Nameexact_genome_1512568488_42_2724_0
Workunit2584841
Created7 Dec 2017, 1:09:32 UTC
Sent7 Dec 2017, 1:16:56 UTC
Report deadline9 Dec 2017, 19:29:13 UTC
Received7 Dec 2017, 2:47:20 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52320
Run time1 hours 30 min
CPU time1 hours 29 min 56 sec
Validate stateValid
Credit689.64
Device peak FLOPS2.93 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size153.39 MB
Peak swap size151.90 MB
Peak disk usage1.42 MB

Stderr output

<core_client_version>7.8.2</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0556908734, output_fired_time: 0.0000000000, propagate_forward_time: 3.7657966614, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3636336327
validation[          , genome  2724] predictions:    9438/  10000 (94.38%), best:    9431/10000 (94.31%), error:      1962.10022, best error:      1952.13855 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 48.8415489197s, input_fired_time: 0.4382248223, output_fired_time: 0.4128550589, propagate_forward_time: 18.7105121613, propagate_backward_time: 27.2983894348, weight_update_time: 0.1019741297, other_time: 1.9815692902
epoch time: 4.1549696922s, input_fired_time: 0.0547930077, output_fired_time: 0.0000000000, propagate_forward_time: 3.7425277233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3576490879
validation[          , genome  2724] predictions:    9137/  10000 (91.37%), best:    9431/10000 (94.31%), error:      2894.33813, best error:      1952.13855 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 48.8345642090s, input_fired_time: 0.4414821863, output_fired_time: 0.4168138802, propagate_forward_time: 18.7483024597, propagate_backward_time: 27.2394599915, weight_update_time: 0.1022616699, other_time: 1.9885063171
epoch time: 4.1751985550s, input_fired_time: 0.0553017482, output_fired_time: 0.0000000000, propagate_forward_time: 3.7586405277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3612563610
validation[          , genome  2724] predictions:    9277/  10000 (92.77%), best:    9431/10000 (94.31%), error:      2439.58984, best error:      1952.13855 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 48.9142303467s, input_fired_time: 0.4399576783, output_fired_time: 0.4174892604, propagate_forward_time: 18.7648105621, propagate_backward_time: 27.3041629791, weight_update_time: 0.1026802585, other_time: 1.9878120422
epoch time: 4.1699442863s, input_fired_time: 0.0552308522, output_fired_time: 0.0000000000, propagate_forward_time: 3.7500226498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3646910191
validation[          , genome  2724] predictions:    9435/  10000 (94.35%), best:    9435/10000 (94.35%), error:      1930.56580, best error:      1930.56580 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 48.8972702026s, input_fired_time: 0.4402289391, output_fired_time: 0.4183576703, propagate_forward_time: 18.7674789429, propagate_backward_time: 27.2840423584, weight_update_time: 0.1019309163, other_time: 1.9871635437
epoch time: 4.1580581665s, input_fired_time: 0.0548797473, output_fired_time: 0.0000000000, propagate_forward_time: 3.7468812466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3562972546
validation[          , genome  2724] predictions:    9387/  10000 (93.87%), best:    9435/10000 (94.35%), error:      2053.17480, best error:      1930.56580 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 49.0598716736s, input_fired_time: 0.4445270002, output_fired_time: 0.4207646847, propagate_forward_time: 18.8403339386, propagate_backward_time: 27.3598709106, weight_update_time: 0.1038527787, other_time: 1.9943752289
epoch time: 4.1870179176s, input_fired_time: 0.0562303923, output_fired_time: 0.0000000000, propagate_forward_time: 3.7693812847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3614060879
validation[          , genome  2724] predictions:    9440/  10000 (94.40%), best:    9440/10000 (94.40%), error:      1915.20117, best error:      1915.20117 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 48.8684463501s, input_fired_time: 0.4421383739, output_fired_time: 0.4156084657, propagate_forward_time: 18.7265338898, propagate_backward_time: 27.3005447388, weight_update_time: 0.1021468043, other_time: 1.9836215973
epoch time: 4.1620917320s, input_fired_time: 0.0554640740, output_fired_time: 0.0000000000, propagate_forward_time: 3.7435579300, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3630695343
