Nameexact_genome_1512568488_45_6742_1
Workunit2604909
Created7 Dec 2017, 21:35:24 UTC
Sent7 Dec 2017, 21:40:43 UTC
Report deadline16 Dec 2017, 17:36:12 UTC
Received11 Dec 2017, 16:27:18 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID49238
Run time2 hours 16 min 58 sec
CPU time1 hours 47 min 26 sec
Validate stateValid
Credit2,207.55
Device peak FLOPS4.91 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size123.25 MB
Peak swap size2,522.43 MB
Peak disk usage1.27 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
 time: 127.6438980103s, input_fired_time: 0.7359589338, output_fired_time: 1.4022992849, propagate_forward_time: 40.1827239990, propagate_backward_time: 81.7001953125, weight_update_time: 0.0882296339, other_time: 3.6227188110
epoch time: 10.1737241745s, input_fired_time: 0.0883361474, output_fired_time: 0.0000000000, propagate_forward_time: 9.8015642166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2838239670
validation[          , genome  6742] predictions:    9694/  10000 (96.94%), best:    9739/10000 (97.39%), error:      1023.33795, best error:       912.88007 on epoch:     7, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 132.0784149170s, input_fired_time: 1.7407704592, output_fired_time: 0.3899715245, propagate_forward_time: 41.6116447449, propagate_backward_time: 85.7600173950, weight_update_time: 0.0878679380, other_time: 2.5760116577
epoch time: 7.3713312149s, input_fired_time: 0.0928481519, output_fired_time: 0.0000000000, propagate_forward_time: 5.9851512909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2933316231
validation[          , genome  6742] predictions:    9685/  10000 (96.85%), best:    9739/10000 (97.39%), error:       990.31311, best error:       912.88007 on epoch:     7, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 125.1352157593s, input_fired_time: 0.7469884753, output_fired_time: 0.3845285475, propagate_forward_time: 30.7060489655, propagate_backward_time: 90.7283096313, weight_update_time: 0.0852214098, other_time: 2.5693435669
epoch time: 9.3927402496s, input_fired_time: 0.0929498300, output_fired_time: 0.0000000000, propagate_forward_time: 9.0131292343, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2866611481
validation[          , genome  6742] predictions:    9741/  10000 (97.41%), best:    9739/10000 (97.39%), error:       954.14075, best error:       912.88007 on epoch:     7, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 119.7291870117s, input_fired_time: 0.7175022960, output_fired_time: 0.3977929652, propagate_forward_time: 36.8660163879, propagate_backward_time: 79.1526260376, weight_update_time: 0.0788616240, other_time: 2.5952529907
epoch time: 7.8369221687s, input_fired_time: 0.0802189112, output_fired_time: 0.0000000000, propagate_forward_time: 7.4972467422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2594566345
validation[          , genome  6742] predictions:    9713/  10000 (97.13%), best:    9739/10000 (97.39%), error:      1014.62885, best error:       912.88007 on epoch:     7, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 114.5781173706s, input_fired_time: 1.6610021591, output_fired_time: 0.3657081723, propagate_forward_time: 30.7168369293, propagate_backward_time: 79.4132537842, weight_update_time: 0.0738943890, other_time: 2.4213180542
epoch time: 6.7580423355s, input_fired_time: 0.0783532560, output_fired_time: 0.0000000000, propagate_forward_time: 6.4287085533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2509803772
validation[          , genome  6742] predictions:    9703/  10000 (97.03%), best:    9739/10000 (97.39%), error:       941.59833, best error:       912.88007 on epoch:     7, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 113.4774475098s, input_fired_time: 3.6609823704, output_fired_time: 0.3536445200, propagate_forward_time: 28.3515300751, propagate_backward_time: 79.7096939087, weight_update_time: 0.0726838857, other_time: 1.4015960693
epoch time: 8.8120088577s, input_fired_time: 0.0796240717, output_fired_time: 0.0000000000, propagate_forward_time: 8.4775562286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2548284531
validation[          , genome  6742] predictions:    9614/  10000 (96.14%), best:    9739/10000 (97.39%), error:      1234.89490, best error:       912.88007 on epoch:     7, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 120.7309341431s, input_fired_time: 0.6587780118, output_fired_time: 0.3565803170, propagate_forward_time: 35.4420890808, propagate_backward_time: 82.8517074585, weight_update_time: 0.0778310150, other_time: 1.4217758179
epoch time: 11.8703212738s, input_fired_time: 0.0805893987, output_fired_time: 0.0000000000, propagate_forward_time: 11.5317754745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2579565048
validation[          , genome  6742] predictions:    9661/  10000 (96.61%), best:    9739/10000 (97.39%), error:      1064.37805, best error:       912.88007 on epoch:     7, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 115.8423767090s, input_fired_time: 1.6748481989, output_fired_time: 1.3689078093, propagate_forward_time: 34.4637298584, propagate_backward_time: 73.8947296143, weight_update_time: 0.0730924010, other_time: 4.4401626587
epoch time: 9.8947162628s, input_fired_time: 1.0866135359, output_fired_time: 0.0000000000, propagate_forward_time: 7.5443806648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2637219429
validation[          , genome  6742] predictions:    9745/  10000 (97.45%), best:    9745/10000 (97.45%), error:       895.82709, best error:       895.82709 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 118.9604187012s, input_fired_time: 0.6588160992, output_fired_time: 1.3587063551, propagate_forward_time: 35.5254745483, propagate_backward_time: 76.9774017334, weight_update_time: 0.0729822367, other_time: 4.4400253296
epoch time: 5.7890429497s, input_fired_time: 0.0805365741, output_fired_time: 0.0000000000, propagate_forward_time: 5.4548664093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2536401749
validation[          , genome  6742] predictions:    9652/  10000 (96.52%), best:    9745/10000 (97.45%), error:      1058.94019, best error:       895.82709 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 114.4789962769s, input_fired_time: 0.6927398443, output_fired_time: 1.3861216307, propagate_forward_time: 32.2936935425, propagate_backward_time: 78.6515655518, weight_update_time: 0.0734121054, other_time: 1.4548721313
epoch time: 7.6248741150s, input_fired_time: 0.0864191279, output_fired_time: 0.0000000000, propagate_forward_time: 7.2173752785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3210797310
validation[          , genome  6742] predictions:    9734/  10000 (97.34%), best:    9745/10000 (97.45%), error:       919.55389, best error:       895.82709 on epoch:    21, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 132.7644500732s, input_fired_time: 1.7465209961, output_fired_time: 0.3950703442, propagate_forward_time: 43.5803184509, propagate_backward_time: 84.4739990234, weight_update_time: 0.0768080354, other_time: 2.5685424805
