Nameexact_genome_1512568488_42_5407_1
Workunit2598244
Created7 Dec 2017, 14:34:19 UTC
Sent7 Dec 2017, 14:40:10 UTC
Report deadline13 Dec 2017, 14:39:59 UTC
Received8 Dec 2017, 7:55:29 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID60060
Run time1 hours 43 min 36 sec
CPU time1 hours 38 min 4 sec
Validate stateValid
Credit1,499.97
Device peak FLOPS3.78 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.03 MB
Peak swap size152.66 MB
Peak disk usage2.18 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.1519168168, output_fired_time: 0.0000000000, propagate_forward_time: 8.8315954208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5605134964
validation[          , genome  5407] predictions:    9602/  10000 (96.02%), best:    9650/10000 (96.50%), error:      1303.03174, best error:      1134.08081 on epoch:     8, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 56.5565261841s, input_fired_time: 0.8440222144, output_fired_time: 0.7402842641, propagate_forward_time: 20.7579727173, propagate_backward_time: 32.2703056335, weight_update_time: 0.1119181961, other_time: 1.9439430237
epoch time: 4.4430150986s, input_fired_time: 0.1056762934, output_fired_time: 0.0000000000, propagate_forward_time: 3.9964599609, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3408789635
validation[          , genome  5407] predictions:    9683/  10000 (96.83%), best:    9683/10000 (96.83%), error:      1052.49072, best error:      1052.49072 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 58.4024085999s, input_fired_time: 0.8656848669, output_fired_time: 0.7604442835, propagate_forward_time: 21.2865314484, propagate_backward_time: 33.4881248474, weight_update_time: 0.1103023663, other_time: 2.0016212463
epoch time: 4.4033703804s, input_fired_time: 0.0968228281, output_fired_time: 0.0000000000, propagate_forward_time: 3.9718008041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3347468376
validation[          , genome  5407] predictions:    9539/  10000 (95.39%), best:    9683/10000 (96.83%), error:      1480.75757, best error:      1052.49072 on epoch:    15, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 58.6916961670s, input_fired_time: 0.8857060671, output_fired_time: 0.7359378934, propagate_forward_time: 21.3875484467, propagate_backward_time: 33.7062492371, weight_update_time: 0.1071760505, other_time: 1.9762535095
epoch time: 4.3638114929s, input_fired_time: 0.0955913067, output_fired_time: 0.0000000000, propagate_forward_time: 3.9329104424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3353095055
validation[          , genome  5407] predictions:    9660/  10000 (96.60%), best:    9683/10000 (96.83%), error:      1159.89441, best error:      1052.49072 on epoch:    15, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 62.9040145874s, input_fired_time: 0.9175281525, output_fired_time: 1.0056799650, propagate_forward_time: 22.8259239197, propagate_backward_time: 36.0119590759, weight_update_time: 0.1304701716, other_time: 2.1429252625
epoch time: 4.5133423805s, input_fired_time: 0.1006927639, output_fired_time: 0.0000000000, propagate_forward_time: 4.0583567619, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3542928696
validation[          , genome  5407] predictions:    9633/  10000 (96.33%), best:    9683/10000 (96.83%), error:      1217.46692, best error:      1052.49072 on epoch:    15, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 57.0515174866s, input_fired_time: 0.8694427609, output_fired_time: 0.7519043684, propagate_forward_time: 20.6511631012, propagate_backward_time: 32.8107604980, weight_update_time: 0.1118812039, other_time: 1.9682464600
epoch time: 4.5230441093s, input_fired_time: 0.1091878563, output_fired_time: 0.0000000000, propagate_forward_time: 4.0698323250, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3440237045
validation[          , genome  5407] predictions:    9662/  10000 (96.62%), best:    9683/10000 (96.83%), error:      1116.91064, best error:      1052.49072 on epoch:    15, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 57.4639625549s, input_fired_time: 0.8814397454, output_fired_time: 0.7541510463, propagate_forward_time: 20.9663257599, propagate_backward_time: 32.8414802551, weight_update_time: 0.1167999059, other_time: 2.0205650330
epoch time: 5.0651946068s, input_fired_time: 0.1105177775, output_fired_time: 0.0000000000, propagate_forward_time: 4.5536718369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4010047913
validation[          , genome  5407] predictions:    9699/  10000 (96.99%), best:    9699/10000 (96.99%), error:      1019.95911, best error:      1019.95911 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 60.5255699158s, input_fired_time: 0.9249016643, output_fired_time: 0.8054228425, propagate_forward_time: 22.0106029510, propagate_backward_time: 34.7152595520, weight_update_time: 0.1195538715, other_time: 2.0693855286
epoch time: 5.0597605705s, input_fired_time: 0.0999981239, output_fired_time: 0.0000000000, propagate_forward_time: 4.5789031982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3808593750
validation[          , genome  5407] predictions:    9639/  10000 (96.39%), best:    9699/10000 (96.99%), error:      1226.25342, best error:      1019.95911 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 60.8085250854s, input_fired_time: 0.8992198706, output_fired_time: 0.7439537644, propagate_forward_time: 21.6672821045, propagate_backward_time: 35.4143714905, weight_update_time: 0.1208244935, other_time: 2.0836982727
epoch time: 4.7629966736s, input_fired_time: 0.1032071710, output_fired_time: 0.0000000000, propagate_forward_time: 4.2859916687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3737978935
validation[          , genome  5407] predictions:    9647/  10000 (96.47%), best:    9699/10000 (96.99%), error:      1179.84851, best error:      1019.95911 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 56.7594337463s, input_fired_time: 0.8531927466, output_fired_time: 0.7542206049, propagate_forward_time: 20.6480693817, propagate_backward_time: 32.5495948792, weight_update_time: 0.1078239381, other_time: 1.9543571472
epoch time: 4.3274726868s, input_fired_time: 0.0961851999, output_fired_time: 0.0000000000, propagate_forward_time: 3.9030921459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3281953335
validation[          , genome  5407] predictions:    9693/  10000 (96.93%), best:    9693/10000 (96.93%), error:       987.79120, best error:       987.79120 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 53.2736892700s, input_fired_time: 0.8046309352, output_fired_time: 0.6854779720, propagate_forward_time: 19.4881649017, propagate_backward_time: 30.4819984436, weight_update_time: 0.1018226519, other_time: 1.8134193420
epoch time: 4.3220448494s, input_fired_time: 0.0947612971, output_fired_time: 0.0000000000, propagate_forward_time: 3.8979611397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3293223381