validation[          , genome  2724] predictions:    9439/  10000 (94.39%), best:    9439/10000 (94.39%), error:      1895.24573, best error:      1895.24573 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 48.8086128235s, input_fired_time: 0.4424862266, output_fired_time: 0.4164508581, propagate_forward_time: 18.7280673981, propagate_backward_time: 27.2350425720, weight_update_time: 0.1025918424, other_time: 1.9865665436
epoch time: 4.1603007317s, input_fired_time: 0.0568668582, output_fired_time: 0.0000000000, propagate_forward_time: 3.7390835285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3643505573
validation[          , genome  2724] predictions:    9380/  10000 (93.80%), best:    9439/10000 (94.39%), error:      2076.42236, best error:      1895.24573 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 49.0077171326s, input_fired_time: 0.4478350878, output_fired_time: 0.4207135439, propagate_forward_time: 18.7794036865, propagate_backward_time: 27.3308391571, weight_update_time: 0.1042299792, other_time: 2.0289249420
epoch time: 4.1776485443s, input_fired_time: 0.0570761859, output_fired_time: 0.0000000000, propagate_forward_time: 3.7488796711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3716928959
validation[          , genome  2724] predictions:    9363/  10000 (93.63%), best:    9439/10000 (94.39%), error:      2172.32397, best error:      1895.24573 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 48.9328994751s, input_fired_time: 0.4463326335, output_fired_time: 0.4160487354, propagate_forward_time: 18.7436485291, propagate_backward_time: 27.2983570099, weight_update_time: 0.1036554798, other_time: 2.0285129547
epoch time: 4.1709389687s, input_fired_time: 0.0554294772, output_fired_time: 0.0000000000, propagate_forward_time: 3.7451381683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3703713417
validation[          , genome  2724] predictions:    9375/  10000 (93.75%), best:    9439/10000 (94.39%), error:      2100.63086, best error:      1895.24573 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 48.8577957153s, input_fired_time: 0.4439362586, output_fired_time: 0.4149129391, propagate_forward_time: 18.7461624146, propagate_backward_time: 27.2632389069, weight_update_time: 0.1031591669, other_time: 1.9895458221
epoch time: 4.1755948067s, input_fired_time: 0.0567335971, output_fired_time: 0.0000000000, propagate_forward_time: 3.7569246292, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3619365692
validation[          , genome  2724] predictions:    9476/  10000 (94.76%), best:    9476/10000 (94.76%), error:      1781.41370, best error:      1781.41370 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 48.9351348877s, input_fired_time: 0.4419872165, output_fired_time: 0.4194876552, propagate_forward_time: 18.7735538483, propagate_backward_time: 27.3118591309, weight_update_time: 0.1028980017, other_time: 1.9882488251
epoch time: 4.1677393913s, input_fired_time: 0.0551535450, output_fired_time: 0.0000000000, propagate_forward_time: 3.7501163483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3624696732
validation[          , genome  2724] predictions:    9419/  10000 (94.19%), best:    9476/10000 (94.76%), error:      1951.76428, best error:      1781.41370 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 49.0776329041s, input_fired_time: 0.4468166530, output_fired_time: 0.4237473905, propagate_forward_time: 18.8367919922, propagate_backward_time: 27.3797397614, weight_update_time: 0.1036293209, other_time: 1.9905376434
epoch time: 4.1821932793s, input_fired_time: 0.0564435460, output_fired_time: 0.0000000000, propagate_forward_time: 3.7620036602, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3637459278
validation[          , genome  2724] predictions:    9486/  10000 (94.86%), best:    9486/10000 (94.86%), error:      1758.42615, best error:      1758.42615 on epoch:    26, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 48.8933067322s, input_fired_time: 0.4436394274, output_fired_time: 0.4208911359, propagate_forward_time: 18.7840671539, propagate_backward_time: 27.2550354004, weight_update_time: 0.1041057110, other_time: 1.9896755219
epoch time: 4.1546492577s, input_fired_time: 0.0559497438, output_fired_time: 0.0000000000, propagate_forward_time: 3.7380914688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3606081009
validation[          , genome  2724] predictions:    9450/  10000 (94.50%), best:    9486/10000 (94.86%), error:      1868.60083, best error:      1758.42615 on epoch:    26, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 48.9119224548s, input_fired_time: 0.4435239434, output_fired_time: 0.4190604687, propagate_forward_time: 18.7777233124, propagate_backward_time: 27.2805557251, weight_update_time: 0.1030398086, other_time: 1.9910602570