epoch time: 7.1316146851s, input_fired_time: 0.0890971497, output_fired_time: 0.0000000000, propagate_forward_time: 6.7607688904, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2817487717
validation[          , genome  6742] predictions:    9736/  10000 (97.36%), best:    9736/10000 (97.36%), error:       880.58862, best error:       880.58862 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 120.4892578125s, input_fired_time: 0.7235453725, output_fired_time: 0.4103691876, propagate_forward_time: 35.2134246826, propagate_backward_time: 79.5908279419, weight_update_time: 0.0774415806, other_time: 4.5510864258
epoch time: 11.2026309967s, input_fired_time: 0.0927553326, output_fired_time: 0.0000000000, propagate_forward_time: 10.8453950882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2644805908
validation[          , genome  6742] predictions:    9740/  10000 (97.40%), best:    9740/10000 (97.40%), error:       879.81744, best error:       879.81744 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 125.8280258179s, input_fired_time: 0.7354033589, output_fired_time: 0.3759914935, propagate_forward_time: 31.2475910187, propagate_backward_time: 84.9070281982, weight_update_time: 0.0765565485, other_time: 8.5620117188
epoch time: 7.3927040100s, input_fired_time: 1.0939652920, output_fired_time: 0.0000000000, propagate_forward_time: 6.0136966705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2850418091
validation[          , genome  6742] predictions:    9716/  10000 (97.16%), best:    9740/10000 (97.40%), error:       900.49176, best error:       879.81744 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 121.3855743408s, input_fired_time: 2.7148606777, output_fired_time: 0.4078258872, propagate_forward_time: 34.1333770752, propagate_backward_time: 79.5565643311, weight_update_time: 0.0775047839, other_time: 4.5729446411
epoch time: 10.5294494629s, input_fired_time: 0.0942378044, output_fired_time: 0.0000000000, propagate_forward_time: 10.1244125366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3107986450
validation[          , genome  6742] predictions:    9656/  10000 (96.56%), best:    9740/10000 (97.40%), error:      1052.22607, best error:       879.81744 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 129.5166931152s, input_fired_time: 0.7721661925, output_fired_time: 0.4057688117, propagate_forward_time: 49.1894950867, propagate_backward_time: 77.5981674194, weight_update_time: 0.0788699761, other_time: 1.5510940552
epoch time: 9.5362482071s, input_fired_time: 0.0896806642, output_fired_time: 0.0000000000, propagate_forward_time: 9.1442403793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3023271561
validation[          , genome  6742] predictions:    9699/  10000 (96.99%), best:    9740/10000 (97.40%), error:       953.14514, best error:       879.81744 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 139.6286010742s, input_fired_time: 2.7353444099, output_fired_time: 0.3997049928, propagate_forward_time: 39.4404373169, propagate_backward_time: 91.4618530273, weight_update_time: 2.0829894543, other_time: 5.5912551880
epoch time: 5.8531155586s, input_fired_time: 0.0821655616, output_fired_time: 0.0000000000, propagate_forward_time: 4.5113711357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2595787048
validation[          , genome  6742] predictions:    9708/  10000 (97.08%), best:    9740/10000 (97.40%), error:       934.58948, best error:       879.81744 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 122.4833297729s, input_fired_time: 1.7437866926, output_fired_time: 0.3776227236, propagate_forward_time: 34.8231315613, propagate_backward_time: 81.9951477051, weight_update_time: 0.0811269581, other_time: 3.5436401367
epoch time: 9.0034313202s, input_fired_time: 0.0826815739, output_fired_time: 0.0000000000, propagate_forward_time: 8.6289920807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2917575836
validation[          , genome  6742] predictions:    9699/  10000 (96.99%), best:    9740/10000 (97.40%), error:       942.67657, best error:       879.81744 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 127.2264633179s, input_fired_time: 0.6787038445, output_fired_time: 0.3854042292, propagate_forward_time: 33.1591949463, propagate_backward_time: 91.5382003784, weight_update_time: 0.0775865316, other_time: 1.4649581909
epoch time: 7.8270792961s, input_fired_time: 0.0819626749, output_fired_time: 0.0000000000, propagate_forward_time: 7.4881420135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2569746971
validation[          , genome  6742] predictions:    9702/  10000 (97.02%), best:    9740/10000 (97.40%), error:       957.22919, best error:       879.81744 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 129.8641967773s, input_fired_time: 0.6953888535, output_fired_time: 0.3851285279, propagate_forward_time: 45.3915557861, propagate_backward_time: 79.8909149170, weight_update_time: 0.0739880204, other_time: 3.5012054443
epoch time: 6.8937358856s, input_fired_time: 0.0827741921, output_fired_time: 0.0000000000, propagate_forward_time: 6.5499768257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2609848976
validation[          , genome  6742] predictions:    9712/  10000 (97.12%), best:    9740/10000 (97.40%), error:       941.66974, best error:       879.81744 on epoch:    25, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 120.6985092163s, input_fired_time: 0.6654613614, output_fired_time: 0.3558486104, propagate_forward_time: 33.4284439087, propagate_backward_time: 82.8240509033, weight_update_time: 0.0733341724, other_time: 3.4247055054
epoch time: 7.8952565193s, input_fired_time: 0.0836753175, output_fired_time: 0.0000000000, propagate_forward_time: 7.5412893295, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2702918053
validation[          , genome  6742] predictions:    9744/  10000 (97.44%), best:    9744/10000 (97.44%), error:       862.18878, best error:       862.18878 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 125.2177124023s, input_fired_time: 0.6660068631, output_fired_time: 0.3646763861, propagate_forward_time: 35.5736236572, propagate_backward_time: 85.1762084961, weight_update_time: 0.0745831132, other_time: 3.4371948242
epoch time: 7.8436388969s, input_fired_time: 0.0838940665, output_fired_time: 0.0000000000, propagate_forward_time: 7.4980640411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2616806030
validation[          , genome  6742] predictions:    9722/  10000 (97.22%), best:    9744/10000 (97.44%), error:       942.66486, best error:       862.18878 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 129.0695648193s, input_fired_time: 0.7132428885, output_fired_time: 2.4080750942, propagate_forward_time: 40.0044670105, propagate_backward_time: 84.4129943848, weight_update_time: 0.0782070309, other_time: 1.5307922363
epoch time: 6.3758063316s, input_fired_time: 0.0906553715, output_fired_time: 0.0000000000, propagate_forward_time: 5.9856052399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2995457649