validation[          , genome  5407] predictions:    9653/  10000 (96.53%), best:    9693/10000 (96.93%), error:      1164.59412, best error:       987.79120 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 53.2693061829s, input_fired_time: 0.8046352267, output_fired_time: 0.6878416538, propagate_forward_time: 19.4711284637, propagate_backward_time: 30.4913558960, weight_update_time: 0.1014144793, other_time: 1.8143463135
epoch time: 4.4020795822s, input_fired_time: 0.0949105620, output_fired_time: 0.0000000000, propagate_forward_time: 3.9791307449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3280382156
validation[          , genome  5407] predictions:    9594/  10000 (95.94%), best:    9693/10000 (96.93%), error:      1311.31543, best error:       987.79120 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 53.5680122375s, input_fired_time: 0.8067555428, output_fired_time: 0.7009164691, propagate_forward_time: 19.5718822479, propagate_backward_time: 30.6734561920, weight_update_time: 0.1027467325, other_time: 1.8150005341
epoch time: 4.3241267204s, input_fired_time: 0.0959074199, output_fired_time: 0.0000000000, propagate_forward_time: 3.8973488808, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3308706284
validation[          , genome  5407] predictions:    9700/  10000 (97.00%), best:    9693/10000 (96.93%), error:      1028.44495, best error:       987.79120 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 53.6724662781s, input_fired_time: 0.8095429540, output_fired_time: 0.6842573285, propagate_forward_time: 19.8504390717, propagate_backward_time: 30.5176601410, weight_update_time: 0.1012790054, other_time: 1.8105640411
epoch time: 4.3152489662s, input_fired_time: 0.0956575051, output_fired_time: 0.0000000000, propagate_forward_time: 3.8912606239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3283309937
validation[          , genome  5407] predictions:    9677/  10000 (96.77%), best:    9693/10000 (96.93%), error:      1094.12268, best error:       987.79120 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 53.3602218628s, input_fired_time: 0.8114826679, output_fired_time: 0.6851949096, propagate_forward_time: 19.4751186371, propagate_backward_time: 30.5767421722, weight_update_time: 0.1016464978, other_time: 1.8116855621
epoch time: 4.3506193161s, input_fired_time: 0.0990433022, output_fired_time: 0.0000000000, propagate_forward_time: 3.9158649445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3357110023
validation[          , genome  5407] predictions:    9678/  10000 (96.78%), best:    9693/10000 (96.93%), error:      1035.21936, best error:       987.79120 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 53.2845649719s, input_fired_time: 0.8122612834, output_fired_time: 0.6901011467, propagate_forward_time: 19.4708347321, propagate_backward_time: 30.4811763763, weight_update_time: 0.1025022566, other_time: 1.8301944733
epoch time: 4.3685750961s, input_fired_time: 0.0978004858, output_fired_time: 0.0000000000, propagate_forward_time: 3.9397406578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3310341835
validation[          , genome  5407] predictions:    9718/  10000 (97.18%), best:    9718/10000 (97.18%), error:       951.02319, best error:       951.02319 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 54.5033988953s, input_fired_time: 0.8368219733, output_fired_time: 0.7055522799, propagate_forward_time: 19.8751773834, propagate_backward_time: 31.2094612122, weight_update_time: 0.1037289277, other_time: 1.8763847351
epoch time: 4.3424501419s, input_fired_time: 0.0954723731, output_fired_time: 0.0000000000, propagate_forward_time: 3.9130196571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3339581490
validation[          , genome  5407] predictions:    9704/  10000 (97.04%), best:    9718/10000 (97.18%), error:       993.40833, best error:       951.02319 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 53.8883895874s, input_fired_time: 0.8104649782, output_fired_time: 0.6940507889, propagate_forward_time: 19.6292552948, propagate_backward_time: 30.9240932465, weight_update_time: 0.1027712300, other_time: 1.8305225372
epoch time: 4.3253006935s, input_fired_time: 0.0977024883, output_fired_time: 0.0000000000, propagate_forward_time: 3.8968276978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3307704926
validation[          , genome  5407] predictions:    9726/  10000 (97.26%), best:    9726/10000 (97.26%), error:       935.33331, best error:       935.33331 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 54.3904685974s, input_fired_time: 0.8190171719, output_fired_time: 0.6953514218, propagate_forward_time: 20.2765693665, propagate_backward_time: 30.7487621307, weight_update_time: 0.1028513089, other_time: 1.8507709503
epoch time: 4.3456411362s, input_fired_time: 0.0978167355, output_fired_time: 0.0000000000, propagate_forward_time: 3.9142179489, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3336062431
validation[          , genome  5407] predictions:    9723/  10000 (97.23%), best:    9723/10000 (97.23%), error:       897.32806, best error:       897.32806 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 53.6913146973s, input_fired_time: 0.8172839880, output_fired_time: 0.6946932077, propagate_forward_time: 19.6043128967, propagate_backward_time: 30.7374229431, weight_update_time: 0.1030446663, other_time: 1.8376007080
epoch time: 4.3484568596s, input_fired_time: 0.0956803486, output_fired_time: 0.0000000000, propagate_forward_time: 3.9192516804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3335249424
validation[          , genome  5407] predictions:    9706/  10000 (97.06%), best:    9723/10000 (97.23%), error:       947.49860, best error:       897.32806 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 54.3401794434s, input_fired_time: 0.8274372816, output_fired_time: 0.7084451914, propagate_forward_time: 19.8340530396, propagate_backward_time: 31.1011009216, weight_update_time: 0.1058338881, other_time: 1.8691406250
epoch time: 4.3447823524s, input_fired_time: 0.0952320620, output_fired_time: 0.0000000000, propagate_forward_time: 3.9153976440, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3341526985
validation[          , genome  5407] predictions:    9689/  10000 (96.89%), best:    9723/10000 (97.23%), error:      1029.62622, best error:       897.32806 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 54.1345634460s, input_fired_time: 0.8266521692, output_fired_time: 0.7011357546, propagate_forward_time: 19.7867393494, propagate_backward_time: 30.9616260529, weight_update_time: 0.1062126383, other_time: 1.8584079742
epoch time: 4.3184623718s, input_fired_time: 0.0970161930, output_fired_time: 0.0000000000, propagate_forward_time: 3.8910226822, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3304233551
validation[          , genome  5407] predictions:    9686/  10000 (96.86%), best:    9723/10000 (97.23%), error:      1061.24707, best error:       897.32806 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 54.7504272461s, input_fired_time: 0.8411950469, output_fired_time: 0.7016648054, propagate_forward_time: 20.0076828003, propagate_backward_time: 31.3177108765, weight_update_time: 0.1078997329, other_time: 1.8821754456
