Nameexact_genome_1512568488_42_5240_0
Workunit2597437
Created7 Dec 2017, 13:50:08 UTC
Sent7 Dec 2017, 13:55:51 UTC
Report deadline17 Dec 2017, 12:25:34 UTC
Received9 Dec 2017, 9:50:49 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time5 hours 28 min 45 sec
CPU time5 hours 23 min 43 sec
Validate stateValid
Credit2,484.33
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size157.43 MB
Peak swap size155.85 MB
Peak disk usage2.22 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
000 (97.04%), best:    9722/10000 (97.22%), error:       983.70557, best error:       945.68341 on epoch:     8, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 176.8291473389s, input_fired_time: 2.3763427734, output_fired_time: 2.4619703293, propagate_forward_time: 69.6068496704, propagate_backward_time: 98.5664138794, weight_update_time: 0.2351093292, other_time: 3.8175659180
epoch time: 15.0562152863s, input_fired_time: 0.2992865443, output_fired_time: 0.0000000000, propagate_forward_time: 14.0632133484, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6937150955
validation[          , genome  5240] predictions:    9614/  10000 (96.14%), best:    9722/10000 (97.22%), error:      1273.56006, best error:       945.68341 on epoch:     8, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 176.3456268311s, input_fired_time: 2.3669929504, output_fired_time: 2.4379985332, propagate_forward_time: 69.4687957764, propagate_backward_time: 98.2489929199, weight_update_time: 0.2348755598, other_time: 3.8228454590
epoch time: 15.0026311874s, input_fired_time: 0.2985973358, output_fired_time: 0.0000000000, propagate_forward_time: 14.0187358856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6852979660
validation[          , genome  5240] predictions:    9631/  10000 (96.31%), best:    9722/10000 (97.22%), error:      1219.21008, best error:       945.68341 on epoch:     8, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 176.7084197998s, input_fired_time: 2.3812713623, output_fired_time: 2.4670400620, propagate_forward_time: 69.6642684937, propagate_backward_time: 98.3945617676, weight_update_time: 0.2367390841, other_time: 3.8012771606
epoch time: 14.9503507614s, input_fired_time: 0.2982546091, output_fired_time: 0.0000000000, propagate_forward_time: 13.9676265717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6844692230
validation[          , genome  5240] predictions:    9722/  10000 (97.22%), best:    9722/10000 (97.22%), error:       924.13507, best error:       924.13507 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 177.0737609863s, input_fired_time: 2.3690049648, output_fired_time: 2.4576618671, propagate_forward_time: 69.5866775513, propagate_backward_time: 98.8372726440, weight_update_time: 0.2349450588, other_time: 3.8231506348
epoch time: 14.8957672119s, input_fired_time: 0.2938366234, output_fired_time: 0.0000000000, propagate_forward_time: 13.9218997955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6800308228
validation[          , genome  5240] predictions:    9718/  10000 (97.18%), best:    9722/10000 (97.22%), error:       948.58472, best error:       924.13507 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 175.7366790771s, input_fired_time: 2.3699781895, output_fired_time: 2.4432322979, propagate_forward_time: 69.1811752319, propagate_backward_time: 97.9314422607, weight_update_time: 0.2344333231, other_time: 3.8108444214
epoch time: 14.7101917267s, input_fired_time: 0.2959285378, output_fired_time: 0.0000000000, propagate_forward_time: 13.7101488113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7041139603
validation[          , genome  5240] predictions:    9649/  10000 (96.49%), best:    9722/10000 (97.22%), error:      1188.76514, best error:       924.13507 on epoch:    17, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 176.8470611572s, input_fired_time: 2.3780324459, output_fired_time: 2.4693083763, propagate_forward_time: 69.7097549438, propagate_backward_time: 98.4634017944, weight_update_time: 0.2373494506, other_time: 3.8265533447
epoch time: 14.8466634750s, input_fired_time: 0.2937333584, output_fired_time: 0.0000000000, propagate_forward_time: 13.8511362076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7017936707
validation[          , genome  5240] predictions:    9591/  10000 (95.91%), best:    9722/10000 (97.22%), error:      1286.71289, best error:       924.13507 on epoch:    17, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 176.9697875977s, input_fired_time: 2.3762388229, output_fired_time: 2.4422426224, propagate_forward_time: 69.7808609009, propagate_backward_time: 98.5523147583, weight_update_time: 0.2395182699, other_time: 3.8181304932
epoch time: 14.8137073517s, input_fired_time: 0.2950572968, output_fired_time: 0.0000000000, propagate_forward_time: 13.8372840881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6813659668
validation[          , genome  5240] predictions:    9721/  10000 (97.21%), best:    9721/10000 (97.21%), error:       889.46912, best error:       889.46912 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 176.1697998047s, input_fired_time: 2.3664696217, output_fired_time: 2.4470419884, propagate_forward_time: 69.2258300781, propagate_backward_time: 98.3066101074, weight_update_time: 0.2349194139, other_time: 3.8238525391
epoch time: 15.0174551010s, input_fired_time: 0.3011937141, output_fired_time: 0.0000000000, propagate_forward_time: 14.0202064514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6960544586
validation[          , genome  5240] predictions:    9698/  10000 (96.98%), best:    9721/10000 (97.21%), error:       916.68384, best error:       889.46912 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 176.4757232666s, input_fired_time: 2.3761961460, output_fired_time: 2.4559602737, propagate_forward_time: 69.5831527710, propagate_backward_time: 98.2459411621, weight_update_time: 0.2372479141, other_time: 3.8144760132
epoch time: 15.0715236664s, input_fired_time: 0.3004506230, output_fired_time: 0.0000000000, propagate_forward_time: 14.0839557648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6871175766
validation[          , genome  5240] predictions:    9702/  10000 (97.02%), best:    9721/10000 (97.21%), error:       970.59839, best error:       889.46912 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 177.1076812744s, input_fired_time: 2.3808090687, output_fired_time: 2.4557156563, propagate_forward_time: 69.8470230103, propagate_backward_time: 98.6092147827, weight_update_time: 0.2355878204, other_time: 3.8149108887
epoch time: 14.7682456970s, input_fired_time: 0.2917095423, output_fired_time: 0.0000000000, propagate_forward_time: 13.7964935303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6800422668
validation[          , genome  5240] predictions:    9621/  10000 (96.21%), best:    9721/10000 (97.21%), error:      1185.63342, best error:       889.46912 on epoch:    21, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 177.1493377686s, input_fired_time: 2.3844449520, output_fired_time: 2.4596517086, propagate_forward_time: 69.9330139160, propagate_backward_time: 98.5785675049, weight_update_time: 0.2338346839, other_time: 3.7936553955