validation[          , genome  6742] predictions:    9750/  10000 (97.50%), best:    9744/10000 (97.44%), error:       864.73334, best error:       862.18878 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 126.8269729614s, input_fired_time: 1.7619479895, output_fired_time: 1.3915780783, propagate_forward_time: 33.5087661743, propagate_backward_time: 87.5785675049, weight_update_time: 0.0802598968, other_time: 2.5861129761
epoch time: 7.1712088585s, input_fired_time: 0.0909113437, output_fired_time: 0.0000000000, propagate_forward_time: 6.7917943001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2885031700
validation[          , genome  6742] predictions:    9728/  10000 (97.28%), best:    9744/10000 (97.44%), error:       902.20416, best error:       862.18878 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 128.3137054443s, input_fired_time: 1.7467281818, output_fired_time: 0.3970052898, propagate_forward_time: 38.8363151550, propagate_backward_time: 85.7535324097, weight_update_time: 0.0837064981, other_time: 1.5801315308
epoch time: 7.3052358627s, input_fired_time: 0.0920427591, output_fired_time: 0.0000000000, propagate_forward_time: 6.9261236191, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2870693207
validation[          , genome  6742] predictions:    9723/  10000 (97.23%), best:    9744/10000 (97.44%), error:       898.21527, best error:       862.18878 on epoch:    33, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 131.9525451660s, input_fired_time: 0.7638439536, output_fired_time: 0.4059977829, propagate_forward_time: 44.6044998169, propagate_backward_time: 84.5845642090, weight_update_time: 0.0783505887, other_time: 1.5936508179
epoch time: 7.2567372322s, input_fired_time: 0.0945992172, output_fired_time: 0.0000000000, propagate_forward_time: 6.8875937462, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2745442390
validation[          , genome  6742] predictions:    9685/  10000 (96.85%), best:    9744/10000 (97.44%), error:      1018.96582, best error:       862.18878 on epoch:    33, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 140.1908569336s, input_fired_time: 2.7885048389, output_fired_time: 0.4233666956, propagate_forward_time: 47.1967468262, propagate_backward_time: 86.0890655518, weight_update_time: 0.1055016965, other_time: 3.6931762695
epoch time: 9.7880516052s, input_fired_time: 0.1003330573, output_fired_time: 0.0000000000, propagate_forward_time: 9.3797149658, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3080034256
validation[          , genome  6742] predictions:    9724/  10000 (97.24%), best:    9744/10000 (97.44%), error:       963.22803, best error:       862.18878 on epoch:    33, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 124.0607147217s, input_fired_time: 0.7854753733, output_fired_time: 0.4211569130, propagate_forward_time: 31.7991008759, propagate_backward_time: 87.4603958130, weight_update_time: 0.0799721554, other_time: 3.5945816040
epoch time: 7.3242263794s, input_fired_time: 0.0976545513, output_fired_time: 0.0000000000, propagate_forward_time: 6.9323101044, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2942619324
validation[          , genome  6742] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       792.63214, best error:       792.63214 on epoch:    40, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 132.2895050049s, input_fired_time: 1.7942115068, output_fired_time: 0.4080191255, propagate_forward_time: 38.9436683655, propagate_backward_time: 88.5178070068, weight_update_time: 0.0827543512, other_time: 2.6258087158
epoch time: 7.4177350998s, input_fired_time: 0.0979326293, output_fired_time: 0.0000000000, propagate_forward_time: 6.0174770355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3023252487
validation[          , genome  6742] predictions:    9762/  10000 (97.62%), best:    9768/10000 (97.68%), error:       821.27441, best error:       792.63214 on epoch:    40, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 137.2572784424s, input_fired_time: 0.7641043663, output_fired_time: 0.4079875648, propagate_forward_time: 42.9598960876, propagate_backward_time: 91.5035858154, weight_update_time: 0.0827919692, other_time: 1.6217041016
epoch time: 8.2827148438s, input_fired_time: 0.0923532322, output_fired_time: 0.0000000000, propagate_forward_time: 7.8891205788, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3012413979
validation[          , genome  6742] predictions:    9745/  10000 (97.45%), best:    9768/10000 (97.68%), error:       817.34393, best error:       792.63214 on epoch:    40, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 124.4427642822s, input_fired_time: 2.7202117443, output_fired_time: 1.3926087618, propagate_forward_time: 33.9328956604, propagate_backward_time: 84.8705749512, weight_update_time: 0.0787956268, other_time: 1.5264739990
epoch time: 10.3735685349s, input_fired_time: 0.0942086056, output_fired_time: 0.0000000000, propagate_forward_time: 6.9591255188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 3.3202342987
validation[          , genome  6742] predictions:    9734/  10000 (97.34%), best:    9768/10000 (97.68%), error:       887.80548, best error:       792.63214 on epoch:    40, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 124.3537521362s, input_fired_time: 2.7720811367, output_fired_time: 0.4039587080, propagate_forward_time: 38.9331016541, propagate_backward_time: 76.6374893188, weight_update_time: 0.0833505690, other_time: 5.6071243286
epoch time: 11.5503911972s, input_fired_time: 0.0988562405, output_fired_time: 0.0000000000, propagate_forward_time: 11.1461725235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3053627014
validation[          , genome  6742] predictions:    9768/  10000 (97.68%), best:    9768/10000 (97.68%), error:       822.54504, best error:       792.63214 on epoch:    40, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 127.8902893066s, input_fired_time: 0.7222440839, output_fired_time: 1.3857816458, propagate_forward_time: 31.8494129181, propagate_backward_time: 92.3928756714, weight_update_time: 0.0837445334, other_time: 1.5399780273
epoch time: 6.8815660477s, input_fired_time: 0.0839899555, output_fired_time: 0.0000000000, propagate_forward_time: 6.5331864357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2643895149
validation[          , genome  6742] predictions:    9750/  10000 (97.50%), best:    9768/10000 (97.68%), error:       825.27844, best error:       792.63214 on epoch:    40, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 111.9173202515s, input_fired_time: 0.6717411280, output_fired_time: 0.3644613624, propagate_forward_time: 31.4993133545, propagate_backward_time: 76.9538879395, weight_update_time: 0.0733988583, other_time: 2.4279174805
epoch time: 5.9165244102s, input_fired_time: 0.0905483663, output_fired_time: 0.0000000000, propagate_forward_time: 5.5599846840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2659912109