epoch time: 4.3505487442s, input_fired_time: 0.0973449424, output_fired_time: 0.0000000000, propagate_forward_time: 3.9207150936, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3324887753
validation[          , genome  5407] predictions:    9717/  10000 (97.17%), best:    9723/10000 (97.23%), error:       966.73730, best error:       897.32806 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 53.8792190552s, input_fired_time: 0.8230054379, output_fired_time: 0.6944665909, propagate_forward_time: 19.6818485260, propagate_backward_time: 30.8362636566, weight_update_time: 0.1066233963, other_time: 1.8436374664
epoch time: 4.4814262390s, input_fired_time: 0.0975663960, output_fired_time: 0.0000000000, propagate_forward_time: 4.0363020897, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3475575447
validation[          , genome  5407] predictions:    9684/  10000 (96.84%), best:    9723/10000 (97.23%), error:      1062.06140, best error:       897.32806 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 54.2666778564s, input_fired_time: 0.8248604536, output_fired_time: 0.6952424049, propagate_forward_time: 19.8362407684, propagate_backward_time: 31.0529270172, weight_update_time: 0.1053121164, other_time: 1.8574047089
epoch time: 4.3402862549s, input_fired_time: 0.0973528549, output_fired_time: 0.0000000000, propagate_forward_time: 3.9135634899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3293697834
validation[          , genome  5407] predictions:    9732/  10000 (97.32%), best:    9723/10000 (97.23%), error:       901.95447, best error:       897.32806 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 53.2770347595s, input_fired_time: 0.8135076761, output_fired_time: 0.6867478490, propagate_forward_time: 19.4861946106, propagate_backward_time: 30.4796295166, weight_update_time: 0.1016203910, other_time: 1.8109550476
epoch time: 4.3366899490s, input_fired_time: 0.0975134224, output_fired_time: 0.0000000000, propagate_forward_time: 3.9034366608, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3357400894
validation[          , genome  5407] predictions:    9688/  10000 (96.88%), best:    9723/10000 (97.23%), error:      1074.01086, best error:       897.32806 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 53.4197540283s, input_fired_time: 0.8116481304, output_fired_time: 0.6850438714, propagate_forward_time: 19.5149230957, propagate_backward_time: 30.6000423431, weight_update_time: 0.1012538746, other_time: 1.8080959320
epoch time: 4.3055014610s, input_fired_time: 0.0961064398, output_fired_time: 0.0000000000, propagate_forward_time: 3.8815855980, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3278093338
validation[          , genome  5407] predictions:    9717/  10000 (97.17%), best:    9723/10000 (97.23%), error:       986.59216, best error:       897.32806 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 53.8470840454s, input_fired_time: 0.8124665618, output_fired_time: 0.6848531365, propagate_forward_time: 19.6883926392, propagate_backward_time: 30.8567333221, weight_update_time: 0.1012465730, other_time: 1.8046398163
epoch time: 4.3008499146s, input_fired_time: 0.0965212435, output_fired_time: 0.0000000000, propagate_forward_time: 3.8741056919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3302228451
validation[          , genome  5407] predictions:    9671/  10000 (96.71%), best:    9723/10000 (97.23%), error:      1039.88916, best error:       897.32806 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 53.8059577942s, input_fired_time: 0.8175112605, output_fired_time: 0.6963446736, propagate_forward_time: 19.4705429077, propagate_backward_time: 31.0103721619, weight_update_time: 0.1014170945, other_time: 1.8111839294
epoch time: 4.3154535294s, input_fired_time: 0.0968681574, output_fired_time: 0.0000000000, propagate_forward_time: 3.8913512230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3272342682
validation[          , genome  5407] predictions:    9724/  10000 (97.24%), best:    9723/10000 (97.23%), error:       918.65973, best error:       897.32806 on epoch:    32, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 53.3087272644s, input_fired_time: 0.8154981136, output_fired_time: 0.6848306060, propagate_forward_time: 19.4880046844, propagate_backward_time: 30.5090732574, weight_update_time: 0.1065575257, other_time: 1.8113231659
epoch time: 4.3353018761s, input_fired_time: 0.0990340710, output_fired_time: 0.0000000000, propagate_forward_time: 3.9046723843, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3315956593
validation[          , genome  5407] predictions:    9701/  10000 (97.01%), best:    9723/10000 (97.23%), error:      1016.82251, best error:       897.32806 on epoch:    32, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 53.4009399414s, input_fired_time: 0.8154342175, output_fired_time: 0.6850859523, propagate_forward_time: 19.5165710449, propagate_backward_time: 30.5685195923, weight_update_time: 0.1016716436, other_time: 1.8153305054
epoch time: 4.3388667107s, input_fired_time: 0.0967470109, output_fired_time: 0.0000000000, propagate_forward_time: 3.9104189873, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3317008018
validation[          , genome  5407] predictions:    9471/  10000 (94.71%), best:    9723/10000 (97.23%), error:      1727.77051, best error:       897.32806 on epoch:    32, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 53.2973785400s, input_fired_time: 0.8151312470, output_fired_time: 0.6851534247, propagate_forward_time: 19.4953212738, propagate_backward_time: 30.4914169312, weight_update_time: 0.1013495624, other_time: 1.8103561401
epoch time: 4.3133482933s, input_fired_time: 0.0975220725, output_fired_time: 0.0000000000, propagate_forward_time: 3.8847768307, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3310492039
validation[          , genome  5407] predictions:    9711/  10000 (97.11%), best:    9723/10000 (97.23%), error:      1006.70734, best error:       897.32806 on epoch:    32, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 53.5206489563s, input_fired_time: 0.8187094927, output_fired_time: 0.6857784986, propagate_forward_time: 19.5662727356, propagate_backward_time: 30.6328353882, weight_update_time: 0.1060563251, other_time: 1.8170509338
epoch time: 4.3329935074s, input_fired_time: 0.0973525271, output_fired_time: 0.0000000000, propagate_forward_time: 3.9074470997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3281939030
validation[          , genome  5407] predictions:    9647/  10000 (96.47%), best:    9723/10000 (97.23%), error:      1126.11084, best error:       897.32806 on epoch:    32, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 53.2643508911s, input_fired_time: 0.8150031567, output_fired_time: 0.6843279600, propagate_forward_time: 19.4646453857, propagate_backward_time: 30.4905090332, weight_update_time: 0.1014312878, other_time: 1.8098678589