epoch time: 14.5874938965s, input_fired_time: 0.2926204205, output_fired_time: 0.0000000000, propagate_forward_time: 13.6091747284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6856985092
validation[          , genome  5240] predictions:    9668/  10000 (96.68%), best:    9721/10000 (97.21%), error:      1021.18793, best error:       889.46912 on epoch:    21, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 177.3244934082s, input_fired_time: 2.3896529675, output_fired_time: 2.4760231972, propagate_forward_time: 69.6429595947, propagate_backward_time: 98.9891052246, weight_update_time: 0.2390032858, other_time: 3.8267517090
epoch time: 14.3927888870s, input_fired_time: 0.2912967801, output_fired_time: 0.0000000000, propagate_forward_time: 13.4250440598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6764478683
validation[          , genome  5240] predictions:    9650/  10000 (96.50%), best:    9721/10000 (97.21%), error:      1128.26953, best error:       889.46912 on epoch:    21, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 177.9161376953s, input_fired_time: 2.4005317688, output_fired_time: 2.4630506039, propagate_forward_time: 70.1253738403, propagate_backward_time: 99.0632324219, weight_update_time: 0.2397364080, other_time: 3.8639602661
epoch time: 14.4864835739s, input_fired_time: 0.2973837554, output_fired_time: 0.0000000000, propagate_forward_time: 13.5085477829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6805524826
validation[          , genome  5240] predictions:    9718/  10000 (97.18%), best:    9721/10000 (97.21%), error:       906.64417, best error:       889.46912 on epoch:    21, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 176.1614532471s, input_fired_time: 2.3797752857, output_fired_time: 2.4468450546, propagate_forward_time: 69.1212615967, propagate_backward_time: 98.3789291382, weight_update_time: 0.2368346751, other_time: 3.8346481323
epoch time: 14.8816890717s, input_fired_time: 0.3006488085, output_fired_time: 0.0000000000, propagate_forward_time: 13.9000177383, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6810226440
validation[          , genome  5240] predictions:    9728/  10000 (97.28%), best:    9728/10000 (97.28%), error:       877.20587, best error:       877.20587 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 176.5731658936s, input_fired_time: 2.3793821335, output_fired_time: 2.4466166496, propagate_forward_time: 69.2824859619, propagate_backward_time: 98.6585540771, weight_update_time: 0.2371089160, other_time: 3.8061370850
epoch time: 14.7497177124s, input_fired_time: 0.2956635654, output_fired_time: 0.0000000000, propagate_forward_time: 13.7650461197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6890077591
validation[          , genome  5240] predictions:    9707/  10000 (97.07%), best:    9728/10000 (97.28%), error:       970.88330, best error:       877.20587 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 177.6198425293s, input_fired_time: 2.3806877136, output_fired_time: 2.4703202248, propagate_forward_time: 69.6964797974, propagate_backward_time: 99.2324066162, weight_update_time: 0.2400998175, other_time: 3.8399429321
epoch time: 14.8889999390s, input_fired_time: 0.2962753773, output_fired_time: 0.0000000000, propagate_forward_time: 13.9130334854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6796913147
validation[          , genome  5240] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       785.02863, best error:       785.02863 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 176.5759582520s, input_fired_time: 2.3890764713, output_fired_time: 2.4594528675, propagate_forward_time: 69.5552062988, propagate_backward_time: 98.3561859131, weight_update_time: 0.2356037498, other_time: 3.8160247803
epoch time: 14.7018394470s, input_fired_time: 0.2941451073, output_fired_time: 0.0000000000, propagate_forward_time: 13.7241754532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6835184097
validation[          , genome  5240] predictions:    9749/  10000 (97.49%), best:    9748/10000 (97.48%), error:       836.55469, best error:       785.02863 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 176.2156677246s, input_fired_time: 2.3872153759, output_fired_time: 2.4499158859, propagate_forward_time: 69.3154678345, propagate_backward_time: 98.2377243042, weight_update_time: 0.2379921228, other_time: 3.8253326416
epoch time: 15.1051712036s, input_fired_time: 0.2995411754, output_fired_time: 0.0000000000, propagate_forward_time: 14.1219377518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6836919785
validation[          , genome  5240] predictions:    9713/  10000 (97.13%), best:    9748/10000 (97.48%), error:       883.69421, best error:       785.02863 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 175.9725189209s, input_fired_time: 2.3824610710, output_fired_time: 2.4386351109, propagate_forward_time: 69.1555862427, propagate_backward_time: 98.1999282837, weight_update_time: 0.2343706191, other_time: 3.7959136963
epoch time: 14.9173946381s, input_fired_time: 0.2981142700, output_fired_time: 0.0000000000, propagate_forward_time: 13.9382419586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6810388565
validation[          , genome  5240] predictions:    9731/  10000 (97.31%), best:    9748/10000 (97.48%), error:       839.91437, best error:       785.02863 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 176.6660461426s, input_fired_time: 2.3852033615, output_fired_time: 2.4454550743, propagate_forward_time: 69.4789199829, propagate_backward_time: 98.5279312134, weight_update_time: 0.2390614450, other_time: 3.8285369873
epoch time: 15.0182676315s, input_fired_time: 0.2975921631, output_fired_time: 0.0000000000, propagate_forward_time: 14.0276975632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6929779053
validation[          , genome  5240] predictions:    9703/  10000 (97.03%), best:    9748/10000 (97.48%), error:      1021.32977, best error:       785.02863 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 176.6563262939s, input_fired_time: 2.3802096844, output_fired_time: 2.4646656513, propagate_forward_time: 69.5640258789, propagate_backward_time: 98.4232940674, weight_update_time: 0.2370635122, other_time: 3.8241424561
epoch time: 14.8552751541s, input_fired_time: 0.2981905341, output_fired_time: 0.0000000000, propagate_forward_time: 13.8649778366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6921072006
validation[          , genome  5240] predictions:    9685/  10000 (96.85%), best:    9748/10000 (97.48%), error:       979.02649, best error:       785.02863 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 176.9880676270s, input_fired_time: 2.3786303997, output_fired_time: 2.4566168785, propagate_forward_time: 69.7034835815, propagate_backward_time: 98.6415557861, weight_update_time: 0.2361193895, other_time: 3.8077774048