validation[          , genome  6742] predictions:    9742/  10000 (97.42%), best:    9768/10000 (97.68%), error:       848.57147, best error:       792.63214 on epoch:    40, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 125.1031723022s, input_fired_time: 2.6773424149, output_fired_time: 2.3675000668, propagate_forward_time: 33.5341949463, propagate_backward_time: 80.0703277588, weight_update_time: 0.0743022412, other_time: 6.4538040161
epoch time: 8.8570213318s, input_fired_time: 0.0833047628, output_fired_time: 0.0000000000, propagate_forward_time: 8.5140056610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2597112656
validation[          , genome  6742] predictions:    9775/  10000 (97.75%), best:    9775/10000 (97.75%), error:       792.20734, best error:       792.20734 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 116.7685775757s, input_fired_time: 1.7121284008, output_fired_time: 1.3725317717, propagate_forward_time: 40.7818908691, propagate_backward_time: 71.4519195557, weight_update_time: 0.0769824311, other_time: 1.4501113892
epoch time: 5.8870420456s, input_fired_time: 0.0854212567, output_fired_time: 0.0000000000, propagate_forward_time: 4.5223612785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2792596817
validation[          , genome  6742] predictions:    9758/  10000 (97.58%), best:    9775/10000 (97.75%), error:       855.32104, best error:       792.20734 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 119.2869873047s, input_fired_time: 1.6812317371, output_fired_time: 0.4135689735, propagate_forward_time: 41.6132736206, propagate_backward_time: 72.1239242554, weight_update_time: 0.0737625510, other_time: 3.4549942017
epoch time: 5.8631868362s, input_fired_time: 0.0839926675, output_fired_time: 0.0000000000, propagate_forward_time: 5.5186939240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2605004311
validation[          , genome  6742] predictions:    9765/  10000 (97.65%), best:    9765/10000 (97.65%), error:       791.05493, best error:       791.05493 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 142.5987854004s, input_fired_time: 2.7286555767, output_fired_time: 0.3892607391, propagate_forward_time: 47.6174163818, propagate_backward_time: 88.3336791992, weight_update_time: 0.0813892856, other_time: 3.5297698975
epoch time: 10.3562917709s, input_fired_time: 0.0960737839, output_fired_time: 0.0000000000, propagate_forward_time: 9.9554824829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3047351837
validation[          , genome  6742] predictions:    9729/  10000 (97.29%), best:    9765/10000 (97.65%), error:       981.62054, best error:       791.05493 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 133.0148773193s, input_fired_time: 1.7714163065, output_fired_time: 0.3944170475, propagate_forward_time: 39.0890388489, propagate_backward_time: 88.1906814575, weight_update_time: 0.0833970085, other_time: 3.5693130493
epoch time: 7.1352624893s, input_fired_time: 0.0870647356, output_fired_time: 0.0000000000, propagate_forward_time: 6.7458047867, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3023929596
validation[          , genome  6742] predictions:    9766/  10000 (97.66%), best:    9765/10000 (97.65%), error:       822.71881, best error:       791.05493 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 116.0698394775s, input_fired_time: 1.7352029085, output_fired_time: 1.4084749222, propagate_forward_time: 40.3854789734, propagate_backward_time: 70.9941635132, weight_update_time: 0.0817829892, other_time: 1.5465164185
epoch time: 7.3057913780s, input_fired_time: 1.0940840244, output_fired_time: 0.0000000000, propagate_forward_time: 5.9215669632, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2901401520
validation[          , genome  6742] predictions:    9718/  10000 (97.18%), best:    9765/10000 (97.65%), error:       943.81519, best error:       791.05493 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 139.6772155762s, input_fired_time: 0.7192623019, output_fired_time: 0.3930405676, propagate_forward_time: 37.4959297180, propagate_backward_time: 97.4542160034, weight_update_time: 0.0843700618, other_time: 3.6147689819
epoch time: 7.1279730797s, input_fired_time: 0.0922366083, output_fired_time: 0.0000000000, propagate_forward_time: 6.7638049126, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2719316483
validation[          , genome  6742] predictions:    9696/  10000 (96.96%), best:    9765/10000 (97.65%), error:       961.32269, best error:       791.05493 on epoch:    49, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 131.0342864990s, input_fired_time: 2.7534248829, output_fired_time: 2.4144012928, propagate_forward_time: 38.6577720642, propagate_backward_time: 82.6420745850, weight_update_time: 0.0816799626, other_time: 4.5666198730
epoch time: 7.0850815773s, input_fired_time: 0.0890439227, output_fired_time: 0.0000000000, propagate_forward_time: 6.7156090736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2804284096
validation[          , genome  6742] predictions:    9727/  10000 (97.27%), best:    9765/10000 (97.65%), error:       870.27954, best error:       791.05493 on epoch:    49, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 122.2175674438s, input_fired_time: 2.7606763840, output_fired_time: 0.3986908197, propagate_forward_time: 31.9567031860, propagate_backward_time: 83.5417098999, weight_update_time: 0.0781569853, other_time: 3.5597915649
epoch time: 8.0456533432s, input_fired_time: 0.0878043324, output_fired_time: 0.0000000000, propagate_forward_time: 7.6886515617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2691974640
validation[          , genome  6742] predictions:    9727/  10000 (97.27%), best:    9765/10000 (97.65%), error:       918.45172, best error:       791.05493 on epoch:    49, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 145.0365295410s, input_fired_time: 0.7265123129, output_fired_time: 0.3859760165, propagate_forward_time: 43.6701278687, propagate_backward_time: 97.7310867310, weight_update_time: 0.0762314200, other_time: 2.5228271484
epoch time: 8.8766183853s, input_fired_time: 0.0852406844, output_fired_time: 0.0000000000, propagate_forward_time: 7.5225830078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2687950134
validation[          , genome  6742] predictions:    9740/  10000 (97.40%), best:    9765/10000 (97.65%), error:       837.63092, best error:       791.05493 on epoch:    49, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 118.1813049316s, input_fired_time: 2.6922848225, output_fired_time: 0.3597598672, propagate_forward_time: 31.5547790527, propagate_backward_time: 81.1401672363, weight_update_time: 0.0740811601, other_time: 2.4343185425
epoch time: 7.8736643791s, input_fired_time: 0.0846353769, output_fired_time: 0.0000000000, propagate_forward_time: 5.5153574944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2736716270