epoch time: 4.1796541214s, input_fired_time: 0.0563371703, output_fired_time: 0.0000000000, propagate_forward_time: 3.7605631351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3627536297
validation[          , genome  2724] predictions:    9484/  10000 (94.84%), best:    9486/10000 (94.86%), error:      1776.01392, best error:      1758.42615 on epoch:    26, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 49.0901985168s, input_fired_time: 0.4433217347, output_fired_time: 0.4215489030, propagate_forward_time: 18.8362636566, propagate_backward_time: 27.3939609528, weight_update_time: 0.1034504324, other_time: 1.9951019287
epoch time: 4.1655406952s, input_fired_time: 0.0555516444, output_fired_time: 0.0000000000, propagate_forward_time: 3.7461807728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3638083935
validation[          , genome  2724] predictions:    9479/  10000 (94.79%), best:    9479/10000 (94.79%), error:      1752.42065, best error:      1752.42065 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 49.0352287292s, input_fired_time: 0.4442827404, output_fired_time: 0.4228812754, propagate_forward_time: 18.8423461914, propagate_backward_time: 27.3304462433, weight_update_time: 0.1039877161, other_time: 1.9952716827
epoch time: 4.1830449104s, input_fired_time: 0.0553090498, output_fired_time: 0.0000000000, propagate_forward_time: 3.7663779259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3613581657
validation[          , genome  2724] predictions:    9395/  10000 (93.95%), best:    9479/10000 (94.79%), error:      2049.47729, best error:      1752.42065 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 48.8602561951s, input_fired_time: 0.4436207414, output_fired_time: 0.4207205772, propagate_forward_time: 18.7583999634, propagate_backward_time: 27.2484226227, weight_update_time: 0.1033948734, other_time: 1.9890918732
epoch time: 4.1712641716s, input_fired_time: 0.0555610470, output_fired_time: 0.0000000000, propagate_forward_time: 3.7536835670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3620195389
validation[          , genome  2724] predictions:    9454/  10000 (94.54%), best:    9479/10000 (94.79%), error:      1870.97583, best error:      1752.42065 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 48.8892440796s, input_fired_time: 0.4431239069, output_fired_time: 0.4148484468, propagate_forward_time: 18.7499198914, propagate_backward_time: 27.2920455933, weight_update_time: 0.1029681414, other_time: 1.9893074036
epoch time: 4.1774587631s, input_fired_time: 0.0567395538, output_fired_time: 0.0000000000, propagate_forward_time: 3.7576248646, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3630945683
validation[          , genome  2724] predictions:    9483/  10000 (94.83%), best:    9479/10000 (94.79%), error:      1784.42786, best error:      1752.42065 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 49.0241966248s, input_fired_time: 0.4449842572, output_fired_time: 0.4188975692, propagate_forward_time: 18.8069305420, propagate_backward_time: 27.3573074341, weight_update_time: 0.1036712751, other_time: 1.9960784912
epoch time: 4.1903953552s, input_fired_time: 0.0562534519, output_fired_time: 0.0000000000, propagate_forward_time: 3.7724983692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3616435528
validation[          , genome  2724] predictions:    9480/  10000 (94.80%), best:    9479/10000 (94.79%), error:      1762.09802, best error:      1752.42065 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 48.8283653259s, input_fired_time: 0.4432361424, output_fired_time: 0.4170363843, propagate_forward_time: 18.7445621490, propagate_backward_time: 27.2309455872, weight_update_time: 0.1033709571, other_time: 1.9925823212
epoch time: 4.1680169106s, input_fired_time: 0.0552043766, output_fired_time: 0.0000000000, propagate_forward_time: 3.7497222424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3630902767
validation[          , genome  2724] predictions:    9428/  10000 (94.28%), best:    9479/10000 (94.79%), error:      1988.84082, best error:      1752.42065 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 48.8989715576s, input_fired_time: 0.4502876103, output_fired_time: 0.4192962348, propagate_forward_time: 18.7395458221, propagate_backward_time: 27.2477798462, weight_update_time: 0.1045088470, other_time: 2.0420627594
