0000000000, propagate_forward_time: 3.9573988914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3766446114
validation[          , genome  2668] predictions:    9422/  10000 (94.22%), best:    9422/10000 (94.22%), error:      1882.34485, best error:      1882.34485 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 52.0153961182s, input_fired_time: 0.4670053124, output_fired_time: 0.4274057746, propagate_forward_time: 19.7544250488, propagate_backward_time: 29.3363342285, weight_update_time: 0.1079120487, other_time: 2.0302238464
epoch time: 4.3779525757s, input_fired_time: 0.0576404184, output_fired_time: 0.0000000000, propagate_forward_time: 3.9530057907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3673062325
validation[          , genome  2668] predictions:    9393/  10000 (93.93%), best:    9422/10000 (94.22%), error:      1993.50330, best error:      1882.34485 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 52.1404838562s, input_fired_time: 0.4669007063, output_fired_time: 0.4266487360, propagate_forward_time: 19.8149662018, propagate_backward_time: 29.3871097565, weight_update_time: 0.1077834740, other_time: 2.0448608398
epoch time: 4.3895120621s, input_fired_time: 0.0595454946, output_fired_time: 0.0000000000, propagate_forward_time: 3.9611046314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3688619137
validation[          , genome  2668] predictions:    9433/  10000 (94.33%), best:    9433/10000 (94.33%), error:      1872.91577, best error:      1872.91577 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 51.9443321228s, input_fired_time: 0.4713726044, output_fired_time: 0.4276968837, propagate_forward_time: 19.7226848602, propagate_backward_time: 29.2335510254, weight_update_time: 0.1078270227, other_time: 2.0890293121
epoch time: 4.3927035332s, input_fired_time: 0.0586237088, output_fired_time: 0.0000000000, propagate_forward_time: 3.9583952427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3756844997
validation[          , genome  2668] predictions:    9402/  10000 (94.02%), best:    9433/10000 (94.33%), error:      1954.09241, best error:      1872.91577 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 51.9061431885s, input_fired_time: 0.4699248970, output_fired_time: 0.4228925705, propagate_forward_time: 19.7160358429, propagate_backward_time: 29.2063140869, weight_update_time: 0.1087073833, other_time: 2.0909748077
epoch time: 4.3875756264s, input_fired_time: 0.0590282269, output_fired_time: 0.0000000000, propagate_forward_time: 3.9511542320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3773932457
validation[          , genome  2668] predictions:    9405/  10000 (94.05%), best:    9433/10000 (94.33%), error:      1973.68713, best error:      1872.91577 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 51.9168052673s, input_fired_time: 0.4713747501, output_fired_time: 0.4245582223, propagate_forward_time: 19.7361717224, propagate_backward_time: 29.1971778870, weight_update_time: 0.1074643284, other_time: 2.0875244141
epoch time: 4.3565993309s, input_fired_time: 0.0578334741, output_fired_time: 0.0000000000, propagate_forward_time: 3.9240338802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3747317791
validation[          , genome  2668] predictions:    9436/  10000 (94.36%), best:    9436/10000 (94.36%), error:      1871.31055, best error:      1871.31055 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 52.1293830872s, input_fired_time: 0.4721632004, output_fired_time: 0.4277995229, propagate_forward_time: 19.7942790985, propagate_backward_time: 29.3369731903, weight_update_time: 0.1093780473, other_time: 2.0981674194
epoch time: 4.3694205284s, input_fired_time: 0.0578279458, output_fired_time: 0.0000000000, propagate_forward_time: 3.9381067753, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3734858036
validation[          , genome  2668] predictions:    9421/  10000 (94.21%), best:    9436/10000 (94.36%), error:      1878.21216, best error:      1871.31055 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 51.8198471069s, input_fired_time: 0.4685541987, output_fired_time: 0.4243958890, propagate_forward_time: 19.6780281067, propagate_backward_time: 29.1623954773, weight_update_time: 0.1081597134, other_time: 2.0864715576
epoch time: 4.3778905869s, input_fired_time: 0.0581568368, output_fired_time: 0.0000000000, propagate_forward_time: 3.9440891743, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3756444454
validation[          , genome  2668] predictions:    9429/  10000 (94.29%), best:    9436/10000 (94.36%), error:      1903.19214, best error:      1871.31055 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 52.3174934387s, input_fired_time: 0.4742633402, output_fired_time: 0.4290451407, propagate_forward_time: 19.9150257111, propagate_backward_time: 29.3968429565, weight_update_time: 0.1091255993, other_time: 2.1023159027
epoch time: 4.4063248634s, input_fired_time: 0.0592118986, output_fired_time: 0.0000000000, propagate_forward_time: 3.9704706669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3766424656
validation[          , genome  2668] predictions:    9451/  10000 (94.51%), best:    9451/10000 (94.51%), error:      1869.24292, best error:      1869.24292 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 51.9258079529s, input_fired_time: 0.4697123468, output_fired_time: 0.4248208106, propagate_forward_time: 19.7328338623, propagate_backward_time: 29.2307624817, weight_update_time: 0.1083549559, other_time: 2.0676803589
epoch time: 4.3824214935s, input_fired_time: 0.0583943464, output_fired_time: 0.0000000000, propagate_forward_time: 3.9477479458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3762791157