epoch time: 4.3320374489s, input_fired_time: 0.0975849479, output_fired_time: 0.0000000000, propagate_forward_time: 3.9044802189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3299725056
validation[          , genome  5407] predictions:    9699/  10000 (96.99%), best:    9723/10000 (97.23%), error:       988.47473, best error:       897.32806 on epoch:    32, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 53.4553947449s, input_fired_time: 0.8171710372, output_fired_time: 0.6843991876, propagate_forward_time: 19.5235576630, propagate_backward_time: 30.5776214600, weight_update_time: 0.1016441435, other_time: 1.8526458740
epoch time: 4.3256335258s, input_fired_time: 0.0977574289, output_fired_time: 0.0000000000, propagate_forward_time: 3.8990240097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3288521767
validation[          , genome  5407] predictions:    9718/  10000 (97.18%), best:    9723/10000 (97.23%), error:      1003.53668, best error:       897.32806 on epoch:    32, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 53.2534446716s, input_fired_time: 0.8152337074, output_fired_time: 0.6861532927, propagate_forward_time: 19.4584407806, propagate_backward_time: 30.4857921600, weight_update_time: 0.1015958488, other_time: 1.8078250885
epoch time: 4.3339033127s, input_fired_time: 0.0944980681, output_fired_time: 0.0000000000, propagate_forward_time: 3.9071137905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3322913647
validation[          , genome  5407] predictions:    9658/  10000 (96.58%), best:    9723/10000 (97.23%), error:      1128.84546, best error:       897.32806 on epoch:    32, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 53.2512969971s, input_fired_time: 0.8153768182, output_fired_time: 0.6896007657, propagate_forward_time: 19.4826030731, propagate_backward_time: 30.4567050934, weight_update_time: 0.1011600941, other_time: 1.8070125580
epoch time: 4.3087983131s, input_fired_time: 0.0973038971, output_fired_time: 0.0000000000, propagate_forward_time: 3.8821637630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3293306828
validation[          , genome  5407] predictions:    9649/  10000 (96.49%), best:    9723/10000 (97.23%), error:      1118.68835, best error:       897.32806 on epoch:    32, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 53.2778968811s, input_fired_time: 0.8191204071, output_fired_time: 0.6865181327, propagate_forward_time: 19.4633865356, propagate_backward_time: 30.4728107452, weight_update_time: 0.1021457836, other_time: 1.8360614777
epoch time: 4.3410058022s, input_fired_time: 0.0981789082, output_fired_time: 0.0000000000, propagate_forward_time: 3.9124617577, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3303651810
validation[          , genome  5407] predictions:    9707/  10000 (97.07%), best:    9723/10000 (97.23%), error:      1040.51660, best error:       897.32806 on epoch:    32, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 53.3518676758s, input_fired_time: 0.8178138137, output_fired_time: 0.6869843006, propagate_forward_time: 19.4947261810, propagate_backward_time: 30.5377120972, weight_update_time: 0.1013419554, other_time: 1.8146286011
epoch time: 4.3346753120s, input_fired_time: 0.0985682160, output_fired_time: 0.0000000000, propagate_forward_time: 3.9064707756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3296360970
validation[          , genome  5407] predictions:    9724/  10000 (97.24%), best:    9723/10000 (97.23%), error:       937.38776, best error:       897.32806 on epoch:    32, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 53.8618888855s, input_fired_time: 0.8208486438, output_fired_time: 0.6890264153, propagate_forward_time: 20.0284061432, propagate_backward_time: 30.5113220215, weight_update_time: 0.1017348990, other_time: 1.8122863770
epoch time: 4.3440351486s, input_fired_time: 0.0992793366, output_fired_time: 0.0000000000, propagate_forward_time: 3.9150135517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3297421932
validation[          , genome  5407] predictions:    9716/  10000 (97.16%), best:    9723/10000 (97.23%), error:       947.30475, best error:       897.32806 on epoch:    32, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 53.2859649658s, input_fired_time: 0.8196942210, output_fired_time: 0.6859832406, propagate_forward_time: 19.4819679260, propagate_backward_time: 30.4830150604, weight_update_time: 0.1013946161, other_time: 1.8153057098
epoch time: 4.3364729881s, input_fired_time: 0.1014749631, output_fired_time: 0.0000000000, propagate_forward_time: 3.9010465145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3339517117
validation[          , genome  5407] predictions:    9696/  10000 (96.96%), best:    9723/10000 (97.23%), error:      1000.39325, best error:       897.32806 on epoch:    32, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 53.2352638245s, input_fired_time: 0.8180310130, output_fired_time: 0.6840822697, propagate_forward_time: 19.4549522400, propagate_backward_time: 30.4736175537, weight_update_time: 0.1011204198, other_time: 1.8045806885
epoch time: 4.3400278091s, input_fired_time: 0.0987361073, output_fired_time: 0.0000000000, propagate_forward_time: 3.9117712975, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3295202255
validation[          , genome  5407] predictions:    9694/  10000 (96.94%), best:    9723/10000 (97.23%), error:      1049.91980, best error:       897.32806 on epoch:    32, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 53.7729301453s, input_fired_time: 0.8243013024, output_fired_time: 0.7070360184, propagate_forward_time: 19.5839786530, propagate_backward_time: 30.8340969086, weight_update_time: 0.1016624197, other_time: 1.8235187531
epoch time: 4.3383331299s, input_fired_time: 0.0977057964, output_fired_time: 0.0000000000, propagate_forward_time: 3.9074673653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3331599236
validation[          , genome  5407] predictions:    9719/  10000 (97.19%), best:    9723/10000 (97.23%), error:       933.44580, best error:       897.32806 on epoch:    32, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 53.3153762817s, input_fired_time: 0.8199638724, output_fired_time: 0.6855328679, propagate_forward_time: 19.4829425812, propagate_backward_time: 30.5174827576, weight_update_time: 0.1017167047, other_time: 1.8094520569
epoch time: 4.3318567276s, input_fired_time: 0.0980904922, output_fired_time: 0.0000000000, propagate_forward_time: 3.9055342674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3282318115
validation[          , genome  5407] predictions:    9711/  10000 (97.11%), best:    9723/10000 (97.23%), error:       971.32928, best error:       897.32806 on epoch:    32, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 53.3150062561s, input_fired_time: 0.8205568194, output_fired_time: 0.6846941113, propagate_forward_time: 19.4862327576, propagate_backward_time: 30.5163555145, weight_update_time: 0.1013849974, other_time: 1.8071689606