validation[          , genome  6742] predictions:    9756/  10000 (97.56%), best:    9765/10000 (97.65%), error:       806.64838, best error:       791.05493 on epoch:    49, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 122.3092117310s, input_fired_time: 0.6762292385, output_fired_time: 0.3606554270, propagate_forward_time: 32.5893936157, propagate_backward_time: 87.2442169189, weight_update_time: 0.0741286650, other_time: 1.4387130737
epoch time: 6.8820652962s, input_fired_time: 0.0901499912, output_fired_time: 0.0000000000, propagate_forward_time: 5.5244207382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2674946785
validation[          , genome  6742] predictions:    9776/  10000 (97.76%), best:    9776/10000 (97.76%), error:       782.23022, best error:       782.23022 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 113.2707672119s, input_fired_time: 0.6820940375, output_fired_time: 0.3602272272, propagate_forward_time: 36.6396865845, propagate_backward_time: 74.1510772705, weight_update_time: 0.0734373033, other_time: 1.4376831055
epoch time: 9.8941841125s, input_fired_time: 0.0852621943, output_fired_time: 0.0000000000, propagate_forward_time: 8.5415534973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2673683167
validation[          , genome  6742] predictions:    9751/  10000 (97.51%), best:    9776/10000 (97.76%), error:       852.01044, best error:       782.23022 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 122.6189270020s, input_fired_time: 0.6906965971, output_fired_time: 1.3882091045, propagate_forward_time: 43.9801330566, propagate_backward_time: 74.0561981201, weight_update_time: 0.0885154828, other_time: 2.5036926270
epoch time: 7.0713658333s, input_fired_time: 0.0876850858, output_fired_time: 0.0000000000, propagate_forward_time: 6.7116999626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2719807625
validation[          , genome  6742] predictions:    9739/  10000 (97.39%), best:    9776/10000 (97.76%), error:       911.28711, best error:       782.23022 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 124.1479797363s, input_fired_time: 0.7073510885, output_fired_time: 0.3775514066, propagate_forward_time: 38.3950500488, propagate_backward_time: 80.1021499634, weight_update_time: 0.0753461495, other_time: 4.5658798218
epoch time: 7.7939343452s, input_fired_time: 0.0833089575, output_fired_time: 0.0000000000, propagate_forward_time: 7.4546208382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2560043335
validation[          , genome  6742] predictions:    9709/  10000 (97.09%), best:    9776/10000 (97.76%), error:       952.88721, best error:       782.23022 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 122.7803421021s, input_fired_time: 0.7101087570, output_fired_time: 0.3710186481, propagate_forward_time: 41.3995933533, propagate_backward_time: 78.7788085938, weight_update_time: 0.0746882856, other_time: 1.5208129883
epoch time: 7.0432753563s, input_fired_time: 0.0865373537, output_fired_time: 0.0000000000, propagate_forward_time: 6.6909799576, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2657580376
validation[          , genome  6742] predictions:    9757/  10000 (97.57%), best:    9776/10000 (97.76%), error:       809.37946, best error:       782.23022 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 125.2114410400s, input_fired_time: 0.7405002117, output_fired_time: 1.4034042358, propagate_forward_time: 33.6540985107, propagate_backward_time: 83.8349761963, weight_update_time: 0.0751997009, other_time: 5.5784606934
epoch time: 7.8420696259s, input_fired_time: 0.0908629075, output_fired_time: 0.0000000000, propagate_forward_time: 7.4962596893, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2549471855
validation[          , genome  6742] predictions:    9787/  10000 (97.87%), best:    9787/10000 (97.87%), error:       779.80768, best error:       779.80768 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 126.0060043335s, input_fired_time: 0.7819617391, output_fired_time: 0.3909521997, propagate_forward_time: 36.3386840820, propagate_backward_time: 84.8784255981, weight_update_time: 0.0767411143, other_time: 3.6159820557
epoch time: 6.2114534378s, input_fired_time: 0.0970828161, output_fired_time: 0.0000000000, propagate_forward_time: 4.8144774437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2998933792
validation[          , genome  6742] predictions:    9679/  10000 (96.79%), best:    9787/10000 (97.87%), error:      1070.20752, best error:       779.80768 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 125.3968200684s, input_fired_time: 1.7155656815, output_fired_time: 0.3820225000, propagate_forward_time: 35.5090713501, propagate_backward_time: 84.2684173584, weight_update_time: 0.0816991180, other_time: 3.5217437744
epoch time: 8.1171531677s, input_fired_time: 0.0937329382, output_fired_time: 0.0000000000, propagate_forward_time: 7.7443504333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2790699005
validation[          , genome  6742] predictions:    9783/  10000 (97.83%), best:    9787/10000 (97.87%), error:       787.00378, best error:       779.80768 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 126.4300231934s, input_fired_time: 1.7110117674, output_fired_time: 0.3795427084, propagate_forward_time: 33.4732780457, propagate_backward_time: 88.3518829346, weight_update_time: 0.0759546980, other_time: 2.5143127441
epoch time: 5.8890843391s, input_fired_time: 0.0865990818, output_fired_time: 0.0000000000, propagate_forward_time: 5.5381102562, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2643752098
validation[          , genome  6742] predictions:    9736/  10000 (97.36%), best:    9787/10000 (97.87%), error:       845.09692, best error:       779.80768 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 126.9860992432s, input_fired_time: 2.7156052589, output_fired_time: 0.3753777146, propagate_forward_time: 43.4025154114, propagate_backward_time: 78.9807128906, weight_update_time: 0.0758441612, other_time: 1.5118865967
epoch time: 7.1819391251s, input_fired_time: 0.0902918205, output_fired_time: 0.0000000000, propagate_forward_time: 6.8097696304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2818775177
validation[          , genome  6742] predictions:    9770/  10000 (97.70%), best:    9787/10000 (97.87%), error:       780.50824, best error:       779.80768 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 124.4801101685s, input_fired_time: 1.7567676306, output_fired_time: 0.3921231627, propagate_forward_time: 33.1762847900, propagate_backward_time: 84.6159362793, weight_update_time: 1.0847848654, other_time: 4.5390014648
epoch time: 7.4115033150s, input_fired_time: 0.0997308344, output_fired_time: 0.0000000000, propagate_forward_time: 7.0213208199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2904515266
validation[          , genome  6742] predictions:    9732/  10000 (97.32%), best:    9787/10000 (97.87%), error:       850.79919, best error:       779.80768 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 122.7298278809s, input_fired_time: 1.7667990923, output_fired_time: 0.4140052497, propagate_forward_time: 32.8108062744, propagate_backward_time: 86.1195755005, weight_update_time: 0.0795531198, other_time: 1.6186447144