epoch time: 15.2843055725s, input_fired_time: 0.3042480946, output_fired_time: 0.0000000000, propagate_forward_time: 14.2867898941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6932678223
validation[          , genome  5240] predictions:    9748/  10000 (97.48%), best:    9748/10000 (97.48%), error:       782.77338, best error:       782.77338 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 177.4297332764s, input_fired_time: 2.4026587009, output_fired_time: 2.4651443958, propagate_forward_time: 69.7910308838, propagate_backward_time: 98.9441909790, weight_update_time: 0.2382913232, other_time: 3.8266983032
epoch time: 15.0988292694s, input_fired_time: 0.3072477877, output_fired_time: 0.0000000000, propagate_forward_time: 14.0874223709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7041587830
validation[          , genome  5240] predictions:    9674/  10000 (96.74%), best:    9748/10000 (97.48%), error:      1026.22656, best error:       782.77338 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 176.2942962646s, input_fired_time: 2.3809127808, output_fired_time: 2.4512267113, propagate_forward_time: 69.4208602905, propagate_backward_time: 98.2540588379, weight_update_time: 0.2350976318, other_time: 3.7872390747
epoch time: 14.4065942764s, input_fired_time: 0.3005605638, output_fired_time: 0.0000000000, propagate_forward_time: 13.4169168472, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6891164780
validation[          , genome  5240] predictions:    9712/  10000 (97.12%), best:    9748/10000 (97.48%), error:       923.39954, best error:       782.77338 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 176.4261169434s, input_fired_time: 2.3885862827, output_fired_time: 2.4563655853, propagate_forward_time: 69.4490432739, propagate_backward_time: 98.3031768799, weight_update_time: 0.2371174395, other_time: 3.8289566040
epoch time: 14.9612445831s, input_fired_time: 0.3006911278, output_fired_time: 0.0000000000, propagate_forward_time: 13.9745111465, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6860418320
validation[          , genome  5240] predictions:    9700/  10000 (97.00%), best:    9748/10000 (97.48%), error:       968.40021, best error:       782.77338 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 176.3276672363s, input_fired_time: 2.3910553455, output_fired_time: 2.4496607780, propagate_forward_time: 69.3821487427, propagate_backward_time: 98.2947006226, weight_update_time: 0.2357021570, other_time: 3.8101043701
epoch time: 14.6049985886s, input_fired_time: 0.2975373864, output_fired_time: 0.0000000000, propagate_forward_time: 13.6283750534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6790857315
validation[          , genome  5240] predictions:    9710/  10000 (97.10%), best:    9748/10000 (97.48%), error:       984.34644, best error:       782.77338 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 176.5234069824s, input_fired_time: 2.3868703842, output_fired_time: 2.4644477367, propagate_forward_time: 69.3577957153, propagate_backward_time: 98.4883270264, weight_update_time: 0.2359136641, other_time: 3.8259658813
epoch time: 14.9820890427s, input_fired_time: 0.3007712066, output_fired_time: 0.0000000000, propagate_forward_time: 13.9898538589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6914644241
validation[          , genome  5240] predictions:    9724/  10000 (97.24%), best:    9748/10000 (97.48%), error:       920.68835, best error:       782.77338 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 175.0796051025s, input_fired_time: 2.3821036816, output_fired_time: 2.4426681995, propagate_forward_time: 68.7911758423, propagate_backward_time: 97.6688385010, weight_update_time: 0.2344813943, other_time: 3.7948074341
epoch time: 15.0843048096s, input_fired_time: 0.3014781475, output_fired_time: 0.0000000000, propagate_forward_time: 14.0802888870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7025375366
validation[          , genome  5240] predictions:    9734/  10000 (97.34%), best:    9748/10000 (97.48%), error:       852.02490, best error:       782.77338 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 177.0700225830s, input_fired_time: 2.4029028416, output_fired_time: 2.4688231945, propagate_forward_time: 69.5743408203, propagate_backward_time: 98.7957763672, weight_update_time: 0.2362907678, other_time: 3.8281707764
epoch time: 14.9819746017s, input_fired_time: 0.2989562452, output_fired_time: 0.0000000000, propagate_forward_time: 13.9949569702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6880617142
validation[          , genome  5240] predictions:    9681/  10000 (96.81%), best:    9748/10000 (97.48%), error:      1023.22516, best error:       782.77338 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 175.5545043945s, input_fired_time: 2.3774850368, output_fired_time: 2.4251124859, propagate_forward_time: 69.0229797363, propagate_backward_time: 97.9361419678, weight_update_time: 0.2324541360, other_time: 3.7927856445
epoch time: 14.8226232529s, input_fired_time: 0.2985613048, output_fired_time: 0.0000000000, propagate_forward_time: 13.8392925262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6847696304
validation[          , genome  5240] predictions:    9747/  10000 (97.47%), best:    9748/10000 (97.48%), error:       802.44586, best error:       782.77338 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 176.4369506836s, input_fired_time: 2.3977112770, output_fired_time: 2.4455420971, propagate_forward_time: 69.4221038818, propagate_backward_time: 98.3651885986, weight_update_time: 0.2359443307, other_time: 3.8064117432
epoch time: 14.5623388290s, input_fired_time: 0.2990478873, output_fired_time: 0.0000000000, propagate_forward_time: 13.5672330856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6960582733
validation[          , genome  5240] predictions:    9740/  10000 (97.40%), best:    9748/10000 (97.48%), error:       825.71222, best error:       782.77338 on epoch:    36, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 175.2487945557s, input_fired_time: 2.3900558949, output_fired_time: 2.4421713352, propagate_forward_time: 69.0307083130, propagate_backward_time: 97.5821380615, weight_update_time: 0.2318821698, other_time: 3.8037185669
epoch time: 15.1997337341s, input_fired_time: 0.3050596118, output_fired_time: 0.0000000000, propagate_forward_time: 14.2071475983, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6875267029
validation[          , genome  5240] predictions:    9705/  10000 (97.05%), best:    9748/10000 (97.48%), error:      1003.33081, best error:       782.77338 on epoch:    36, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 176.6995544434s, input_fired_time: 2.4125008583, output_fired_time: 2.4528851509, propagate_forward_time: 69.6910095215, propagate_backward_time: 98.3148727417, weight_update_time: 0.2345491648, other_time: 3.8282852173