validation[          , genome  2668] predictions:    9382/  10000 (93.82%), best:    9451/10000 (94.51%), error:      2039.38367, best error:      1869.24292 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 51.9880599976s, input_fired_time: 0.4772788882, output_fired_time: 0.4264499545, propagate_forward_time: 19.7782573700, propagate_backward_time: 29.2076740265, weight_update_time: 0.1074797511, other_time: 2.0984001160
epoch time: 4.3979105949s, input_fired_time: 0.0609773211, output_fired_time: 0.0000000000, propagate_forward_time: 3.9601256847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3768074512
validation[          , genome  2668] predictions:    9434/  10000 (94.34%), best:    9451/10000 (94.51%), error:      1926.78748, best error:      1869.24292 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 52.0435333252s, input_fired_time: 0.4667292833, output_fired_time: 0.4271552563, propagate_forward_time: 19.7758235931, propagate_backward_time: 29.3344459534, weight_update_time: 0.1089627370, other_time: 2.0393810272
epoch time: 4.3728919029s, input_fired_time: 0.0582764670, output_fired_time: 0.0000000000, propagate_forward_time: 3.9479796886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3666355610
validation[          , genome  2668] predictions:    9425/  10000 (94.25%), best:    9451/10000 (94.51%), error:      1905.10095, best error:      1869.24292 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 52.2740707397s, input_fired_time: 0.4779825211, output_fired_time: 0.4292082787, propagate_forward_time: 19.8477611542, propagate_backward_time: 29.4151096344, weight_update_time: 0.1088260859, other_time: 2.1040115356
epoch time: 4.4059290886s, input_fired_time: 0.0594357364, output_fired_time: 0.0000000000, propagate_forward_time: 3.9696154594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3768777847
validation[          , genome  2668] predictions:    9446/  10000 (94.46%), best:    9446/10000 (94.46%), error:      1840.86804, best error:      1840.86804 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 52.0414962769s, input_fired_time: 0.4663513899, output_fired_time: 0.4257999063, propagate_forward_time: 19.7712535858, propagate_backward_time: 29.3216114044, weight_update_time: 0.1075018719, other_time: 2.0564804077
epoch time: 4.3967475891s, input_fired_time: 0.0584187172, output_fired_time: 0.0000000000, propagate_forward_time: 3.9697864056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3685424328
validation[          , genome  2668] predictions:    9417/  10000 (94.17%), best:    9446/10000 (94.46%), error:      1903.83667, best error:      1840.86804 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 52.0097770691s, input_fired_time: 0.4735470712, output_fired_time: 0.4253029227, propagate_forward_time: 19.7686538696, propagate_backward_time: 29.2683982849, weight_update_time: 0.1078958809, other_time: 2.0738716125
epoch time: 4.3656930923s, input_fired_time: 0.0581521317, output_fired_time: 0.0000000000, propagate_forward_time: 3.9390428066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3684980869
validation[          , genome  2668] predictions:    9454/  10000 (94.54%), best:    9446/10000 (94.46%), error:      1862.33875, best error:      1840.86804 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 51.7492980957s, input_fired_time: 0.4690726697, output_fired_time: 0.4225473404, propagate_forward_time: 19.6775550842, propagate_backward_time: 29.1454181671, weight_update_time: 0.1069111973, other_time: 2.0347042084
epoch time: 4.3508119583s, input_fired_time: 0.0586305857, output_fired_time: 0.0000000000, propagate_forward_time: 3.9263470173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3658344746
validation[          , genome  2668] predictions:    9408/  10000 (94.08%), best:    9446/10000 (94.46%), error:      1912.50952, best error:      1840.86804 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 52.1682052612s, input_fired_time: 0.4765685797, output_fired_time: 0.4279479384, propagate_forward_time: 19.7980709076, propagate_backward_time: 29.3629760742, weight_update_time: 0.1091439649, other_time: 2.1026401520
epoch time: 4.3942499161s, input_fired_time: 0.0600393191, output_fired_time: 0.0000000000, propagate_forward_time: 3.9573116302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3768987656
validation[          , genome  2668] predictions:    9448/  10000 (94.48%), best:    9448/10000 (94.48%), error:      1816.52075, best error:      1816.52075 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 52.0720367432s, input_fired_time: 0.4759365320, output_fired_time: 0.4286554754, propagate_forward_time: 19.7549381256, propagate_backward_time: 29.3140087128, weight_update_time: 0.1091268584, other_time: 2.0984992981
epoch time: 4.3646364212s, input_fired_time: 0.0587313883, output_fired_time: 0.0000000000, propagate_forward_time: 3.9313015938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3746032715
validation[          , genome  2668] predictions:    9432/  10000 (94.32%), best:    9448/10000 (94.48%), error:      1857.27051, best error:      1816.52075 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 52.0532188416s, input_fired_time: 0.4704001546, output_fired_time: 0.4294551015, propagate_forward_time: 19.7790050507, propagate_backward_time: 29.3281517029, weight_update_time: 0.1093142554, other_time: 2.0462055206
epoch time: 4.3806653023s, input_fired_time: 0.0583627149, output_fired_time: 0.0000000000, propagate_forward_time: 3.9548904896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3674123287
validation[          , genome  2668] predictions:    9391/  10000 (93.91%), best:    9448/10000 (94.48%), error:      1970.09875, best error:      1816.52075 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 51.6938934326s, input_fired_time: 0.4753474891, output_fired_time: 0.4232161045, propagate_forward_time: 19.6510658264, propagate_backward_time: 29.0545864105, weight_update_time: 0.1084779948, other_time: 2.0896778107