epoch time: 4.3382477760s, input_fired_time: 0.0988198668, output_fired_time: 0.0000000000, propagate_forward_time: 3.9083788395, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3310492039
validation[          , genome  5407] predictions:    9690/  10000 (96.90%), best:    9723/10000 (97.23%), error:      1024.70325, best error:       897.32806 on epoch:    32, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 53.2598724365s, input_fired_time: 0.8218645453, output_fired_time: 0.6850253344, propagate_forward_time: 19.4637680054, propagate_backward_time: 30.4777908325, weight_update_time: 0.1025910899, other_time: 1.8114242554
epoch time: 4.3303656578s, input_fired_time: 0.0983818397, output_fired_time: 0.0000000000, propagate_forward_time: 3.9037547112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3282289505
validation[          , genome  5407] predictions:    9703/  10000 (97.03%), best:    9723/10000 (97.23%), error:      1019.88232, best error:       897.32806 on epoch:    32, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 53.2240524292s, input_fired_time: 0.8193156719, output_fired_time: 0.6850741506, propagate_forward_time: 19.4695339203, propagate_backward_time: 30.4392337799, weight_update_time: 0.1012902930, other_time: 1.8108959198
epoch time: 4.3516273499s, input_fired_time: 0.0983771682, output_fired_time: 0.0000000000, propagate_forward_time: 3.9224102497, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3308398724
validation[          , genome  5407] predictions:    9685/  10000 (96.85%), best:    9723/10000 (97.23%), error:      1074.17261, best error:       897.32806 on epoch:    32, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 53.3977165222s, input_fired_time: 0.8241045475, output_fired_time: 0.6899734735, propagate_forward_time: 19.5075397491, propagate_backward_time: 30.5687694550, weight_update_time: 0.1013780683, other_time: 1.8073291779
epoch time: 4.3123588562s, input_fired_time: 0.0981706232, output_fired_time: 0.0000000000, propagate_forward_time: 3.8874497414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3267383575
validation[          , genome  5407] predictions:    9688/  10000 (96.88%), best:    9723/10000 (97.23%), error:      1027.35632, best error:       897.32806 on epoch:    32, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 53.4031600952s, input_fired_time: 0.8240238428, output_fired_time: 0.6857417226, propagate_forward_time: 19.5301742554, propagate_backward_time: 30.5535163879, weight_update_time: 0.1015349701, other_time: 1.8097038269
epoch time: 4.3093967438s, input_fired_time: 0.0985238701, output_fired_time: 0.0000000000, propagate_forward_time: 3.8839724064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3269002438
validation[          , genome  5407] predictions:    9737/  10000 (97.37%), best:    9737/10000 (97.37%), error:       885.12854, best error:       885.12854 on epoch:    62, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 53.4248771667s, input_fired_time: 0.8214528561, output_fired_time: 0.6893141866, propagate_forward_time: 19.5420970917, propagate_backward_time: 30.5578689575, weight_update_time: 0.1023156345, other_time: 1.8141403198
epoch time: 4.3139348030s, input_fired_time: 0.0988939926, output_fired_time: 0.0000000000, propagate_forward_time: 3.8840789795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3309617043
validation[          , genome  5407] predictions:    9699/  10000 (96.99%), best:    9737/10000 (97.37%), error:      1019.63562, best error:       885.12854 on epoch:    62, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 53.1875724792s, input_fired_time: 0.8210309744, output_fired_time: 0.6877527833, propagate_forward_time: 19.4494838715, propagate_backward_time: 30.4250259399, weight_update_time: 0.1010800377, other_time: 1.8042831421
epoch time: 4.3127083778s, input_fired_time: 0.0977018028, output_fired_time: 0.0000000000, propagate_forward_time: 3.8880677223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3269386292
validation[          , genome  5407] predictions:    9709/  10000 (97.09%), best:    9737/10000 (97.37%), error:       993.42999, best error:       885.12854 on epoch:    62, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 53.2471542358s, input_fired_time: 0.8285515904, output_fired_time: 0.6860043406, propagate_forward_time: 19.4568977356, propagate_backward_time: 30.4666919708, weight_update_time: 0.1011714637, other_time: 1.8090076447
epoch time: 4.3156023026s, input_fired_time: 0.0983530208, output_fired_time: 0.0000000000, propagate_forward_time: 3.8895080090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3277413845
validation[          , genome  5407] predictions:    9711/  10000 (97.11%), best:    9737/10000 (97.37%), error:       984.69000, best error:       885.12854 on epoch:    62, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 53.6197280884s, input_fired_time: 0.8258468509, output_fired_time: 0.6894133091, propagate_forward_time: 19.5203418732, propagate_backward_time: 30.7607707977, weight_update_time: 0.1015671268, other_time: 1.8233509064
epoch time: 4.3367671967s, input_fired_time: 0.0990979224, output_fired_time: 0.0000000000, propagate_forward_time: 3.9057598114, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3319096565
validation[          , genome  5407] predictions:    9714/  10000 (97.14%), best:    9737/10000 (97.37%), error:       928.95050, best error:       885.12854 on epoch:    62, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 53.2532157898s, input_fired_time: 0.8280165792, output_fired_time: 0.6843750477, propagate_forward_time: 19.4696006775, propagate_backward_time: 30.4635543823, weight_update_time: 0.1010369807, other_time: 1.8076667786
epoch time: 4.3215141296s, input_fired_time: 0.0990134850, output_fired_time: 0.0000000000, propagate_forward_time: 3.8919863701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3305144310
validation[          , genome  5407] predictions:    9703/  10000 (97.03%), best:    9737/10000 (97.37%), error:       992.72968, best error:       885.12854 on epoch:    62, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 53.3006553650s, input_fired_time: 0.8251733780, output_fired_time: 0.6846671104, propagate_forward_time: 19.5015316010, propagate_backward_time: 30.4786968231, weight_update_time: 0.1017110795, other_time: 1.8105869293
epoch time: 4.3203663826s, input_fired_time: 0.0993942469, output_fired_time: 0.0000000000, propagate_forward_time: 3.8932096958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3277623653
validation[          , genome  5407] predictions:    9739/  10000 (97.39%), best:    9737/10000 (97.37%), error:       912.94922, best error:       885.12854 on epoch:    62, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 53.3151779175s, input_fired_time: 0.8246532083, output_fired_time: 0.6847777367, propagate_forward_time: 19.4928855896, propagate_backward_time: 30.5035457611, weight_update_time: 0.1019200012, other_time: 1.8093166351