epoch time: 14.5231132507s, input_fired_time: 0.2927165329, output_fired_time: 0.0000000000, propagate_forward_time: 13.5589923859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6714038849
validation[          , genome  5240] predictions:    9678/  10000 (96.78%), best:    9748/10000 (97.48%), error:      1022.73230, best error:       782.77338 on epoch:    36, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 176.1373596191s, input_fired_time: 2.4006547928, output_fired_time: 2.4556610584, propagate_forward_time: 69.1408767700, propagate_backward_time: 98.3002319336, weight_update_time: 0.2373288721, other_time: 3.8399429321
epoch time: 15.1953563690s, input_fired_time: 0.3026569486, output_fired_time: 0.0000000000, propagate_forward_time: 14.2089729309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6837263107
validation[          , genome  5240] predictions:    9682/  10000 (96.82%), best:    9748/10000 (97.48%), error:      1031.31799, best error:       782.77338 on epoch:    36, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 177.2576599121s, input_fired_time: 2.3964138031, output_fired_time: 2.4724900723, propagate_forward_time: 69.8451614380, propagate_backward_time: 98.7159118652, weight_update_time: 0.2364724129, other_time: 3.8276901245
epoch time: 15.0169267654s, input_fired_time: 0.3018570244, output_fired_time: 0.0000000000, propagate_forward_time: 14.0189056396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6961641312
validation[          , genome  5240] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       779.06274, best error:       779.06274 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 175.1430969238s, input_fired_time: 2.3990554810, output_fired_time: 2.4445610046, propagate_forward_time: 68.9463424683, propagate_backward_time: 97.5683670044, weight_update_time: 0.2332028747, other_time: 3.7847747803
epoch time: 14.6799211502s, input_fired_time: 0.2984558344, output_fired_time: 0.0000000000, propagate_forward_time: 13.6939535141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6875114441
validation[          , genome  5240] predictions:    9720/  10000 (97.20%), best:    9770/10000 (97.70%), error:       908.31299, best error:       779.06274 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 177.5946960449s, input_fired_time: 2.3938081264, output_fired_time: 2.4662985802, propagate_forward_time: 69.9242782593, propagate_backward_time: 98.9884872437, weight_update_time: 0.2412513942, other_time: 3.8218231201
epoch time: 14.7083482742s, input_fired_time: 0.3046117723, output_fired_time: 0.0000000000, propagate_forward_time: 13.6920795441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7116565704
validation[          , genome  5240] predictions:    9740/  10000 (97.40%), best:    9770/10000 (97.70%), error:       851.91669, best error:       779.06274 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 178.6300506592s, input_fired_time: 2.4119019508, output_fired_time: 2.4746787548, propagate_forward_time: 70.3197174072, propagate_backward_time: 99.5983963013, weight_update_time: 0.2398085147, other_time: 3.8253555298
epoch time: 14.2794675827s, input_fired_time: 0.2980124950, output_fired_time: 0.0000000000, propagate_forward_time: 13.3075113297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6739435196
validation[          , genome  5240] predictions:    9727/  10000 (97.27%), best:    9770/10000 (97.70%), error:       841.57751, best error:       779.06274 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 177.4341735840s, input_fired_time: 2.4272444248, output_fired_time: 2.4485211372, propagate_forward_time: 70.2663345337, propagate_backward_time: 98.4704360962, weight_update_time: 0.2389185578, other_time: 3.8216400146
epoch time: 14.9481925964s, input_fired_time: 0.3037147820, output_fired_time: 0.0000000000, propagate_forward_time: 13.9578657150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6866121292
validation[          , genome  5240] predictions:    9697/  10000 (96.97%), best:    9770/10000 (97.70%), error:       939.70337, best error:       779.06274 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 175.0320129395s, input_fired_time: 2.3825542927, output_fired_time: 2.4245920181, propagate_forward_time: 68.7216949463, propagate_backward_time: 97.6965408325, weight_update_time: 0.2357717454, other_time: 3.8066329956
epoch time: 14.9853763580s, input_fired_time: 0.3023106158, output_fired_time: 0.0000000000, propagate_forward_time: 13.9911813736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6918840408
validation[          , genome  5240] predictions:    9744/  10000 (97.44%), best:    9770/10000 (97.70%), error:       805.89221, best error:       779.06274 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 176.2669219971s, input_fired_time: 2.3986005783, output_fired_time: 2.4363694191, propagate_forward_time: 69.4823455811, propagate_backward_time: 98.1673431396, weight_update_time: 0.2321959436, other_time: 3.7822570801
epoch time: 14.8732233047s, input_fired_time: 0.3064624667, output_fired_time: 0.0000000000, propagate_forward_time: 13.8829641342, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6837968826
validation[          , genome  5240] predictions:    9712/  10000 (97.12%), best:    9770/10000 (97.70%), error:       904.86786, best error:       779.06274 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 178.1403656006s, input_fired_time: 2.4117097855, output_fired_time: 2.4724965096, propagate_forward_time: 70.0049285889, propagate_backward_time: 99.4179763794, weight_update_time: 0.2385646552, other_time: 3.8332443237
epoch time: 14.9081287384s, input_fired_time: 0.2991939187, output_fired_time: 0.0000000000, propagate_forward_time: 13.9235897064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6853446960
validation[          , genome  5240] predictions:    9772/  10000 (97.72%), best:    9772/10000 (97.72%), error:       762.71466, best error:       762.71466 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 177.4769592285s, input_fired_time: 2.4076800346, output_fired_time: 2.4728157520, propagate_forward_time: 69.6067581177, propagate_backward_time: 99.1524581909, weight_update_time: 0.2372103781, other_time: 3.8372497559
epoch time: 15.0421867371s, input_fired_time: 0.3042948544, output_fired_time: 0.0000000000, propagate_forward_time: 14.0496892929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6882028580
validation[          , genome  5240] predictions:    9765/  10000 (97.65%), best:    9765/10000 (97.65%), error:       753.53247, best error:       753.53247 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 175.3475189209s, input_fired_time: 2.3880085945, output_fired_time: 2.4322605133, propagate_forward_time: 69.0931091309, propagate_backward_time: 97.6279678345, weight_update_time: 0.2353327870, other_time: 3.8061599731
epoch time: 15.1266460419s, input_fired_time: 0.3053642213, output_fired_time: 0.0000000000, propagate_forward_time: 14.1385173798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6827640533