epoch time: 4.3412084579s, input_fired_time: 0.0583699979, output_fired_time: 0.0000000000, propagate_forward_time: 3.9132928848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3695454597
validation[          , genome  2668] predictions:    9445/  10000 (94.45%), best:    9448/10000 (94.48%), error:      1828.05713, best error:      1816.52075 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 52.3273773193s, input_fired_time: 0.4767554402, output_fired_time: 0.4306252599, propagate_forward_time: 19.8608570099, propagate_backward_time: 29.4564647675, weight_update_time: 0.1092540994, other_time: 2.1026725769
epoch time: 4.4013075829s, input_fired_time: 0.0595139526, output_fired_time: 0.0000000000, propagate_forward_time: 3.9657526016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3760409355
validation[          , genome  2668] predictions:    9425/  10000 (94.25%), best:    9448/10000 (94.48%), error:      1872.57837, best error:      1816.52075 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 52.0304374695s, input_fired_time: 0.4712011516, output_fired_time: 0.4278349280, propagate_forward_time: 19.7792816162, propagate_backward_time: 29.3202190399, weight_update_time: 0.1070773527, other_time: 2.0319004059
epoch time: 4.3700652122s, input_fired_time: 0.0581354834, output_fired_time: 0.0000000000, propagate_forward_time: 3.9463155270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3656141758
validation[          , genome  2668] predictions:    9446/  10000 (94.46%), best:    9448/10000 (94.48%), error:      1863.35645, best error:      1816.52075 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 52.0724716187s, input_fired_time: 0.4732638299, output_fired_time: 0.4272983670, propagate_forward_time: 19.7753906250, propagate_backward_time: 29.3177242279, weight_update_time: 0.1095560864, other_time: 2.0787944794
epoch time: 4.3566503525s, input_fired_time: 0.0588731803, output_fired_time: 0.0000000000, propagate_forward_time: 3.9304888248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3672883511
validation[          , genome  2668] predictions:    9455/  10000 (94.55%), best:    9455/10000 (94.55%), error:      1809.05017, best error:      1809.05017 on epoch:    50, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 51.8231430054s, input_fired_time: 0.4755380750, output_fired_time: 0.4235067070, propagate_forward_time: 19.6803131104, propagate_backward_time: 29.1535205841, weight_update_time: 0.1087872833, other_time: 2.0902652740
epoch time: 4.3662405014s, input_fired_time: 0.0587193742, output_fired_time: 0.0000000000, propagate_forward_time: 3.9333140850, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3742072582
validation[          , genome  2668] predictions:    9465/  10000 (94.65%), best:    9465/10000 (94.65%), error:      1766.30273, best error:      1766.30273 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 51.9611892700s, input_fired_time: 0.4761663973, output_fired_time: 0.4247674942, propagate_forward_time: 19.7619991302, propagate_backward_time: 29.2050991058, weight_update_time: 0.1082238331, other_time: 2.0931587219
epoch time: 4.3814568520s, input_fired_time: 0.0590367950, output_fired_time: 0.0000000000, propagate_forward_time: 3.9477581978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3746619225
validation[          , genome  2668] predictions:    9440/  10000 (94.40%), best:    9465/10000 (94.65%), error:      1812.08655, best error:      1766.30273 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 52.1892280579s, input_fired_time: 0.4737209976, output_fired_time: 0.4297663569, propagate_forward_time: 19.8271770477, propagate_backward_time: 29.3906612396, weight_update_time: 0.1079692468, other_time: 2.0679016113
epoch time: 4.3915958405s, input_fired_time: 0.0584503300, output_fired_time: 0.0000000000, propagate_forward_time: 3.9645752907, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3685703278
validation[          , genome  2668] predictions:    9441/  10000 (94.41%), best:    9465/10000 (94.65%), error:      1832.05542, best error:      1766.30273 on epoch:    51, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 51.7739105225s, input_fired_time: 0.4762034118, output_fired_time: 0.4231902361, propagate_forward_time: 19.7004489899, propagate_backward_time: 29.0814304352, weight_update_time: 0.1074592620, other_time: 2.0926361084
epoch time: 4.3533878326s, input_fired_time: 0.0595113486, output_fired_time: 0.0000000000, propagate_forward_time: 3.9159531593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3779234886
validation[          , genome  2668] predictions:    9462/  10000 (94.62%), best:    9465/10000 (94.65%), error:      1818.88062, best error:      1766.30273 on epoch:    51, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 52.2047500610s, input_fired_time: 0.4811590910, output_fired_time: 0.4308760166, propagate_forward_time: 19.7968864441, propagate_backward_time: 29.3953113556, weight_update_time: 0.1094271466, other_time: 2.1005153656
epoch time: 4.3918466568s, input_fired_time: 0.0601337068, output_fired_time: 0.0000000000, propagate_forward_time: 3.9552736282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3764390945
validation[          , genome  2668] predictions:    9442/  10000 (94.42%), best:    9465/10000 (94.65%), error:      1835.81726, best error:      1766.30273 on epoch:    51, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 52.1013374329s, input_fired_time: 0.4786389470, output_fired_time: 0.4283983409, propagate_forward_time: 19.8078651428, propagate_backward_time: 29.2855663300, weight_update_time: 0.1078432500, other_time: 2.1008701324