epoch time: 4.1630535126s, input_fired_time: 0.0577698797, output_fired_time: 0.0000000000, propagate_forward_time: 3.7349219322, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3703618050
validation[          , genome  2724] predictions:    9476/  10000 (94.76%), best:    9476/10000 (94.76%), error:      1746.31396, best error:      1746.31396 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 48.7796592712s, input_fired_time: 0.4472272396, output_fired_time: 0.4166780412, propagate_forward_time: 18.6659564972, propagate_backward_time: 27.2104415894, weight_update_time: 0.1028476730, other_time: 2.0393543243
epoch time: 4.1582078934s, input_fired_time: 0.0572461635, output_fired_time: 0.0000000000, propagate_forward_time: 3.7315893173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3693723679
validation[          , genome  2724] predictions:    9474/  10000 (94.74%), best:    9476/10000 (94.76%), error:      1788.76953, best error:      1746.31396 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 49.0767898560s, input_fired_time: 0.4482401609, output_fired_time: 0.4235530794, propagate_forward_time: 18.8402652740, propagate_backward_time: 27.3729381561, weight_update_time: 0.1035268158, other_time: 1.9917945862
epoch time: 4.1840367317s, input_fired_time: 0.0564469770, output_fired_time: 0.0000000000, propagate_forward_time: 3.7640349865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3635547161
validation[          , genome  2724] predictions:    9509/  10000 (95.09%), best:    9509/10000 (95.09%), error:      1712.11230, best error:      1712.11230 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 48.9605636597s, input_fired_time: 0.4492540061, output_fired_time: 0.4216517508, propagate_forward_time: 18.7632961273, propagate_backward_time: 27.2752056122, weight_update_time: 0.1039143130, other_time: 2.0511589050
epoch time: 4.1802463531s, input_fired_time: 0.0565379597, output_fired_time: 0.0000000000, propagate_forward_time: 3.7559864521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3677217960
validation[          , genome  2724] predictions:    9452/  10000 (94.52%), best:    9509/10000 (95.09%), error:      1807.98840, best error:      1712.11230 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 48.8151130676s, input_fired_time: 0.4510405064, output_fired_time: 0.4180873036, propagate_forward_time: 18.6915855408, propagate_backward_time: 27.2106914520, weight_update_time: 0.1046503335, other_time: 2.0437068939
epoch time: 4.1593890190s, input_fired_time: 0.0570949651, output_fired_time: 0.0000000000, propagate_forward_time: 3.7338445187, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3684494495
validation[          , genome  2724] predictions:    9406/  10000 (94.06%), best:    9509/10000 (95.09%), error:      1963.48389, best error:      1712.11230 on epoch:    37, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 48.9147186279s, input_fired_time: 0.4463692009, output_fired_time: 0.4147157073, propagate_forward_time: 18.7455806732, propagate_backward_time: 27.2821445465, weight_update_time: 0.1033863723, other_time: 2.0259094238
epoch time: 4.1709065437s, input_fired_time: 0.0565490425, output_fired_time: 0.0000000000, propagate_forward_time: 3.7463707924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3679866791
validation[          , genome  2724] predictions:    9439/  10000 (94.39%), best:    9509/10000 (95.09%), error:      1882.78027, best error:      1712.11230 on epoch:    37, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 48.7450332642s, input_fired_time: 0.4452933371, output_fired_time: 0.4134175479, propagate_forward_time: 18.6590080261, propagate_backward_time: 27.1882076263, weight_update_time: 0.1036076099, other_time: 2.0391063690
epoch time: 4.1528048515s, input_fired_time: 0.0571769886, output_fired_time: 0.0000000000, propagate_forward_time: 3.7244265079, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3712012768
validation[          , genome  2724] predictions:    9506/  10000 (95.06%), best:    9509/10000 (95.09%), error:      1726.60730, best error:      1712.11230 on epoch:    37, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 48.8138618469s, input_fired_time: 0.4480895996, output_fired_time: 0.4168831110, propagate_forward_time: 18.7027091980, propagate_backward_time: 27.1976909637, weight_update_time: 0.1041792110, other_time: 2.0484905243
epoch time: 4.1640839577s, input_fired_time: 0.0565165952, output_fired_time: 0.0000000000, propagate_forward_time: 3.7401957512, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3673715591