validation[          , genome  5240] predictions:    9748/  10000 (97.48%), best:    9765/10000 (97.65%), error:       784.62732, best error:       753.53247 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 177.8737335205s, input_fired_time: 2.4150958061, output_fired_time: 2.4813616276, propagate_forward_time: 69.8064270020, propagate_backward_time: 99.3630599976, weight_update_time: 0.2377790213, other_time: 3.8077774048
epoch time: 14.9499340057s, input_fired_time: 0.3049091697, output_fired_time: 0.0000000000, propagate_forward_time: 13.9621591568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6828660965
validation[          , genome  5240] predictions:    9767/  10000 (97.67%), best:    9765/10000 (97.65%), error:       774.68268, best error:       753.53247 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 175.5279846191s, input_fired_time: 2.4006946087, output_fired_time: 2.4493951797, propagate_forward_time: 69.1103591919, propagate_backward_time: 97.7638778687, weight_update_time: 0.2357520610, other_time: 3.8036499023
epoch time: 14.9918899536s, input_fired_time: 0.3032575250, output_fired_time: 0.0000000000, propagate_forward_time: 14.0099639893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6786680222
validation[          , genome  5240] predictions:    9741/  10000 (97.41%), best:    9765/10000 (97.65%), error:       859.51355, best error:       753.53247 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 176.4404602051s, input_fired_time: 2.4066038132, output_fired_time: 2.4498202801, propagate_forward_time: 69.4523315430, propagate_backward_time: 98.2981491089, weight_update_time: 0.2356675118, other_time: 3.8335647583
epoch time: 15.0280618668s, input_fired_time: 0.3078438044, output_fired_time: 0.0000000000, propagate_forward_time: 14.0224065781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6978111267
validation[          , genome  5240] predictions:    9749/  10000 (97.49%), best:    9765/10000 (97.65%), error:       771.03906, best error:       753.53247 on epoch:    57, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 177.1479492188s, input_fired_time: 2.4131093025, output_fired_time: 2.4531278610, propagate_forward_time: 69.6393051147, propagate_backward_time: 98.8110046387, weight_update_time: 0.2343079746, other_time: 3.8313980103
epoch time: 14.9225101471s, input_fired_time: 0.3010120988, output_fired_time: 0.0000000000, propagate_forward_time: 13.9200983047, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7013998032
validation[          , genome  5240] predictions:    9739/  10000 (97.39%), best:    9765/10000 (97.65%), error:       863.98590, best error:       753.53247 on epoch:    57, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 175.8051300049s, input_fired_time: 2.4083037376, output_fired_time: 2.4393725395, propagate_forward_time: 69.2504501343, propagate_backward_time: 97.8939361572, weight_update_time: 0.2352627665, other_time: 3.8130569458
epoch time: 15.0850391388s, input_fired_time: 0.3068554699, output_fired_time: 0.0000000000, propagate_forward_time: 14.0871629715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6910209656
validation[          , genome  5240] predictions:    9742/  10000 (97.42%), best:    9765/10000 (97.65%), error:       847.50488, best error:       753.53247 on epoch:    57, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 176.0358428955s, input_fired_time: 2.4071986675, output_fired_time: 2.4400789738, propagate_forward_time: 69.2854995728, propagate_backward_time: 98.0890350342, weight_update_time: 0.2358425707, other_time: 3.8140335083
epoch time: 15.1383838654s, input_fired_time: 0.3068382144, output_fired_time: 0.0000000000, propagate_forward_time: 14.1437721252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6877737045
validation[          , genome  5240] predictions:    9737/  10000 (97.37%), best:    9765/10000 (97.65%), error:       830.23358, best error:       753.53247 on epoch:    57, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 176.9304351807s, input_fired_time: 2.4275000095, output_fired_time: 2.4624063969, propagate_forward_time: 69.9026489258, propagate_backward_time: 98.3145675659, weight_update_time: 0.2399042547, other_time: 3.8233108521
epoch time: 15.1017198563s, input_fired_time: 0.3066401780, output_fired_time: 0.0000000000, propagate_forward_time: 14.1035213470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6915578842
validation[          , genome  5240] predictions:    9754/  10000 (97.54%), best:    9765/10000 (97.65%), error:       784.40857, best error:       753.53247 on epoch:    57, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 174.7473449707s, input_fired_time: 2.4087898731, output_fired_time: 2.4319651127, propagate_forward_time: 68.7962722778, propagate_backward_time: 97.3034286499, weight_update_time: 0.2353465408, other_time: 3.8069000244
epoch time: 14.2575254440s, input_fired_time: 0.2959859371, output_fired_time: 0.0000000000, propagate_forward_time: 13.2931833267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6683559418
validation[          , genome  5240] predictions:    9742/  10000 (97.42%), best:    9765/10000 (97.65%), error:       831.23004, best error:       753.53247 on epoch:    57, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 177.0283813477s, input_fired_time: 2.4158172607, output_fired_time: 2.4575941563, propagate_forward_time: 69.5406417847, propagate_backward_time: 98.8043670654, weight_update_time: 0.2369784713, other_time: 3.8099594116
epoch time: 15.0153169632s, input_fired_time: 0.3034899533, output_fired_time: 0.0000000000, propagate_forward_time: 14.0246782303, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6871490479
validation[          , genome  5240] predictions:    9709/  10000 (97.09%), best:    9765/10000 (97.65%), error:       903.77753, best error:       753.53247 on epoch:    57, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 176.0854187012s, input_fired_time: 2.4068763256, output_fired_time: 2.4435446262, propagate_forward_time: 69.3068008423, propagate_backward_time: 98.1108551025, weight_update_time: 0.2357805371, other_time: 3.8173446655
epoch time: 14.8238134384s, input_fired_time: 0.3052671552, output_fired_time: 0.0000000000, propagate_forward_time: 13.8271064758, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6914396286
validation[          , genome  5240] predictions:    9766/  10000 (97.66%), best:    9765/10000 (97.65%), error:       759.71887, best error:       753.53247 on epoch:    57, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 172.8459014893s, input_fired_time: 2.3639693260, output_fired_time: 2.4048330784, propagate_forward_time: 67.9851684570, propagate_backward_time: 96.3261108398, weight_update_time: 0.2331774235, other_time: 3.7658233643
epoch time: 14.6926946640s, input_fired_time: 0.3003514111, output_fired_time: 0.0000000000, propagate_forward_time: 13.7110061646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6813373566