epoch time: 4.3968572617s, input_fired_time: 0.0595527962, output_fired_time: 0.0000000000, propagate_forward_time: 3.9605028629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3768017292
validation[          , genome  2668] predictions:    9473/  10000 (94.73%), best:    9473/10000 (94.73%), error:      1762.01550, best error:      1762.01550 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 51.8662185669s, input_fired_time: 0.4728492200, output_fired_time: 0.4245343804, propagate_forward_time: 19.7385234833, propagate_backward_time: 29.1825942993, weight_update_time: 0.1080226153, other_time: 2.0477161407
epoch time: 4.3741321564s, input_fired_time: 0.0585797466, output_fired_time: 0.0000000000, propagate_forward_time: 3.9480571747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3674950600
validation[          , genome  2668] predictions:    9460/  10000 (94.60%), best:    9473/10000 (94.73%), error:      1813.62878, best error:      1762.01550 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 52.2425003052s, input_fired_time: 0.4791705608, output_fired_time: 0.4294154048, propagate_forward_time: 19.8279247284, propagate_backward_time: 29.4073963165, weight_update_time: 0.1084493399, other_time: 2.0985908508
epoch time: 4.4022641182s, input_fired_time: 0.0604352839, output_fired_time: 0.0000000000, propagate_forward_time: 3.9655315876, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3762972355
validation[          , genome  2668] predictions:    9462/  10000 (94.62%), best:    9473/10000 (94.73%), error:      1776.12231, best error:      1762.01550 on epoch:    56, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 52.0265426636s, input_fired_time: 0.4780660272, output_fired_time: 0.4257827699, propagate_forward_time: 19.7561969757, propagate_backward_time: 29.2717094421, weight_update_time: 0.1082516238, other_time: 2.0947895050
epoch time: 4.3790893555s, input_fired_time: 0.0592499487, output_fired_time: 0.0000000000, propagate_forward_time: 3.9446575642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3751819134
validation[          , genome  2668] predictions:    9393/  10000 (93.93%), best:    9473/10000 (94.73%), error:      1979.14856, best error:      1762.01550 on epoch:    56, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 51.8730049133s, input_fired_time: 0.4777271450, output_fired_time: 0.4255264997, propagate_forward_time: 19.6973552704, propagate_backward_time: 29.1765441895, weight_update_time: 0.1083335057, other_time: 2.0958538055
epoch time: 4.3889312744s, input_fired_time: 0.0612750649, output_fired_time: 0.0000000000, propagate_forward_time: 3.9503073692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3773488998
validation[          , genome  2668] predictions:    9461/  10000 (94.61%), best:    9473/10000 (94.73%), error:      1778.64233, best error:      1762.01550 on epoch:    56, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 52.0998458862s, input_fired_time: 0.4775220454, output_fired_time: 0.4285481572, propagate_forward_time: 19.8145351410, propagate_backward_time: 29.2804946899, weight_update_time: 0.1093236580, other_time: 2.0987453461
epoch time: 4.3942465782s, input_fired_time: 0.0589641519, output_fired_time: 0.0000000000, propagate_forward_time: 3.9597232342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3755590916
validation[          , genome  2668] predictions:    9456/  10000 (94.56%), best:    9473/10000 (94.73%), error:      1839.51624, best error:      1762.01550 on epoch:    56, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 52.0651130676s, input_fired_time: 0.4796520770, output_fired_time: 0.4270834923, propagate_forward_time: 19.7792987823, propagate_backward_time: 29.2889194489, weight_update_time: 0.1093021110, other_time: 2.0901603699
epoch time: 4.3609137535s, input_fired_time: 0.0592798516, output_fired_time: 0.0000000000, propagate_forward_time: 3.9278266430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3738071918
validation[          , genome  2668] predictions:    9465/  10000 (94.65%), best:    9473/10000 (94.73%), error:      1787.41003, best error:      1762.01550 on epoch:    56, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 51.9871444702s, input_fired_time: 0.4801756740, output_fired_time: 0.4274904728, propagate_forward_time: 19.7508277893, propagate_backward_time: 29.2384548187, weight_update_time: 0.1082597747, other_time: 2.0901966095
epoch time: 4.3985104561s, input_fired_time: 0.0597860292, output_fired_time: 0.0000000000, propagate_forward_time: 3.9617457390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3769788742
validation[          , genome  2668] predictions:    9415/  10000 (94.15%), best:    9473/10000 (94.73%), error:      1937.44641, best error:      1762.01550 on epoch:    56, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 51.9009437561s, input_fired_time: 0.4771507978, output_fired_time: 0.4237871766, propagate_forward_time: 19.7129039764, propagate_backward_time: 29.1960525513, weight_update_time: 0.1090332270, other_time: 2.0910511017
epoch time: 4.3994855881s, input_fired_time: 0.0597424656, output_fired_time: 0.0000000000, propagate_forward_time: 3.9624919891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3772511482
validation[          , genome  2668] predictions:    9446/  10000 (94.46%), best:    9473/10000 (94.73%), error:      1862.76611, best error:      1762.01550 on epoch:    56, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 51.9284934998s, input_fired_time: 0.4780159593, output_fired_time: 0.4245455861, propagate_forward_time: 19.7514591217, propagate_backward_time: 29.1859035492, weight_update_time: 0.1087608188, other_time: 2.0885696411
epoch time: 4.3812537193s, input_fired_time: 0.0600683801, output_fired_time: 0.0000000000, propagate_forward_time: 3.9473211765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3738639355