epoch time: 4.3166065216s, input_fired_time: 0.0993502289, output_fired_time: 0.0000000000, propagate_forward_time: 3.8876101971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3296458721
validation[          , genome  5407] predictions:    9708/  10000 (97.08%), best:    9737/10000 (97.37%), error:       992.91162, best error:       885.12854 on epoch:    62, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 53.4195251465s, input_fired_time: 0.8243512511, output_fired_time: 0.6847238541, propagate_forward_time: 19.5125198364, propagate_backward_time: 30.5833282471, weight_update_time: 0.1016673595, other_time: 1.8146018982
epoch time: 4.3362960815s, input_fired_time: 0.0980633274, output_fired_time: 0.0000000000, propagate_forward_time: 3.9074454308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3307871819
validation[          , genome  5407] predictions:    9686/  10000 (96.86%), best:    9737/10000 (97.37%), error:      1044.03430, best error:       885.12854 on epoch:    62, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 53.5055236816s, input_fired_time: 0.8257297277, output_fired_time: 0.6848590374, propagate_forward_time: 19.5442352295, propagate_backward_time: 30.6417522430, weight_update_time: 0.1017114073, other_time: 1.8089466095
epoch time: 4.3368330002s, input_fired_time: 0.0996124297, output_fired_time: 0.0000000000, propagate_forward_time: 3.9067916870, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3304290771
validation[          , genome  5407] predictions:    9705/  10000 (97.05%), best:    9737/10000 (97.37%), error:       990.95599, best error:       885.12854 on epoch:    62, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 53.5631446838s, input_fired_time: 0.8265267611, output_fired_time: 0.6990628242, propagate_forward_time: 19.5380649567, propagate_backward_time: 30.6864986420, weight_update_time: 0.1025768444, other_time: 1.8129901886
epoch time: 4.3184671402s, input_fired_time: 0.0998057574, output_fired_time: 0.0000000000, propagate_forward_time: 3.8915634155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3270978928
validation[          , genome  5407] predictions:    9720/  10000 (97.20%), best:    9737/10000 (97.37%), error:       974.63519, best error:       885.12854 on epoch:    62, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 53.2319946289s, input_fired_time: 0.8236827850, output_fired_time: 0.6874396205, propagate_forward_time: 19.4493522644, propagate_backward_time: 30.4628849030, weight_update_time: 0.1017686427, other_time: 1.8086338043
epoch time: 4.3243670464s, input_fired_time: 0.0982225984, output_fired_time: 0.0000000000, propagate_forward_time: 3.8971521854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3289921284
validation[          , genome  5407] predictions:    9680/  10000 (96.80%), best:    9737/10000 (97.37%), error:      1084.04907, best error:       885.12854 on epoch:    62, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 53.3267478943s, input_fired_time: 0.8256338835, output_fired_time: 0.6858912706, propagate_forward_time: 19.4910030365, propagate_backward_time: 30.5143547058, weight_update_time: 0.1016217396, other_time: 1.8098640442
epoch time: 4.3286981583s, input_fired_time: 0.0970794335, output_fired_time: 0.0000000000, propagate_forward_time: 3.9023053646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3293135166
validation[          , genome  5407] predictions:    9664/  10000 (96.64%), best:    9737/10000 (97.37%), error:      1158.93835, best error:       885.12854 on epoch:    62, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 53.3124847412s, input_fired_time: 0.8228841424, output_fired_time: 0.6849211454, propagate_forward_time: 19.4822578430, propagate_backward_time: 30.5126361847, weight_update_time: 0.1013723686, other_time: 1.8097858429
epoch time: 4.3343906403s, input_fired_time: 0.0969800428, output_fired_time: 0.0000000000, propagate_forward_time: 3.9065971375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3308134079
validation[          , genome  5407] predictions:    9690/  10000 (96.90%), best:    9737/10000 (97.37%), error:      1101.86841, best error:       885.12854 on epoch:    62, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 53.3376159668s, input_fired_time: 0.8239797354, output_fired_time: 0.6862704754, propagate_forward_time: 19.4988784790, propagate_backward_time: 30.5117912292, weight_update_time: 0.1018464640, other_time: 1.8166961670
epoch time: 4.3311400414s, input_fired_time: 0.0974919051, output_fired_time: 0.0000000000, propagate_forward_time: 3.9034988880, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3301494122
validation[          , genome  5407] predictions:    9724/  10000 (97.24%), best:    9737/10000 (97.37%), error:       953.57886, best error:       885.12854 on epoch:    62, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 53.5690422058s, input_fired_time: 0.8246843219, output_fired_time: 0.6862840056, propagate_forward_time: 19.5953693390, propagate_backward_time: 30.6498298645, weight_update_time: 0.1016203612, other_time: 1.8128776550
epoch time: 4.3321042061s, input_fired_time: 0.0960958004, output_fired_time: 0.0000000000, propagate_forward_time: 3.9065794945, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3294291496
validation[          , genome  5407] predictions:    9677/  10000 (96.77%), best:    9737/10000 (97.37%), error:      1113.37012, best error:       885.12854 on epoch:    62, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 53.0976982117s, input_fired_time: 0.8165476918, output_fired_time: 0.6817994118, propagate_forward_time: 19.4110050201, propagate_backward_time: 30.3793983459, weight_update_time: 0.1008691117, other_time: 1.8089485168
epoch time: 4.2359752655s, input_fired_time: 0.0976389349, output_fired_time: 0.0000000000, propagate_forward_time: 3.8157401085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3225960732
validation[          , genome  5407] predictions:    9752/  10000 (97.52%), best:    9752/10000 (97.52%), error:       860.67944, best error:       860.67944 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 53.3217239380s, input_fired_time: 0.8269587755, output_fired_time: 0.6849855781, propagate_forward_time: 19.4958705902, propagate_backward_time: 30.5024547577, weight_update_time: 0.1013111100, other_time: 1.8114566803
epoch time: 4.3017268181s, input_fired_time: 0.0994644091, output_fired_time: 0.0000000000, propagate_forward_time: 3.8732848167, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3289775848
validation[          , genome  5407] predictions:    9648/  10000 (96.48%), best:    9752/10000 (97.52%), error:      1129.50476, best error:       860.67944 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 53.5351829529s, input_fired_time: 0.8339616656, output_fired_time: 0.6971843839, propagate_forward_time: 19.5732936859, propagate_backward_time: 30.6144275665, weight_update_time: 0.1029691473, other_time: 1.8163127899