validation[          , genome  5240] predictions:    9745/  10000 (97.45%), best:    9765/10000 (97.65%), error:       823.18115, best error:       753.53247 on epoch:    57, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 176.8809661865s, input_fired_time: 2.4218268394, output_fired_time: 2.4670612812, propagate_forward_time: 69.5844039917, propagate_backward_time: 98.5780792236, weight_update_time: 0.2379375696, other_time: 3.8295974731
epoch time: 14.8086233139s, input_fired_time: 0.3030883670, output_fired_time: 0.0000000000, propagate_forward_time: 13.8073053360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6982297897
validation[          , genome  5240] predictions:    9755/  10000 (97.55%), best:    9765/10000 (97.65%), error:       792.96802, best error:       753.53247 on epoch:    57, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 175.5499572754s, input_fired_time: 2.4001019001, output_fired_time: 2.4356834888, propagate_forward_time: 69.0530929565, propagate_backward_time: 97.8530273438, weight_update_time: 0.2355193049, other_time: 3.8080520630
epoch time: 14.8495378494s, input_fired_time: 0.3073220253, output_fired_time: 0.0000000000, propagate_forward_time: 13.8575391769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6846761703
validation[          , genome  5240] predictions:    9768/  10000 (97.68%), best:    9765/10000 (97.65%), error:       765.12506, best error:       753.53247 on epoch:    57, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 177.7047271729s, input_fired_time: 2.4297192097, output_fired_time: 2.4742588997, propagate_forward_time: 69.9789505005, propagate_backward_time: 98.9989547729, weight_update_time: 0.2390228808, other_time: 3.8228454590
epoch time: 14.8060979843s, input_fired_time: 0.3082257807, output_fired_time: 0.0000000000, propagate_forward_time: 13.7984113693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6994609833
validation[          , genome  5240] predictions:    9747/  10000 (97.47%), best:    9765/10000 (97.65%), error:       845.85632, best error:       753.53247 on epoch:    57, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 175.6815643311s, input_fired_time: 2.4111220837, output_fired_time: 2.4463295937, propagate_forward_time: 69.2431945801, propagate_backward_time: 97.7749328613, weight_update_time: 0.2360133678, other_time: 3.8059844971
epoch time: 15.0867366791s, input_fired_time: 0.3114881814, output_fired_time: 0.0000000000, propagate_forward_time: 14.0776414871, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6976070404
validation[          , genome  5240] predictions:    9698/  10000 (96.98%), best:    9765/10000 (97.65%), error:      1023.05054, best error:       753.53247 on epoch:    57, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 177.1336975098s, input_fired_time: 2.4263916016, output_fired_time: 2.4574487209, propagate_forward_time: 69.7143936157, propagate_backward_time: 98.7118301392, weight_update_time: 0.2378928214, other_time: 3.8236389160
epoch time: 15.2812824249s, input_fired_time: 0.3077467382, output_fired_time: 0.0000000000, propagate_forward_time: 14.2863063812, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6872291565
validation[          , genome  5240] predictions:    9725/  10000 (97.25%), best:    9765/10000 (97.65%), error:       823.13495, best error:       753.53247 on epoch:    57, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 175.3768005371s, input_fired_time: 2.4031887054, output_fired_time: 2.4246578217, propagate_forward_time: 68.7786636353, propagate_backward_time: 97.9626541138, weight_update_time: 0.2347041517, other_time: 3.8076477051
epoch time: 14.4352226257s, input_fired_time: 0.2983370125, output_fired_time: 0.0000000000, propagate_forward_time: 13.4641675949, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6727180481
validation[          , genome  5240] predictions:    9774/  10000 (97.74%), best:    9765/10000 (97.65%), error:       759.13477, best error:       753.53247 on epoch:    57, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 176.6609497070s, input_fired_time: 2.4210627079, output_fired_time: 2.4577355385, propagate_forward_time: 69.6849517822, propagate_backward_time: 98.2883148193, weight_update_time: 0.2345700413, other_time: 3.8088836670
epoch time: 14.8935098648s, input_fired_time: 0.3067250848, output_fired_time: 0.0000000000, propagate_forward_time: 13.9055557251, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6812286377
validation[          , genome  5240] predictions:    9727/  10000 (97.27%), best:    9765/10000 (97.65%), error:       879.24707, best error:       753.53247 on epoch:    57, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 177.0414123535s, input_fired_time: 2.4131577015, output_fired_time: 2.4613842964, propagate_forward_time: 69.6922760010, propagate_backward_time: 98.6640090942, weight_update_time: 0.2380308360, other_time: 3.8105850220
epoch time: 15.0188636780s, input_fired_time: 0.3069564998, output_fired_time: 0.0000000000, propagate_forward_time: 14.0161180496, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6957893372
validation[          , genome  5240] predictions:    9751/  10000 (97.51%), best:    9765/10000 (97.65%), error:       779.77527, best error:       753.53247 on epoch:    57, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 176.0341491699s, input_fired_time: 2.4113631248, output_fired_time: 2.4398677349, propagate_forward_time: 69.2787094116, propagate_backward_time: 98.0944976807, weight_update_time: 0.2346346974, other_time: 3.8097152710
epoch time: 15.1618032455s, input_fired_time: 0.3094241321, output_fired_time: 0.0000000000, propagate_forward_time: 14.1625766754, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6898021698
validation[          , genome  5240] predictions:    9636/  10000 (96.36%), best:    9765/10000 (97.65%), error:      1248.92346, best error:       753.53247 on epoch:    57, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 177.0061492920s, input_fired_time: 2.4215438366, output_fired_time: 2.4631838799, propagate_forward_time: 69.6534957886, propagate_backward_time: 98.6620178223, weight_update_time: 0.2332585752, other_time: 3.8059158325
epoch time: 15.0640535355s, input_fired_time: 0.3054825962, output_fired_time: 0.0000000000, propagate_forward_time: 14.0805397034, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6780309677
validation[          , genome  5240] predictions:    9764/  10000 (97.64%), best:    9765/10000 (97.65%), error:       775.43402, best error:       753.53247 on epoch:    57, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 175.5919036865s, input_fired_time: 2.4039592743, output_fired_time: 2.4490878582, propagate_forward_time: 68.9049224854, propagate_backward_time: 98.0657119751, weight_update_time: 0.2364389747, other_time: 3.7682266235
epoch time: 15.1548938751s, input_fired_time: 0.3105207980, output_fired_time: 0.0000000000, propagate_forward_time: 14.1512851715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6930875778