validation[          , genome  2668] predictions:    9467/  10000 (94.67%), best:    9467/10000 (94.67%), error:      1761.68225, best error:      1761.68225 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 51.9668197632s, input_fired_time: 0.4762064219, output_fired_time: 0.4271370769, propagate_forward_time: 19.7357444763, propagate_backward_time: 29.2367248535, weight_update_time: 0.1090438887, other_time: 2.0910072327
epoch time: 4.3826203346s, input_fired_time: 0.0604540929, output_fired_time: 0.0000000000, propagate_forward_time: 3.9470438957, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3751225471
validation[          , genome  2668] predictions:    9456/  10000 (94.56%), best:    9467/10000 (94.67%), error:      1803.98999, best error:      1761.68225 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 51.9715766907s, input_fired_time: 0.4791093171, output_fired_time: 0.4255854487, propagate_forward_time: 19.7286777496, propagate_backward_time: 29.2439498901, weight_update_time: 0.1082200184, other_time: 2.0942516327
epoch time: 4.3950519562s, input_fired_time: 0.0593665652, output_fired_time: 0.0000000000, propagate_forward_time: 3.9600534439, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3756318092
validation[          , genome  2668] predictions:    9430/  10000 (94.30%), best:    9467/10000 (94.67%), error:      1891.43433, best error:      1761.68225 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 52.0244026184s, input_fired_time: 0.4804716408, output_fired_time: 0.4274225235, propagate_forward_time: 19.7603034973, propagate_backward_time: 29.2633724213, weight_update_time: 0.1088598222, other_time: 2.0928325653
epoch time: 4.3860588074s, input_fired_time: 0.0609453097, output_fired_time: 0.0000000000, propagate_forward_time: 3.9502847195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3748285770
validation[          , genome  2668] predictions:    9442/  10000 (94.42%), best:    9467/10000 (94.67%), error:      1869.38733, best error:      1761.68225 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 52.1433296204s, input_fired_time: 0.4823184013, output_fired_time: 0.4286231399, propagate_forward_time: 19.8084373474, propagate_backward_time: 29.3297634125, weight_update_time: 0.1091618985, other_time: 2.0941867828
epoch time: 4.4026923180s, input_fired_time: 0.0601790063, output_fired_time: 0.0000000000, propagate_forward_time: 3.9672410488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3752720356
validation[          , genome  2668] predictions:    9456/  10000 (94.56%), best:    9467/10000 (94.67%), error:      1828.02954, best error:      1761.68225 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 52.0645790100s, input_fired_time: 0.4733059406, output_fired_time: 0.4273160696, propagate_forward_time: 19.7824840546, propagate_backward_time: 29.3441181183, weight_update_time: 0.1083023921, other_time: 2.0373573303
epoch time: 4.3898625374s, input_fired_time: 0.0593994930, output_fired_time: 0.0000000000, propagate_forward_time: 3.9622607231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3682022095
validation[          , genome  2668] predictions:    9442/  10000 (94.42%), best:    9467/10000 (94.67%), error:      1848.50818, best error:      1761.68225 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 52.1229553223s, input_fired_time: 0.4757880270, output_fired_time: 0.4272841215, propagate_forward_time: 19.8016929626, propagate_backward_time: 29.3605117798, weight_update_time: 0.1087940037, other_time: 2.0576782227
epoch time: 4.3896403313s, input_fired_time: 0.0596292131, output_fired_time: 0.0000000000, propagate_forward_time: 3.9613249302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3686859608
validation[          , genome  2668] predictions:    9441/  10000 (94.41%), best:    9467/10000 (94.67%), error:      1833.91956, best error:      1761.68225 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 51.7180023193s, input_fired_time: 0.4725461304, output_fired_time: 0.4266328812, propagate_forward_time: 19.6554126740, propagate_backward_time: 29.1245384216, weight_update_time: 0.1064993814, other_time: 2.0388736725
epoch time: 4.3537225723s, input_fired_time: 0.0599662922, output_fired_time: 0.0000000000, propagate_forward_time: 3.9272868633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3664696217
validation[          , genome  2668] predictions:    9455/  10000 (94.55%), best:    9467/10000 (94.67%), error:      1858.55469, best error:      1761.68225 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 51.8460159302s, input_fired_time: 0.4746131301, output_fired_time: 0.4245311022, propagate_forward_time: 19.7129611969, propagate_backward_time: 29.1896076202, weight_update_time: 0.1069838181, other_time: 2.0443038940
epoch time: 4.3673219681s, input_fired_time: 0.0596125647, output_fired_time: 0.0000000000, propagate_forward_time: 3.9406497478, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3670594692
validation[          , genome  2668] predictions:    9410/  10000 (94.10%), best:    9467/10000 (94.67%), error:      1920.95801, best error:      1761.68225 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 51.7125587463s, input_fired_time: 0.4782372713, output_fired_time: 0.4234787524, propagate_forward_time: 19.6477718353, propagate_backward_time: 29.0752754211, weight_update_time: 0.1076979861, other_time: 2.0877971649
epoch time: 4.3572616577s, input_fired_time: 0.0600691959, output_fired_time: 0.0000000000, propagate_forward_time: 3.9245357513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3726568222