validation[          , genome  2724] predictions:    9439/  10000 (94.39%), best:    9509/10000 (95.09%), error:      1818.52014, best error:      1712.11230 on epoch:    37, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 49.0232963562s, input_fired_time: 0.4460720718, output_fired_time: 0.4178787768, propagate_forward_time: 18.7879943848, propagate_backward_time: 27.3791847229, weight_update_time: 0.1033931524, other_time: 1.9921684265
epoch time: 4.1803541183s, input_fired_time: 0.0562786609, output_fired_time: 0.0000000000, propagate_forward_time: 3.7621541023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3619213104
validation[          , genome  2724] predictions:    9494/  10000 (94.94%), best:    9509/10000 (95.09%), error:      1738.42773, best error:      1712.11230 on epoch:    37, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 49.1260261536s, input_fired_time: 0.4514949322, output_fired_time: 0.4215496182, propagate_forward_time: 18.8265895844, propagate_backward_time: 27.3837394714, weight_update_time: 0.1050377935, other_time: 2.0426502228
epoch time: 4.1835422516s, input_fired_time: 0.0570266359, output_fired_time: 0.0000000000, propagate_forward_time: 3.7583291531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3681862354
validation[          , genome  2724] predictions:    9492/  10000 (94.92%), best:    9509/10000 (95.09%), error:      1747.83582, best error:      1712.11230 on epoch:    37, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 48.9851684570s, input_fired_time: 0.4514846504, output_fired_time: 0.4208032191, propagate_forward_time: 18.7699642181, propagate_backward_time: 27.3037567139, weight_update_time: 0.1043479145, other_time: 2.0391597748
epoch time: 4.1878170967s, input_fired_time: 0.0575319566, output_fired_time: 0.0000000000, propagate_forward_time: 3.7607998848, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3694853783
validation[          , genome  2724] predictions:    9479/  10000 (94.79%), best:    9509/10000 (95.09%), error:      1737.59802, best error:      1712.11230 on epoch:    37, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 48.8669815063s, input_fired_time: 0.4463509619, output_fired_time: 0.4206788540, propagate_forward_time: 18.7621803284, propagate_backward_time: 27.2514953613, weight_update_time: 0.1031126156, other_time: 1.9862785339
epoch time: 4.1763548851s, input_fired_time: 0.0559138879, output_fired_time: 0.0000000000, propagate_forward_time: 3.7581040859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3623368740
validation[          , genome  2724] predictions:    9447/  10000 (94.47%), best:    9509/10000 (95.09%), error:      1852.31421, best error:      1712.11230 on epoch:    37, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 49.0806961060s, input_fired_time: 0.4525385201, output_fired_time: 0.4231794775, propagate_forward_time: 18.8074111938, propagate_backward_time: 27.3506736755, weight_update_time: 0.1055199504, other_time: 2.0468940735
epoch time: 4.1766047478s, input_fired_time: 0.0579197705, output_fired_time: 0.0000000000, propagate_forward_time: 3.7484936714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3701910973
validation[          , genome  2724] predictions:    9503/  10000 (95.03%), best:    9503/10000 (95.03%), error:      1659.35425, best error:      1659.35425 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 48.9716186523s, input_fired_time: 0.4504738152, output_fired_time: 0.4186441302, propagate_forward_time: 18.7598400116, propagate_backward_time: 27.3147850037, weight_update_time: 0.1035887599, other_time: 2.0278759003
epoch time: 4.1834893227s, input_fired_time: 0.0572162494, output_fired_time: 0.0000000000, propagate_forward_time: 3.7639055252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3623676300
validation[          , genome  2724] predictions:    9518/  10000 (95.18%), best:    9503/10000 (95.03%), error:      1671.12146, best error:      1659.35425 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 49.1163558960s, input_fired_time: 0.4507742822, output_fired_time: 0.4215138853, propagate_forward_time: 18.8404121399, propagate_backward_time: 27.4040641785, weight_update_time: 0.1035473645, other_time: 1.9995918274
epoch time: 4.1946692467s, input_fired_time: 0.0570287183, output_fired_time: 0.0000000000, propagate_forward_time: 3.7744414806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3631989956