validation[          , genome  5240] predictions:    9732/  10000 (97.32%), best:    9765/10000 (97.65%), error:       859.14545, best error:       753.53247 on epoch:    57, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 176.6399383545s, input_fired_time: 2.4240045547, output_fired_time: 2.4451069832, propagate_forward_time: 69.5978240967, propagate_backward_time: 98.3545379639, weight_update_time: 0.2338605225, other_time: 3.8184509277
epoch time: 14.8078241348s, input_fired_time: 0.3063521087, output_fired_time: 0.0000000000, propagate_forward_time: 13.8034191132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6980533600
validation[          , genome  5240] predictions:    9732/  10000 (97.32%), best:    9765/10000 (97.65%), error:       842.37390, best error:       753.53247 on epoch:    57, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 175.3059539795s, input_fired_time: 2.4160618782, output_fired_time: 2.4431014061, propagate_forward_time: 68.8367691040, propagate_backward_time: 97.7881774902, weight_update_time: 0.2350045741, other_time: 3.8218460083
epoch time: 14.9830207825s, input_fired_time: 0.3094019890, output_fired_time: 0.0000000000, propagate_forward_time: 13.9770479202, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6965703964
validation[          , genome  5240] predictions:    9757/  10000 (97.57%), best:    9765/10000 (97.65%), error:       800.53833, best error:       753.53247 on epoch:    57, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 176.6956481934s, input_fired_time: 2.4355781078, output_fired_time: 2.4641792774, propagate_forward_time: 69.5105819702, propagate_backward_time: 98.4499206543, weight_update_time: 0.2381524891, other_time: 3.8353958130
epoch time: 15.0797090530s, input_fired_time: 0.3107873499, output_fired_time: 0.0000000000, propagate_forward_time: 14.0784921646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6904296875
validation[          , genome  5240] predictions:    9780/  10000 (97.80%), best:    9780/10000 (97.80%), error:       739.64014, best error:       739.64014 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 176.2496185303s, input_fired_time: 2.4294426441, output_fired_time: 2.4473185539, propagate_forward_time: 69.5585784912, propagate_backward_time: 97.9993820190, weight_update_time: 0.2376208007, other_time: 3.8149032593
epoch time: 14.5937557220s, input_fired_time: 0.3060417473, output_fired_time: 0.0000000000, propagate_forward_time: 13.6055507660, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6821632385
validation[          , genome  5240] predictions:    9752/  10000 (97.52%), best:    9780/10000 (97.80%), error:       772.66895, best error:       739.64014 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 176.9170074463s, input_fired_time: 2.4254059792, output_fired_time: 2.4622056484, propagate_forward_time: 69.5477294922, propagate_backward_time: 98.6616668701, weight_update_time: 0.2388555259, other_time: 3.8200073242
epoch time: 14.6095304489s, input_fired_time: 0.3027558923, output_fired_time: 0.0000000000, propagate_forward_time: 13.6269941330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6797800064
validation[          , genome  5240] predictions:    9732/  10000 (97.32%), best:    9780/10000 (97.80%), error:       855.64508, best error:       739.64014 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 176.1853027344s, input_fired_time: 2.4270851612, output_fired_time: 2.4544050694, propagate_forward_time: 69.5781097412, propagate_backward_time: 97.9279251099, weight_update_time: 0.2348347902, other_time: 3.7977828979
epoch time: 14.7571258545s, input_fired_time: 0.3026881516, output_fired_time: 0.0000000000, propagate_forward_time: 13.7654104233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6890268326
validation[          , genome  5240] predictions:    9671/  10000 (96.71%), best:    9780/10000 (97.80%), error:      1068.74463, best error:       739.64014 on epoch:    83, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 177.1059265137s, input_fired_time: 2.4146535397, output_fired_time: 2.4745070934, propagate_forward_time: 69.6309127808, propagate_backward_time: 98.7749328613, weight_update_time: 0.2368734777, other_time: 3.8109207153
epoch time: 14.8917646408s, input_fired_time: 0.3033524454, output_fired_time: 0.0000000000, propagate_forward_time: 13.9097156525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6786966324
validation[          , genome  5240] predictions:    9748/  10000 (97.48%), best:    9780/10000 (97.80%), error:       748.96228, best error:       739.64014 on epoch:    83, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 177.8778381348s, input_fired_time: 2.4424986839, output_fired_time: 2.4639286995, propagate_forward_time: 70.1782455444, propagate_backward_time: 98.9735260010, weight_update_time: 0.2373761237, other_time: 3.8196334839
epoch time: 14.8300113678s, input_fired_time: 0.3060269952, output_fired_time: 0.0000000000, propagate_forward_time: 13.8333234787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6906604767
validation[          , genome  5240] predictions:    9733/  10000 (97.33%), best:    9780/10000 (97.80%), error:       854.38715, best error:       739.64014 on epoch:    83, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 177.0546417236s, input_fired_time: 2.4217917919, output_fired_time: 2.4511868954, propagate_forward_time: 69.6766662598, propagate_backward_time: 98.6986007690, weight_update_time: 0.2360156626, other_time: 3.8063888550
epoch time: 14.9516363144s, input_fired_time: 0.3085280955, output_fired_time: 0.0000000000, propagate_forward_time: 13.9437131882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6993951797
validation[          , genome  5240] predictions:    9751/  10000 (97.51%), best:    9780/10000 (97.80%), error:       809.39868, best error:       739.64014 on epoch:    83, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 177.4766235352s, input_fired_time: 2.4332449436, output_fired_time: 2.4551239014, propagate_forward_time: 69.7575759888, propagate_backward_time: 99.0054626465, weight_update_time: 0.2404879332, other_time: 3.8252182007
epoch time: 15.1453666687s, input_fired_time: 0.3083877861, output_fired_time: 0.0000000000, propagate_forward_time: 14.1470527649, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6899261475
validation[          , genome  5240] predictions:    9754/  10000 (97.54%), best:    9780/10000 (97.80%), error:       766.13947, best error:       739.64014 on epoch:    83, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 175.4553222656s, input_fired_time: 2.4218740463, output_fired_time: 2.4393231869, propagate_forward_time: 68.8787231445, propagate_backward_time: 97.9125518799, weight_update_time: 0.2350037694, other_time: 3.8028564453
epoch time: 15.0806541443s, input_fired_time: 0.3095021546, output_fired_time: 0.0000000000, propagate_forward_time: 14.0937814713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6773700714