epoch time: 9.8219776154s, input_fired_time: 0.0841038451, output_fired_time: 0.0000000000, propagate_forward_time: 7.4727840424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2650899887
validation[          , genome  6742] predictions:    9761/  10000 (97.61%), best:    9787/10000 (97.87%), error:       825.46686, best error:       779.80768 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 124.8828277588s, input_fired_time: 1.7407782078, output_fired_time: 0.3816447854, propagate_forward_time: 36.2939453125, propagate_backward_time: 82.8900146484, weight_update_time: 0.0796389058, other_time: 3.5764465332
epoch time: 7.4832592010s, input_fired_time: 0.0989121422, output_fired_time: 0.0000000000, propagate_forward_time: 6.0602269173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3241200447
validation[          , genome  6742] predictions:    9775/  10000 (97.75%), best:    9775/10000 (97.75%), error:       768.31030, best error:       768.31030 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 133.9521331787s, input_fired_time: 1.7845137119, output_fired_time: 0.3914363980, propagate_forward_time: 44.4298057556, propagate_backward_time: 85.7626876831, weight_update_time: 0.0785402432, other_time: 1.5836868286
epoch time: 7.1788382530s, input_fired_time: 1.0948003531, output_fired_time: 0.0000000000, propagate_forward_time: 5.7962703705, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2877674103
validation[          , genome  6742] predictions:    9717/  10000 (97.17%), best:    9775/10000 (97.75%), error:       896.24988, best error:       768.31030 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 119.8115310669s, input_fired_time: 2.7598423958, output_fired_time: 0.4209613502, propagate_forward_time: 30.4927215576, propagate_backward_time: 81.5256500244, weight_update_time: 0.0906643271, other_time: 4.6123580933
epoch time: 8.1480865479s, input_fired_time: 0.0917560533, output_fired_time: 0.0000000000, propagate_forward_time: 7.7695431709, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2867875099
validation[          , genome  6742] predictions:    9759/  10000 (97.59%), best:    9775/10000 (97.75%), error:       838.40570, best error:       768.31030 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 122.6118774414s, input_fired_time: 0.7285509706, output_fired_time: 0.3897117972, propagate_forward_time: 33.8748855591, propagate_backward_time: 86.0279617310, weight_update_time: 0.0879561752, other_time: 1.5907669067
epoch time: 6.8848543167s, input_fired_time: 0.0873490721, output_fired_time: 0.0000000000, propagate_forward_time: 5.5326318741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2648735046
validation[          , genome  6742] predictions:    9757/  10000 (97.57%), best:    9775/10000 (97.75%), error:       857.81104, best error:       768.31030 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 119.7310409546s, input_fired_time: 0.7895770073, output_fired_time: 0.4235031903, propagate_forward_time: 33.9337730408, propagate_backward_time: 82.9188308716, weight_update_time: 0.0854454562, other_time: 1.6653671265
epoch time: 7.3506484032s, input_fired_time: 0.1087054759, output_fired_time: 0.0000000000, propagate_forward_time: 6.9196443558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3222985268
validation[          , genome  6742] predictions:    9777/  10000 (97.77%), best:    9775/10000 (97.75%), error:       788.51837, best error:       768.31030 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 120.4164886475s, input_fired_time: 0.7759355307, output_fired_time: 0.4026525319, propagate_forward_time: 34.7341346741, propagate_backward_time: 82.8969802856, weight_update_time: 0.0871348456, other_time: 1.6067886353
epoch time: 6.9002909660s, input_fired_time: 0.0860134810, output_fired_time: 0.0000000000, propagate_forward_time: 6.5502576828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2640199661
validation[          , genome  6742] predictions:    9690/  10000 (96.90%), best:    9775/10000 (97.75%), error:       988.39777, best error:       768.31030 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 137.0009155273s, input_fired_time: 0.7901037335, output_fired_time: 0.4218324423, propagate_forward_time: 36.3450813293, propagate_backward_time: 97.7830505371, weight_update_time: 0.0846368894, other_time: 1.6608581543
epoch time: 10.7675828934s, input_fired_time: 0.1072005033, output_fired_time: 0.0000000000, propagate_forward_time: 10.3378677368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3225145340
validation[          , genome  6742] predictions:    9769/  10000 (97.69%), best:    9775/10000 (97.75%), error:       819.86670, best error:       768.31030 on epoch:    70, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 134.7480621338s, input_fired_time: 2.8462986946, output_fired_time: 0.4179523289, propagate_forward_time: 34.2651786804, propagate_backward_time: 92.5281982422, weight_update_time: 0.0834874660, other_time: 4.6904296875
epoch time: 7.2768707275s, input_fired_time: 0.0934055522, output_fired_time: 0.0000000000, propagate_forward_time: 6.8979291916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2855358124
validation[          , genome  6742] predictions:    9725/  10000 (97.25%), best:    9775/10000 (97.75%), error:       897.17188, best error:       768.31030 on epoch:    70, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 136.6340332031s, input_fired_time: 0.8000741601, output_fired_time: 0.4042519927, propagate_forward_time: 34.6119689941, propagate_backward_time: 96.1822814941, weight_update_time: 1.0790772438, other_time: 4.6354522705
epoch time: 7.7754192352s, input_fired_time: 0.1019984260, output_fired_time: 0.0000000000, propagate_forward_time: 7.3428215981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3305993080
validation[          , genome  6742] predictions:    9761/  10000 (97.61%), best:    9775/10000 (97.75%), error:       807.84344, best error:       768.31030 on epoch:    70, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 129.0815734863s, input_fired_time: 1.8277044296, output_fired_time: 0.4252444208, propagate_forward_time: 41.0857849121, propagate_backward_time: 81.9971160889, weight_update_time: 0.1005303636, other_time: 3.7457199097
epoch time: 9.6406002045s, input_fired_time: 0.1043183506, output_fired_time: 0.0000000000, propagate_forward_time: 9.2327451706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3035364151
validation[          , genome  6742] predictions:    9706/  10000 (97.06%), best:    9775/10000 (97.75%), error:       956.06348, best error:       768.31030 on epoch:    70, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 135.5625915527s, input_fired_time: 2.8608808517, output_fired_time: 0.4284419119, propagate_forward_time: 38.6907234192, propagate_backward_time: 89.8257369995, weight_update_time: 0.0913539529, other_time: 3.7568130493