validation[          , genome  2668] predictions:    9421/  10000 (94.21%), best:    9467/10000 (94.67%), error:      1866.93433, best error:      1761.68225 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 52.0018043518s, input_fired_time: 0.4824147820, output_fired_time: 0.4240612984, propagate_forward_time: 19.7416477203, propagate_backward_time: 29.2636089325, weight_update_time: 0.1093604937, other_time: 2.0900726318
epoch time: 4.3740501404s, input_fired_time: 0.0603887178, output_fired_time: 0.0000000000, propagate_forward_time: 3.9390969276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3745646477
validation[          , genome  2668] predictions:    9427/  10000 (94.27%), best:    9467/10000 (94.67%), error:      1900.33972, best error:      1761.68225 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 51.7056846619s, input_fired_time: 0.4738013446, output_fired_time: 0.4245090187, propagate_forward_time: 19.6637039185, propagate_backward_time: 29.1149959564, weight_update_time: 0.1080678999, other_time: 2.0286769867
epoch time: 4.3763713837s, input_fired_time: 0.0597710833, output_fired_time: 0.0000000000, propagate_forward_time: 3.9410977364, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3755025864
validation[          , genome  2668] predictions:    9461/  10000 (94.61%), best:    9467/10000 (94.67%), error:      1809.10876, best error:      1761.68225 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 51.8313636780s, input_fired_time: 0.4761249125, output_fired_time: 0.4250374436, propagate_forward_time: 19.6954936981, propagate_backward_time: 29.2009658813, weight_update_time: 0.1068497524, other_time: 2.0337429047
epoch time: 4.3920292854s, input_fired_time: 0.0604686439, output_fired_time: 0.0000000000, propagate_forward_time: 3.9630613327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3684992790
validation[          , genome  2668] predictions:    9472/  10000 (94.72%), best:    9467/10000 (94.67%), error:      1773.91455, best error:      1761.68225 on epoch:    65, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 51.8291244507s, input_fired_time: 0.4757505953, output_fired_time: 0.4266238511, propagate_forward_time: 19.7019119263, propagate_backward_time: 29.1827735901, weight_update_time: 0.1078564599, other_time: 2.0420646667
epoch time: 4.4303245544s, input_fired_time: 0.0611311272, output_fired_time: 0.0000000000, propagate_forward_time: 4.0001444817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3690490723
validation[          , genome  2668] predictions:    9468/  10000 (94.68%), best:    9467/10000 (94.67%), error:      1795.07202, best error:      1761.68225 on epoch:    65, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 51.9883384705s, input_fired_time: 0.4846022129, output_fired_time: 0.4243333638, propagate_forward_time: 19.7476787567, propagate_backward_time: 29.2310714722, weight_update_time: 0.1082925946, other_time: 2.1006526947
epoch time: 4.3887090683s, input_fired_time: 0.0608577505, output_fired_time: 0.0000000000, propagate_forward_time: 3.9510114193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3768398762
validation[          , genome  2668] predictions:    9437/  10000 (94.37%), best:    9467/10000 (94.67%), error:      1850.97717, best error:      1761.68225 on epoch:    65, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 51.8219566345s, input_fired_time: 0.4767434299, output_fired_time: 0.4260238111, propagate_forward_time: 19.7112216949, propagate_backward_time: 29.1520118713, weight_update_time: 0.1067194119, other_time: 2.0559558868
epoch time: 4.3643150330s, input_fired_time: 0.0593763962, output_fired_time: 0.0000000000, propagate_forward_time: 3.9378740788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3670647144
validation[          , genome  2668] predictions:    9467/  10000 (94.67%), best:    9467/10000 (94.67%), error:      1776.02295, best error:      1761.68225 on epoch:    65, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 51.9415702820s, input_fired_time: 0.4812066853, output_fired_time: 0.4260362387, propagate_forward_time: 19.7573165894, propagate_backward_time: 29.2448234558, weight_update_time: 0.1074557751, other_time: 2.0321884155
epoch time: 4.3751449585s, input_fired_time: 0.0601773113, output_fired_time: 0.0000000000, propagate_forward_time: 3.9470856190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3678820133
validation[          , genome  2668] predictions:    9458/  10000 (94.58%), best:    9467/10000 (94.67%), error:      1774.78296, best error:      1761.68225 on epoch:    65, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 52.0841407776s, input_fired_time: 0.4849076569, output_fired_time: 0.4266773462, propagate_forward_time: 19.7876987457, propagate_backward_time: 29.2900123596, weight_update_time: 0.1084114015, other_time: 2.0948429108
epoch time: 4.4080967903s, input_fired_time: 0.0611157455, output_fired_time: 0.0000000000, propagate_forward_time: 3.9703829288, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3765981197
validation[          , genome  2668] predictions:    9476/  10000 (94.76%), best:    9467/10000 (94.67%), error:      1772.89673, best error:      1761.68225 on epoch:    65, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 51.9892578125s, input_fired_time: 0.4826111197, output_fired_time: 0.4254942834, propagate_forward_time: 19.7627372742, propagate_backward_time: 29.2323760986, weight_update_time: 0.1096393019, other_time: 2.0860366821
epoch time: 4.3594236374s, input_fired_time: 0.0592764355, output_fired_time: 0.0000000000, propagate_forward_time: 3.9303598404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3697872162
validation[          , genome  2668] predictions:    9462/  10000 (94.62%), best:    9467/10000 (94.67%), error:      1806.76013, best error:      1761.68225 on epoch:    65, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 52.0579681396s, input_fired_time: 0.4846867621, output_fired_time: 0.4245377183, propagate_forward_time: 19.7730712891, propagate_backward_time: 29.2817974091, weight_update_time: 0.1083028316, other_time: 2.0938739777