epoch time: 4.3166384697s, input_fired_time: 0.0982020348, output_fired_time: 0.0000000000, propagate_forward_time: 3.8866760731, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3317601681
validation[          , genome  5407] predictions:    9656/  10000 (96.56%), best:    9752/10000 (97.52%), error:      1208.07617, best error:       860.67944 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 53.3395690918s, input_fired_time: 0.8284640312, output_fired_time: 0.6849597692, propagate_forward_time: 19.5118255615, propagate_backward_time: 30.5031929016, weight_update_time: 0.1014839336, other_time: 1.8111267090
epoch time: 4.3179774284s, input_fired_time: 0.0999650285, output_fired_time: 0.0000000000, propagate_forward_time: 3.8881711960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3298411369
validation[          , genome  5407] predictions:    9733/  10000 (97.33%), best:    9752/10000 (97.52%), error:       882.60327, best error:       860.67944 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 53.6221084595s, input_fired_time: 0.8270100355, output_fired_time: 0.6836040020, propagate_forward_time: 19.6291999817, propagate_backward_time: 30.6696796417, weight_update_time: 0.1054283679, other_time: 1.8126125336
epoch time: 4.3251137733s, input_fired_time: 0.0988185331, output_fired_time: 0.0000000000, propagate_forward_time: 3.8958473206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3304481506
validation[          , genome  5407] predictions:    9692/  10000 (96.92%), best:    9752/10000 (97.52%), error:      1035.88904, best error:       860.67944 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 54.0196647644s, input_fired_time: 0.8266608715, output_fired_time: 0.6896264553, propagate_forward_time: 19.5216217041, propagate_backward_time: 31.1685600281, weight_update_time: 0.1014266834, other_time: 1.8131980896
epoch time: 4.3166904449s, input_fired_time: 0.0983570442, output_fired_time: 0.0000000000, propagate_forward_time: 3.8907680511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3275651932
validation[          , genome  5407] predictions:    9665/  10000 (96.65%), best:    9752/10000 (97.52%), error:      1109.72144, best error:       860.67944 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 53.4413375854s, input_fired_time: 0.8239206672, output_fired_time: 0.6903544664, propagate_forward_time: 19.5348243713, propagate_backward_time: 30.5742683411, weight_update_time: 0.1018005088, other_time: 1.8179702759
epoch time: 4.3196544647s, input_fired_time: 0.1002441421, output_fired_time: 0.0000000000, propagate_forward_time: 3.8898339272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3295764923
validation[          , genome  5407] predictions:    9703/  10000 (97.03%), best:    9752/10000 (97.52%), error:       977.18811, best error:       860.67944 on epoch:    78, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 53.3557434082s, input_fired_time: 0.8296869993, output_fired_time: 0.6911873817, propagate_forward_time: 19.4984550476, propagate_backward_time: 30.5238742828, weight_update_time: 0.1016322672, other_time: 1.8125400543
epoch time: 4.3140125275s, input_fired_time: 0.0992694721, output_fired_time: 0.0000000000, propagate_forward_time: 3.8862082958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3285348415
validation[          , genome  5407] predictions:    9709/  10000 (97.09%), best:    9752/10000 (97.52%), error:       981.05597, best error:       860.67944 on epoch:    78, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 53.6399726868s, input_fired_time: 0.8291570544, output_fired_time: 0.6855317354, propagate_forward_time: 19.6047420502, propagate_backward_time: 30.7047939301, weight_update_time: 0.1018097177, other_time: 1.8157444000
epoch time: 4.3527331352s, input_fired_time: 0.0990267694, output_fired_time: 0.0000000000, propagate_forward_time: 3.9248285294, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3288779259
validation[          , genome  5407] predictions:    9738/  10000 (97.38%), best:    9752/10000 (97.52%), error:       936.54462, best error:       860.67944 on epoch:    78, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 53.2462081909s, input_fired_time: 0.8237143159, output_fired_time: 0.6844344139, propagate_forward_time: 19.4568290710, propagate_backward_time: 30.4741687775, weight_update_time: 0.1013267189, other_time: 1.8070621490
epoch time: 4.3267469406s, input_fired_time: 0.0994001999, output_fired_time: 0.0000000000, propagate_forward_time: 3.8985195160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3288273811
validation[          , genome  5407] predictions:    9714/  10000 (97.14%), best:    9752/10000 (97.52%), error:       950.57153, best error:       860.67944 on epoch:    78, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 53.2618064880s, input_fired_time: 0.8284016252, output_fired_time: 0.6836420298, propagate_forward_time: 19.4711132050, propagate_backward_time: 30.4689407349, weight_update_time: 0.1014339477, other_time: 1.8097076416
epoch time: 4.3016195297s, input_fired_time: 0.0992998704, output_fired_time: 0.0000000000, propagate_forward_time: 3.8759822845, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3263373375
validation[          , genome  5407] predictions:    9693/  10000 (96.93%), best:    9752/10000 (97.52%), error:       991.48370, best error:       860.67944 on epoch:    78, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 53.3660545349s, input_fired_time: 0.8286111355, output_fired_time: 0.6845880747, propagate_forward_time: 19.5163955688, propagate_backward_time: 30.5212249756, weight_update_time: 0.1017879620, other_time: 1.8152351379
epoch time: 4.3396492004s, input_fired_time: 0.1007999331, output_fired_time: 0.0000000000, propagate_forward_time: 3.9091300964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3297190666
validation[          , genome  5407] predictions:    9646/  10000 (96.46%), best:    9752/10000 (97.52%), error:      1177.54138, best error:       860.67944 on epoch:    78, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 53.4386940002s, input_fired_time: 0.8289303184, output_fired_time: 0.6921315193, propagate_forward_time: 19.5240402222, propagate_backward_time: 30.5821723938, weight_update_time: 0.1021841243, other_time: 1.8114204407
epoch time: 4.3441300392s, input_fired_time: 0.1004163101, output_fired_time: 0.0000000000, propagate_forward_time: 3.9151062965, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3286075592
validation[          , genome  5407] predictions:    9667/  10000 (96.67%), best:    9752/10000 (97.52%), error:      1134.70801, best error:       860.67944 on epoch:    78, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 53.5059738159s, input_fired_time: 0.8286275268, output_fired_time: 0.6872721910, propagate_forward_time: 19.5634021759, propagate_backward_time: 30.6128234863, weight_update_time: 0.1019117385, other_time: 1.8138504028