validation[          , genome  2724] predictions:    9500/  10000 (95.00%), best:    9503/10000 (95.03%), error:      1681.04041, best error:      1659.35425 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 48.7601470947s, input_fired_time: 0.4459116161, output_fired_time: 0.4158764184, propagate_forward_time: 18.6958236694, propagate_backward_time: 27.2171459198, weight_update_time: 0.1030463725, other_time: 1.9853878021
epoch time: 4.1627411842s, input_fired_time: 0.0558241569, output_fired_time: 0.0000000000, propagate_forward_time: 3.7479207516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3589961529
validation[          , genome  2724] predictions:    9444/  10000 (94.44%), best:    9503/10000 (95.03%), error:      1830.54810, best error:      1659.35425 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 48.8886718750s, input_fired_time: 0.4501036108, output_fired_time: 0.4211520255, propagate_forward_time: 18.7337226868, propagate_backward_time: 27.2527351379, weight_update_time: 0.1037990078, other_time: 2.0309600830
epoch time: 4.1612725258s, input_fired_time: 0.0570056774, output_fired_time: 0.0000000000, propagate_forward_time: 3.7316923141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3725743294
validation[          , genome  2724] predictions:    9417/  10000 (94.17%), best:    9503/10000 (95.03%), error:      1931.44739, best error:      1659.35425 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 48.9587707520s, input_fired_time: 0.4500223696, output_fired_time: 0.4188821912, propagate_forward_time: 18.7540531158, propagate_backward_time: 27.2956218719, weight_update_time: 0.1037562490, other_time: 2.0401916504
epoch time: 4.1649928093s, input_fired_time: 0.0576797500, output_fired_time: 0.0000000000, propagate_forward_time: 3.7321374416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3751757145
validation[          , genome  2724] predictions:    9504/  10000 (95.04%), best:    9504/10000 (95.04%), error:      1652.81567, best error:      1652.81567 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 48.8721885681s, input_fired_time: 0.4506602287, output_fired_time: 0.4174049795, propagate_forward_time: 18.7352466583, propagate_backward_time: 27.2309379578, weight_update_time: 0.1033897921, other_time: 2.0379390717
epoch time: 4.1717000008s, input_fired_time: 0.0568741187, output_fired_time: 0.0000000000, propagate_forward_time: 3.7483949661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3664307594
validation[          , genome  2724] predictions:    9454/  10000 (94.54%), best:    9504/10000 (95.04%), error:      1854.12341, best error:      1652.81567 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 48.7831573486s, input_fired_time: 0.4471511543, output_fired_time: 0.4164483845, propagate_forward_time: 18.7484054565, propagate_backward_time: 27.1896400452, weight_update_time: 0.1015815437, other_time: 1.9815139771
epoch time: 4.1655778885s, input_fired_time: 0.0558481254, output_fired_time: 0.0000000000, propagate_forward_time: 3.7483632565, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3613665104
validation[          , genome  2724] predictions:    9419/  10000 (94.19%), best:    9504/10000 (95.04%), error:      1992.15759, best error:      1652.81567 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 48.8790359497s, input_fired_time: 0.4479396939, output_fired_time: 0.4171066582, propagate_forward_time: 18.7581691742, propagate_backward_time: 27.2641086578, weight_update_time: 0.1030868515, other_time: 1.9917106628
epoch time: 4.1756215096s, input_fired_time: 0.0567468144, output_fired_time: 0.0000000000, propagate_forward_time: 3.7544069290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3644676208
validation[          , genome  2724] predictions:    9494/  10000 (94.94%), best:    9504/10000 (95.04%), error:      1734.22314, best error:      1652.81567 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 48.8488502502s, input_fired_time: 0.4453190267, output_fired_time: 0.4183942378, propagate_forward_time: 18.7452964783, propagate_backward_time: 27.2548446655, weight_update_time: 0.1032992229, other_time: 1.9849929810
epoch time: 4.1652517319s, input_fired_time: 0.0567134880, output_fired_time: 0.0000000000, propagate_forward_time: 3.7492272854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3593108654