epoch time: 9.1181392670s, input_fired_time: 0.0888905302, output_fired_time: 0.0000000000, propagate_forward_time: 7.7576866150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2715625763
validation[          , genome  6742] predictions:    9742/  10000 (97.42%), best:    9775/10000 (97.75%), error:       870.52948, best error:       768.31030 on epoch:    70, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 130.1997985840s, input_fired_time: 1.7366852760, output_fired_time: 0.3946098685, propagate_forward_time: 36.4375801086, propagate_backward_time: 90.0684661865, weight_update_time: 0.0825566500, other_time: 1.5624694824
epoch time: 9.2855157852s, input_fired_time: 1.0933414698, output_fired_time: 0.0000000000, propagate_forward_time: 7.9082078934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2839660645
validation[          , genome  6742] predictions:    9771/  10000 (97.71%), best:    9775/10000 (97.75%), error:       821.90820, best error:       768.31030 on epoch:    70, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 142.7670898438s, input_fired_time: 0.8427626491, output_fired_time: 1.4493657351, propagate_forward_time: 40.7081947327, propagate_backward_time: 95.9924392700, weight_update_time: 0.1231679022, other_time: 3.7743301392
epoch time: 9.7892684937s, input_fired_time: 0.1039669886, output_fired_time: 0.0000000000, propagate_forward_time: 9.3292217255, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3560800552
validation[          , genome  6742] predictions:    9767/  10000 (97.67%), best:    9775/10000 (97.75%), error:       826.16431, best error:       768.31030 on epoch:    70, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 141.7816009521s, input_fired_time: 0.8410111070, output_fired_time: 0.4445888698, propagate_forward_time: 40.0951423645, propagate_backward_time: 97.5742111206, weight_update_time: 0.0915344283, other_time: 2.8266372681
epoch time: 7.6536307335s, input_fired_time: 0.1002518162, output_fired_time: 0.0000000000, propagate_forward_time: 7.2465162277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3068628311
validation[          , genome  6742] predictions:    9770/  10000 (97.70%), best:    9770/10000 (97.70%), error:       755.50403, best error:       755.50403 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 135.7184906006s, input_fired_time: 1.8472186327, output_fired_time: 0.4514757693, propagate_forward_time: 39.9796371460, propagate_backward_time: 88.6818084717, weight_update_time: 0.0961085260, other_time: 4.7583541870
epoch time: 9.3985052109s, input_fired_time: 0.0962397531, output_fired_time: 0.0000000000, propagate_forward_time: 7.9518761635, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3503890038
validation[          , genome  6742] predictions:    9777/  10000 (97.77%), best:    9770/10000 (97.70%), error:       791.41553, best error:       755.50403 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 133.7854309082s, input_fired_time: 0.8148823977, output_fired_time: 0.4258916378, propagate_forward_time: 39.1774826050, propagate_backward_time: 90.6761779785, weight_update_time: 0.0850606337, other_time: 2.6910018921
epoch time: 8.2924098969s, input_fired_time: 0.1000763997, output_fired_time: 0.0000000000, propagate_forward_time: 7.9025826454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2897505760
validation[          , genome  6742] predictions:    9718/  10000 (97.18%), best:    9770/10000 (97.70%), error:       960.40613, best error:       755.50403 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 129.6477508545s, input_fired_time: 1.8262730837, output_fired_time: 0.4201251566, propagate_forward_time: 37.3117599487, propagate_backward_time: 88.3929061890, weight_update_time: 0.0827065632, other_time: 1.6966857910
epoch time: 9.2623004913s, input_fired_time: 0.0954269022, output_fired_time: 0.0000000000, propagate_forward_time: 8.8801259995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2867479324
validation[          , genome  6742] predictions:    9761/  10000 (97.61%), best:    9770/10000 (97.70%), error:       801.86462, best error:       755.50403 on epoch:    83, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 123.1918869019s, input_fired_time: 2.7921683788, output_fired_time: 0.4085587859, propagate_forward_time: 35.5799140930, propagate_backward_time: 79.8030319214, weight_update_time: 0.0794551671, other_time: 4.6082077026
epoch time: 7.1310172081s, input_fired_time: 0.1004962549, output_fired_time: 0.0000000000, propagate_forward_time: 4.7390971184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2914237976
validation[          , genome  6742] predictions:    9765/  10000 (97.65%), best:    9770/10000 (97.70%), error:       804.87732, best error:       755.50403 on epoch:    83, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 125.4043884277s, input_fired_time: 0.7835926414, output_fired_time: 1.4117785692, propagate_forward_time: 31.9023265839, propagate_backward_time: 88.6867294312, weight_update_time: 0.0824264586, other_time: 2.6199569702
epoch time: 9.4605617523s, input_fired_time: 0.1023256183, output_fired_time: 0.0000000000, propagate_forward_time: 9.0417737961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3164625168
validation[          , genome  6742] predictions:    9767/  10000 (97.67%), best:    9770/10000 (97.70%), error:       802.26831, best error:       755.50403 on epoch:    83, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 127.2125854492s, input_fired_time: 1.7740119696, output_fired_time: 0.4086194932, propagate_forward_time: 37.2563438416, propagate_backward_time: 85.1648330688, weight_update_time: 0.0837011337, other_time: 2.6087722778
epoch time: 9.3758802414s, input_fired_time: 0.0966239199, output_fired_time: 0.0000000000, propagate_forward_time: 8.9888944626, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2903614044
validation[          , genome  6742] predictions:    9731/  10000 (97.31%), best:    9770/10000 (97.70%), error:       899.55231, best error:       755.50403 on epoch:    83, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 136.9174194336s, input_fired_time: 3.8218348026, output_fired_time: 0.4020954967, propagate_forward_time: 37.1511154175, propagate_backward_time: 92.8686218262, weight_update_time: 0.0791155472, other_time: 2.6737442017
epoch time: 7.4240179062s, input_fired_time: 0.1028052047, output_fired_time: 0.0000000000, propagate_forward_time: 6.0213117599, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2999010086
validation[          , genome  6742] predictions:    9736/  10000 (97.36%), best:    9770/10000 (97.70%), error:       870.02435, best error:       755.50403 on epoch:    83, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 135.9814147949s, input_fired_time: 1.8162348270, output_fired_time: 3.4064671993, propagate_forward_time: 42.5787963867, propagate_backward_time: 86.4968566895, weight_update_time: 0.0822020695, other_time: 1.6830596924