validation[          , genome  5240] predictions:    9633/  10000 (96.33%), best:    9780/10000 (97.80%), error:      1188.97961, best error:       739.64014 on epoch:    83, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 176.8495178223s, input_fired_time: 2.4353451729, output_fired_time: 2.4566879272, propagate_forward_time: 69.8581848145, propagate_backward_time: 98.3018188477, weight_update_time: 0.2367933542, other_time: 3.7974853516
epoch time: 14.7393941879s, input_fired_time: 0.3018753529, output_fired_time: 0.0000000000, propagate_forward_time: 13.7585620880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6789569855
validation[          , genome  5240] predictions:    9760/  10000 (97.60%), best:    9780/10000 (97.80%), error:       800.72021, best error:       739.64014 on epoch:    83, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 176.6408081055s, input_fired_time: 2.4265770912, output_fired_time: 2.4610917568, propagate_forward_time: 69.5425796509, propagate_backward_time: 98.4124679565, weight_update_time: 0.2359649390, other_time: 3.7980957031
epoch time: 14.8464469910s, input_fired_time: 0.3079137206, output_fired_time: 0.0000000000, propagate_forward_time: 13.8545494080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6839838028
validation[          , genome  5240] predictions:    9756/  10000 (97.56%), best:    9780/10000 (97.80%), error:       781.35205, best error:       739.64014 on epoch:    83, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 175.0410156250s, input_fired_time: 2.4139683247, output_fired_time: 2.4229459763, propagate_forward_time: 68.6957702637, propagate_backward_time: 97.7183303833, weight_update_time: 0.2341930568, other_time: 3.7900009155
epoch time: 14.8151350021s, input_fired_time: 0.3052889109, output_fired_time: 0.0000000000, propagate_forward_time: 13.8150119781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6948337555
validation[          , genome  5240] predictions:    9745/  10000 (97.45%), best:    9780/10000 (97.80%), error:       783.67450, best error:       739.64014 on epoch:    83, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 175.7330780029s, input_fired_time: 2.4250388145, output_fired_time: 2.4426758289, propagate_forward_time: 68.9467315674, propagate_backward_time: 98.1403350830, weight_update_time: 0.2329016179, other_time: 3.7783050537
epoch time: 15.0516319275s, input_fired_time: 0.3122768104, output_fired_time: 0.0000000000, propagate_forward_time: 14.0517559052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6875991821
validation[          , genome  5240] predictions:    9777/  10000 (97.77%), best:    9777/10000 (97.77%), error:       718.25073, best error:       718.25073 on epoch:    95, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 176.6355133057s, input_fired_time: 2.4288804531, output_fired_time: 2.4498770237, propagate_forward_time: 69.5791168213, propagate_backward_time: 98.3815155029, weight_update_time: 0.2354248464, other_time: 3.7961273193
epoch time: 14.2123460770s, input_fired_time: 0.2988921106, output_fired_time: 0.0000000000, propagate_forward_time: 13.2505168915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6629371643
validation[          , genome  5240] predictions:    9768/  10000 (97.68%), best:    9777/10000 (97.77%), error:       739.07074, best error:       718.25073 on epoch:    95, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 176.2429199219s, input_fired_time: 2.4423527718, output_fired_time: 2.4542136192, propagate_forward_time: 69.8516082764, propagate_backward_time: 97.6825103760, weight_update_time: 0.2343128026, other_time: 3.8122406006
epoch time: 15.1026258469s, input_fired_time: 0.3088152707, output_fired_time: 0.0000000000, propagate_forward_time: 14.1031436920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6906671524
validation[          , genome  5240] predictions:    9752/  10000 (97.52%), best:    9777/10000 (97.77%), error:       770.93567, best error:       718.25073 on epoch:    95, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 176.6109466553s, input_fired_time: 2.4316394329, output_fired_time: 2.4477529526, propagate_forward_time: 69.4402694702, propagate_backward_time: 98.4739532471, weight_update_time: 0.2367038429, other_time: 3.8173294067
epoch time: 14.7623920441s, input_fired_time: 0.3068734407, output_fired_time: 0.0000000000, propagate_forward_time: 13.7821979523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6733207703
validation[          , genome  5240] predictions:    9775/  10000 (97.75%), best:    9775/10000 (97.75%), error:       712.89868, best error:       712.89868 on epoch:    98, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 176.0498962402s, input_fired_time: 2.4272491932, output_fired_time: 2.4413759708, propagate_forward_time: 69.2396240234, propagate_backward_time: 98.1350021362, weight_update_time: 0.2354881316, other_time: 3.8066482544
epoch time: 15.0483741760s, input_fired_time: 0.3101333380, output_fired_time: 0.0000000000, propagate_forward_time: 14.0531558990, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6850852966
validation[          , genome  5240] predictions:    9753/  10000 (97.53%), best:    9775/10000 (97.75%), error:       791.21069, best error:       712.89868 on epoch:    98, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 176.5316619873s, input_fired_time: 2.4332585335, output_fired_time: 2.4648423195, propagate_forward_time: 69.3893966675, propagate_backward_time: 98.4209365845, weight_update_time: 0.2340042442, other_time: 3.8232269287
epoch time: 14.9442768097s, input_fired_time: 0.3124132454, output_fired_time: 0.0000000000, propagate_forward_time: 13.9390439987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6928195953
validation[          , genome  5240] predictions:    9714/  10000 (97.14%), best:    9775/10000 (97.75%), error:       883.73865, best error:       712.89868 on epoch:    98, 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: 74.3995971680s, input_fired_time: 1.5368534327, output_fired_time: 0.0000000000, propagate_forward_time: 69.3621368408, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.5006103516
best training[          , genome  5240] predictions:   49799/  50000 (99.60%), best:    9775/10000 (97.75%), error:      1068.23206, best error:       712.89868 on epoch:    98, 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: 15.0589675903s, input_fired_time: 0.3079738617, output_fired_time: 0.0000000000, propagate_forward_time: 14.0640077591, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6869859695
   testing[          , genome  5240] predictions:    9797/  10000 (97.97%), best:    9775/10000 (97.75%), error:       624.42487, best error:       712.89868 on epoch:    98, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
17:50:21 (5808): called boinc_finish(0)

</stderr_txt>
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