epoch time: 4.4030184746s, input_fired_time: 0.0610747486, output_fired_time: 0.0000000000, propagate_forward_time: 3.9673099518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3746337891
validation[          , genome  2668] predictions:    9461/  10000 (94.61%), best:    9467/10000 (94.67%), error:      1805.09009, best error:      1761.68225 on epoch:    65, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 52.1595802307s, input_fired_time: 0.4804453850, output_fired_time: 0.4270956516, propagate_forward_time: 19.7951717377, propagate_backward_time: 29.3628635406, weight_update_time: 0.1087324396, other_time: 2.0940017700
epoch time: 4.4076004028s, input_fired_time: 0.0605877787, output_fired_time: 0.0000000000, propagate_forward_time: 3.9716954231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3753170967
validation[          , genome  2668] predictions:    9441/  10000 (94.41%), best:    9467/10000 (94.67%), error:      1822.74243, best error:      1761.68225 on epoch:    65, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 51.9602127075s, input_fired_time: 0.4780017138, output_fired_time: 0.4267904758, propagate_forward_time: 19.7392215729, propagate_backward_time: 29.2611770630, weight_update_time: 0.1083762869, other_time: 2.0550212860
epoch time: 4.3539586067s, input_fired_time: 0.0598129444, output_fired_time: 0.0000000000, propagate_forward_time: 3.9265813828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3675642014
validation[          , genome  2668] predictions:    9472/  10000 (94.72%), best:    9467/10000 (94.67%), error:      1768.13416, best error:      1761.68225 on epoch:    65, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 51.7474479675s, input_fired_time: 0.4759899080, output_fired_time: 0.4236159325, propagate_forward_time: 19.6923789978, propagate_backward_time: 29.1253890991, weight_update_time: 0.1075317562, other_time: 2.0300750732
epoch time: 4.3728728294s, input_fired_time: 0.0596441925, output_fired_time: 0.0000000000, propagate_forward_time: 3.9466946125, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3665339947
validation[          , genome  2668] predictions:    9424/  10000 (94.24%), best:    9467/10000 (94.67%), error:      1851.67395, best error:      1761.68225 on epoch:    65, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 52.1258697510s, input_fired_time: 0.4845952988, output_fired_time: 0.4291964173, propagate_forward_time: 19.8004760742, propagate_backward_time: 29.3167037964, weight_update_time: 0.1072730199, other_time: 2.0948982239
epoch time: 4.4027714729s, input_fired_time: 0.0609124526, output_fired_time: 0.0000000000, propagate_forward_time: 3.9642310143, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3776278496
validation[          , genome  2668] predictions:    9424/  10000 (94.24%), best:    9467/10000 (94.67%), error:      1876.27930, best error:      1761.68225 on epoch:    65, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 51.7935867310s, input_fired_time: 0.4757220149, output_fired_time: 0.4261487424, propagate_forward_time: 19.6833724976, propagate_backward_time: 29.1716632843, weight_update_time: 0.1075091735, other_time: 2.0366802216
epoch time: 4.3626394272s, input_fired_time: 0.0606168434, output_fired_time: 0.0000000000, propagate_forward_time: 3.9349033833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3671190739
validation[          , genome  2668] predictions:    9454/  10000 (94.54%), best:    9467/10000 (94.67%), error:      1829.59680, best error:      1761.68225 on epoch:    65, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 52.0081939697s, input_fired_time: 0.4837292135, output_fired_time: 0.4266500473, propagate_forward_time: 19.7601547241, propagate_backward_time: 29.2477664948, weight_update_time: 0.1100126505, other_time: 2.0898914337
epoch time: 4.3686661720s, input_fired_time: 0.0609371923, output_fired_time: 0.0000000000, propagate_forward_time: 3.9332876205, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3744411469
validation[          , genome  2668] predictions:    9461/  10000 (94.61%), best:    9467/10000 (94.67%), error:      1788.92493, best error:      1761.68225 on epoch:    65, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 52.1517982483s, input_fired_time: 0.4844872355, output_fired_time: 0.4302707911, propagate_forward_time: 19.7867889404, propagate_backward_time: 29.3504791260, weight_update_time: 0.1093420610, other_time: 2.0997734070
epoch time: 4.3924789429s, input_fired_time: 0.0607710294, output_fired_time: 0.0000000000, propagate_forward_time: 3.9582200050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3734879494
validation[          , genome  2668] predictions:    9441/  10000 (94.41%), best:    9467/10000 (94.67%), error:      1855.27905, best error:      1761.68225 on epoch:    65, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 51.7240829468s, input_fired_time: 0.4786847830, output_fired_time: 0.4244769216, propagate_forward_time: 19.6706962585, propagate_backward_time: 29.1191596985, weight_update_time: 0.1062080935, other_time: 2.0310668945
epoch time: 4.3882427216s, input_fired_time: 0.0604874194, output_fired_time: 0.0000000000, propagate_forward_time: 3.9606342316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3671212196
validation[          , genome  2668] predictions:    9426/  10000 (94.26%), best:    9467/10000 (94.67%), error:      1850.22266, best error:      1761.68225 on epoch:    65, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 51.9630050659s, input_fired_time: 0.4804564118, output_fired_time: 0.4258751273, propagate_forward_time: 19.7163619995, propagate_backward_time: 29.2578353882, weight_update_time: 0.1080217436, other_time: 2.0824737549