epoch time: 9.4210424423s, input_fired_time: 2.1215374470, output_fired_time: 0.0000000000, propagate_forward_time: 5.9983186722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3011865616
validation[          , genome  6742] predictions:    9705/  10000 (97.05%), best:    9770/10000 (97.70%), error:      1006.81744, best error:       755.50403 on epoch:    83, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 116.4040908813s, input_fired_time: 2.7688336372, output_fired_time: 1.3941769600, propagate_forward_time: 34.1220512390, propagate_backward_time: 76.5346832275, weight_update_time: 0.0774794146, other_time: 1.5843353271
epoch time: 5.8718156815s, input_fired_time: 0.0878434181, output_fired_time: 0.0000000000, propagate_forward_time: 4.5226845741, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2612876892
validation[          , genome  6742] predictions:    9754/  10000 (97.54%), best:    9770/10000 (97.70%), error:       815.65924, best error:       755.50403 on epoch:    83, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 121.5635986328s, input_fired_time: 0.7240363955, output_fired_time: 0.3715507388, propagate_forward_time: 34.3216590881, propagate_backward_time: 80.6472854614, weight_update_time: 0.0777938962, other_time: 5.4990615845
epoch time: 5.8831324577s, input_fired_time: 0.0871334746, output_fired_time: 0.0000000000, propagate_forward_time: 5.5362873077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2597117424
validation[          , genome  6742] predictions:    9742/  10000 (97.42%), best:    9770/10000 (97.70%), error:       879.35876, best error:       755.50403 on epoch:    83, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 121.3472976685s, input_fired_time: 2.8037667274, output_fired_time: 0.3997085094, propagate_forward_time: 32.7416458130, propagate_backward_time: 83.8157196045, weight_update_time: 0.0800610855, other_time: 1.5864562988
epoch time: 8.3205242157s, input_fired_time: 0.0968698338, output_fired_time: 0.0000000000, propagate_forward_time: 5.9322900772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2913646698
validation[          , genome  6742] predictions:    9726/  10000 (97.26%), best:    9770/10000 (97.70%), error:       927.41376, best error:       755.50403 on epoch:    83, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 134.8148193359s, input_fired_time: 2.7851824760, output_fired_time: 0.4128374755, propagate_forward_time: 37.5755615234, propagate_backward_time: 91.4407882690, weight_update_time: 0.0799817741, other_time: 2.6004409790
epoch time: 7.1345982552s, input_fired_time: 0.0931100771, output_fired_time: 0.0000000000, propagate_forward_time: 6.7512240410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2902641296
validation[          , genome  6742] predictions:    9747/  10000 (97.47%), best:    9770/10000 (97.70%), error:       854.47253, best error:       755.50403 on epoch:    83, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 131.9884796143s, input_fired_time: 0.7632948160, output_fired_time: 0.4187416732, propagate_forward_time: 35.5129203796, propagate_backward_time: 92.7033767700, weight_update_time: 0.0835224167, other_time: 2.5901412964
epoch time: 7.2056574821s, input_fired_time: 0.0975383222, output_fired_time: 0.0000000000, propagate_forward_time: 6.8249497414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2831692696
validation[          , genome  6742] predictions:    9737/  10000 (97.37%), best:    9770/10000 (97.70%), error:       871.64752, best error:       755.50403 on epoch:    83, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 128.0570526123s, input_fired_time: 0.7748938799, output_fired_time: 0.4096646309, propagate_forward_time: 33.2879257202, propagate_backward_time: 90.0242385864, weight_update_time: 1.0865544081, other_time: 3.5603256226
epoch time: 7.3472671509s, input_fired_time: 0.0994567424, output_fired_time: 0.0000000000, propagate_forward_time: 6.9628295898, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2849807739
validation[          , genome  6742] predictions:    9767/  10000 (97.67%), best:    9770/10000 (97.70%), error:       808.39429, best error:       755.50403 on epoch:    83, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 124.8236389160s, input_fired_time: 1.8351786137, output_fired_time: 0.4025472999, propagate_forward_time: 41.5504226685, propagate_backward_time: 79.4698181152, weight_update_time: 0.0818217993, other_time: 1.5656661987
epoch time: 9.2983894348s, input_fired_time: 0.1018318385, output_fired_time: 0.0000000000, propagate_forward_time: 6.9066729546, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2898850441
validation[          , genome  6742] predictions:    9765/  10000 (97.65%), best:    9770/10000 (97.70%), error:       796.61871, best error:       755.50403 on epoch:    83, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 122.6059799194s, input_fired_time: 0.7718058825, output_fired_time: 1.3903303146, propagate_forward_time: 34.1381492615, propagate_backward_time: 83.7408523560, weight_update_time: 0.0812874660, other_time: 2.5648422241
epoch time: 7.0882673264s, input_fired_time: 0.0920628905, output_fired_time: 0.0000000000, propagate_forward_time: 6.7215676308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2746367455
validation[          , genome  6742] predictions:    9755/  10000 (97.55%), best:    9770/10000 (97.70%), error:       830.28821, best error:       755.50403 on epoch:    83, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 124.9199142456s, input_fired_time: 0.7665575743, output_fired_time: 1.3958407640, propagate_forward_time: 35.4915962219, propagate_backward_time: 84.6493072510, weight_update_time: 0.0825052261, other_time: 2.6166076660
epoch time: 9.3630180359s, input_fired_time: 0.0989768654, output_fired_time: 0.0000000000, propagate_forward_time: 7.9585294724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.3055114746
validation[          , genome  6742] predictions:    9760/  10000 (97.60%), best:    9770/10000 (97.70%), error:       821.37628, best error:       755.50403 on epoch:    83, 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: 48.2707595825s, input_fired_time: 1.4781030416, output_fired_time: 0.0000000000, propagate_forward_time: 45.3061065674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4865493774
best training[          , genome  6742] predictions:   49676/  50000 (99.35%), best:    9770/10000 (97.70%), error:      1308.78064, best error:       755.50403 on epoch:    83, 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: 9.1661653519s, input_fired_time: 0.0894779786, output_fired_time: 0.0000000000, propagate_forward_time: 7.7909622192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2857255936
   testing[          , genome  6742] predictions:    9783/  10000 (97.83%), best:    9770/10000 (97.70%), error:       673.94366, best error:       755.50403 on epoch:    83, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
16:40:12 (2091): called boinc_finish(0)

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