epoch time: 4.3490004539s, input_fired_time: 0.0999537259, output_fired_time: 0.0000000000, propagate_forward_time: 3.9188852310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3301615715
validation[          , genome  5407] predictions:    9683/  10000 (96.83%), best:    9752/10000 (97.52%), error:      1097.49255, best error:       860.67944 on epoch:    78, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 53.4832649231s, input_fired_time: 0.8277974725, output_fired_time: 0.6930761337, propagate_forward_time: 19.5532302856, propagate_backward_time: 30.5906162262, weight_update_time: 0.1015726849, other_time: 1.8185443878
epoch time: 4.3192853928s, input_fired_time: 0.1013164297, output_fired_time: 0.0000000000, propagate_forward_time: 3.8880429268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3299260139
validation[          , genome  5407] predictions:    9731/  10000 (97.31%), best:    9752/10000 (97.52%), error:       894.88196, best error:       860.67944 on epoch:    78, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 53.3076210022s, input_fired_time: 0.8245104551, output_fired_time: 0.6852128506, propagate_forward_time: 19.4815044403, propagate_backward_time: 30.5047130585, weight_update_time: 0.1014144048, other_time: 1.8116855621
epoch time: 4.3370866776s, input_fired_time: 0.1005434096, output_fired_time: 0.0000000000, propagate_forward_time: 3.9042365551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3323066235
validation[          , genome  5407] predictions:    9730/  10000 (97.30%), best:    9752/10000 (97.52%), error:       976.02594, best error:       860.67944 on epoch:    78, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 53.4047164917s, input_fired_time: 0.8313472271, output_fired_time: 0.6851330996, propagate_forward_time: 19.5890045166, propagate_backward_time: 30.4873104095, weight_update_time: 0.1015905738, other_time: 1.8119182587
epoch time: 4.3424792290s, input_fired_time: 0.1002196074, output_fired_time: 0.0000000000, propagate_forward_time: 3.9107546806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3315048218
validation[          , genome  5407] predictions:    9702/  10000 (97.02%), best:    9752/10000 (97.52%), error:      1017.76892, best error:       860.67944 on epoch:    78, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 53.2861251831s, input_fired_time: 0.8313596845, output_fired_time: 0.6866976023, propagate_forward_time: 19.4725685120, propagate_backward_time: 30.4908866882, weight_update_time: 0.1027178168, other_time: 1.8046112061
epoch time: 4.3895616531s, input_fired_time: 0.0995875672, output_fired_time: 0.0000000000, propagate_forward_time: 3.9599583149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3300158978
validation[          , genome  5407] predictions:    9700/  10000 (97.00%), best:    9752/10000 (97.52%), error:       996.58466, best error:       860.67944 on epoch:    78, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 53.4203910828s, input_fired_time: 0.8337198496, output_fired_time: 0.6842902899, propagate_forward_time: 19.5380115509, propagate_backward_time: 30.5479049683, weight_update_time: 0.1016286686, other_time: 1.8164596558
epoch time: 4.3390951157s, input_fired_time: 0.1009549350, output_fired_time: 0.0000000000, propagate_forward_time: 3.9073455334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3307945728
validation[          , genome  5407] predictions:    9711/  10000 (97.11%), best:    9752/10000 (97.52%), error:       921.10046, best error:       860.67944 on epoch:    78, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 53.4223785400s, input_fired_time: 0.8361746669, output_fired_time: 0.6886262894, propagate_forward_time: 19.5223884583, propagate_backward_time: 30.5609951019, weight_update_time: 0.1013852581, other_time: 1.8141956329
epoch time: 4.3249273300s, input_fired_time: 0.0990065634, output_fired_time: 0.0000000000, propagate_forward_time: 3.8973305225, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3285901546
validation[          , genome  5407] predictions:    9681/  10000 (96.81%), best:    9752/10000 (97.52%), error:       991.54828, best error:       860.67944 on epoch:    78, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 53.2517509460s, input_fired_time: 0.8293334842, output_fired_time: 0.6849669814, propagate_forward_time: 19.4695873260, propagate_backward_time: 30.4632015228, weight_update_time: 0.1016710326, other_time: 1.8046588898
epoch time: 4.3223786354s, input_fired_time: 0.0992963016, output_fired_time: 0.0000000000, propagate_forward_time: 3.8956701756, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3274123669
validation[          , genome  5407] predictions:    9694/  10000 (96.94%), best:    9752/10000 (97.52%), error:       994.68646, best error:       860.67944 on epoch:    78, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 53.2447280884s, input_fired_time: 0.8301305771, output_fired_time: 0.6836528778, propagate_forward_time: 19.4493541718, propagate_backward_time: 30.4736194611, weight_update_time: 0.1012651026, other_time: 1.8079662323
epoch time: 4.3374853134s, input_fired_time: 0.1016159877, output_fired_time: 0.0000000000, propagate_forward_time: 3.9054532051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3304162025
validation[          , genome  5407] predictions:    9715/  10000 (97.15%), best:    9752/10000 (97.52%), error:       978.30487, best error:       860.67944 on epoch:    78, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 53.2511291504s, input_fired_time: 0.8285361528, output_fired_time: 0.6840890646, propagate_forward_time: 19.4850769043, propagate_backward_time: 30.4456939697, weight_update_time: 0.1025659516, other_time: 1.8077316284
epoch time: 4.3385758400s, input_fired_time: 0.1013492346, output_fired_time: 0.0000000000, propagate_forward_time: 3.9062390327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3309874535
validation[          , genome  5407] predictions:    9715/  10000 (97.15%), best:    9752/10000 (97.52%), error:       955.21759, best error:       860.67944 on epoch:    78, 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: 21.6537437439s, input_fired_time: 0.4994278252, output_fired_time: 0.0000000000, propagate_forward_time: 19.4702014923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6841144562
best training[          , genome  5407] predictions:   49553/  50000 (99.11%), best:    9752/10000 (97.52%), error:      1835.36377, best error:       860.67944 on epoch:    78, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 4.3194227219s, input_fired_time: 0.0987596065, output_fired_time: 0.0000000000, propagate_forward_time: 3.8922729492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3283901215
   testing[          , genome  5407] predictions:    9766/  10000 (97.66%), best:    9752/10000 (97.52%), error:       798.76965, best error:       860.67944 on epoch:    78, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
09:16:26 (5480): called boinc_finish(0)

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