epoch time: 4.3580899239s, input_fired_time: 0.0600721836, output_fired_time: 0.0000000000, propagate_forward_time: 3.9296331406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3683843613
validation[          , genome  2668] predictions:    9455/  10000 (94.55%), best:    9467/10000 (94.67%), error:      1813.99133, best error:      1761.68225 on epoch:    65, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 52.1413383484s, input_fired_time: 0.4792638719, output_fired_time: 0.4280065894, propagate_forward_time: 19.7816333771, propagate_backward_time: 29.3986968994, weight_update_time: 0.1083609685, other_time: 2.0537395477
epoch time: 4.3983354568s, input_fired_time: 0.0610977821, output_fired_time: 0.0000000000, propagate_forward_time: 3.9678194523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3694183826
validation[          , genome  2668] predictions:    9415/  10000 (94.15%), best:    9467/10000 (94.67%), error:      1922.42249, best error:      1761.68225 on epoch:    65, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 51.9585876465s, input_fired_time: 0.4842213392, output_fired_time: 0.4257495701, propagate_forward_time: 19.7361984253, propagate_backward_time: 29.2393474579, weight_update_time: 0.1082361862, other_time: 2.0730686188
epoch time: 4.3632640839s, input_fired_time: 0.0600213371, output_fired_time: 0.0000000000, propagate_forward_time: 3.9349513054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3682913780
validation[          , genome  2668] predictions:    9459/  10000 (94.59%), best:    9459/10000 (94.59%), error:      1757.06238, best error:      1757.06238 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 52.0491943359s, input_fired_time: 0.4775608182, output_fired_time: 0.4278419018, propagate_forward_time: 19.7394466400, propagate_backward_time: 29.3622570038, weight_update_time: 0.1080068275, other_time: 2.0420875549
epoch time: 4.3761806488s, input_fired_time: 0.0599786378, output_fired_time: 0.0000000000, propagate_forward_time: 3.9487569332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3674452305
validation[          , genome  2668] predictions:    9461/  10000 (94.61%), best:    9459/10000 (94.59%), error:      1787.95679, best error:      1757.06238 on epoch:    95, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 51.7805442810s, input_fired_time: 0.4803599119, output_fired_time: 0.4242591858, propagate_forward_time: 19.7433052063, propagate_backward_time: 29.0818881989, weight_update_time: 0.1078316942, other_time: 2.0507335663
epoch time: 4.3789057732s, input_fired_time: 0.0601653345, output_fired_time: 0.0000000000, propagate_forward_time: 3.9501433372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3685970306
validation[          , genome  2668] predictions:    9443/  10000 (94.43%), best:    9459/10000 (94.59%), error:      1817.77234, best error:      1757.06238 on epoch:    95, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 52.1474151611s, input_fired_time: 0.4792063236, output_fired_time: 0.4282464385, propagate_forward_time: 19.8178253174, propagate_backward_time: 29.3825626373, weight_update_time: 0.1082310230, other_time: 2.0395755768
epoch time: 4.3915181160s, input_fired_time: 0.0611524805, output_fired_time: 0.0000000000, propagate_forward_time: 3.9631841183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3671815395
validation[          , genome  2668] predictions:    9444/  10000 (94.44%), best:    9459/10000 (94.59%), error:      1823.53162, best error:      1757.06238 on epoch:    95, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 52.0580482483s, input_fired_time: 0.4796544015, output_fired_time: 0.4306704700, propagate_forward_time: 19.7366714478, propagate_backward_time: 29.3600692749, weight_update_time: 0.1076146811, other_time: 2.0509796143
epoch time: 4.3773102760s, input_fired_time: 0.0605766810, output_fired_time: 0.0000000000, propagate_forward_time: 3.9482262135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3685071468
validation[          , genome  2668] predictions:    9471/  10000 (94.71%), best:    9459/10000 (94.59%), error:      1785.04370, best error:      1757.06238 on epoch:    95, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 51.9409523010s, input_fired_time: 0.4848158658, output_fired_time: 0.4286689162, propagate_forward_time: 19.7011070251, propagate_backward_time: 29.2343807220, weight_update_time: 0.1080917940, other_time: 2.0919780731
epoch time: 4.4042267799s, input_fired_time: 0.0606343374, output_fired_time: 0.0000000000, propagate_forward_time: 3.9679176807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3756749630
validation[          , genome  2668] predictions:    9469/  10000 (94.69%), best:    9459/10000 (94.59%), error:      1789.98389, best error:      1757.06238 on epoch:    95, 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: 22.0578842163s, input_fired_time: 0.3052750528, output_fired_time: 0.0000000000, propagate_forward_time: 19.7889537811, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9636554718
best training[          , genome  2668] predictions:   48195/  50000 (96.39%), best:    9459/10000 (94.59%), error:      6400.03125, best error:      1757.06238 on epoch:    95, 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: 4.3961515427s, input_fired_time: 0.0601443872, output_fired_time: 0.0000000000, propagate_forward_time: 3.9598658085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3761413097
   testing[          , genome  2668] predictions:    9501/  10000 (95.01%), best:    9459/10000 (94.59%), error:      1666.23279, best error:      1757.06238 on epoch:    95, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:39:29 (3788): called boinc_finish(0)

</stderr_txt>
]]>