validation[          , genome  2724] predictions:    9474/  10000 (94.74%), best:    9504/10000 (95.04%), error:      1696.15833, best error:      1652.81567 on epoch:    52, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 48.9434852600s, input_fired_time: 0.4489311874, output_fired_time: 0.4211624861, propagate_forward_time: 18.7927360535, propagate_backward_time: 27.2874450684, weight_update_time: 0.1033402085, other_time: 1.9932098389
epoch time: 4.1779747009s, input_fired_time: 0.0584563017, output_fired_time: 0.0000000000, propagate_forward_time: 3.7577526569, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3617656231
validation[          , genome  2724] predictions:    9489/  10000 (94.89%), best:    9504/10000 (95.04%), error:      1705.90479, best error:      1652.81567 on epoch:    52, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 49.0766830444s, input_fired_time: 0.4501311779, output_fired_time: 0.4213375747, propagate_forward_time: 18.8426914215, propagate_backward_time: 27.3717746735, weight_update_time: 0.1037635803, other_time: 1.9907493591
epoch time: 4.1892342567s, input_fired_time: 0.0577976033, output_fired_time: 0.0000000000, propagate_forward_time: 3.7672853470, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3641514778
validation[          , genome  2724] predictions:    9490/  10000 (94.90%), best:    9504/10000 (95.04%), error:      1714.75122, best error:      1652.81567 on epoch:    52, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 48.8788642883s, input_fired_time: 0.4474783242, output_fired_time: 0.4173857570, propagate_forward_time: 18.7068271637, propagate_backward_time: 27.3255176544, weight_update_time: 0.1025474146, other_time: 1.9816551208
epoch time: 4.1804828644s, input_fired_time: 0.0568613112, output_fired_time: 0.0000000000, propagate_forward_time: 3.7607567310, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3628647327
validation[          , genome  2724] predictions:    9490/  10000 (94.90%), best:    9504/10000 (95.04%), error:      1717.55798, best error:      1652.81567 on epoch:    52, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 49.0097694397s, input_fired_time: 0.4527695775, output_fired_time: 0.4190189242, propagate_forward_time: 18.7838325500, propagate_backward_time: 27.3126964569, weight_update_time: 0.1048604846, other_time: 2.0414524078
epoch time: 4.1860609055s, input_fired_time: 0.0575836115, output_fired_time: 0.0000000000, propagate_forward_time: 3.7593050003, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3691720963
validation[          , genome  2724] predictions:    9477/  10000 (94.77%), best:    9504/10000 (95.04%), error:      1760.96411, best error:      1652.81567 on epoch:    52, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 49.0418052673s, input_fired_time: 0.4506826401, output_fired_time: 0.4208387733, propagate_forward_time: 18.8171443939, propagate_backward_time: 27.3589973450, weight_update_time: 0.1029515266, other_time: 1.9941425323
epoch time: 4.1856064796s, input_fired_time: 0.0569475703, output_fired_time: 0.0000000000, propagate_forward_time: 3.7658157349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3628430367
validation[          , genome  2724] predictions:    9511/  10000 (95.11%), best:    9504/10000 (95.04%), error:      1682.06726, best error:      1652.81567 on epoch:    52, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 48.8132438660s, input_fired_time: 0.4460322857, output_fired_time: 0.4153794050, propagate_forward_time: 18.6610012054, propagate_backward_time: 27.3085823059, weight_update_time: 0.1027446836, other_time: 1.9822483063
epoch time: 4.1602210999s, input_fired_time: 0.0581491925, output_fired_time: 0.0000000000, propagate_forward_time: 3.7393441200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3627276421
validation[          , genome  2724] predictions:    9481/  10000 (94.81%), best:    9504/10000 (95.04%), error:      1716.99329, best error:      1652.81567 on epoch:    52, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 48.8727493286s, input_fired_time: 0.4485521615, output_fired_time: 0.4160799086, propagate_forward_time: 18.7222995758, propagate_backward_time: 27.2863426208, weight_update_time: 0.1024465933, other_time: 1.9994754791
epoch time: 4.1691842079s, input_fired_time: 0.0589411147, output_fired_time: 0.0000000000, propagate_forward_time: 3.7421851158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3680582047
validation[          , genome  2724] predictions:    9512/  10000 (95.12%), best:    9512/10000 (95.12%), error:      1612.90320, best error:      1612.90320 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 48.8885040283s, input_fired_time: 0.4504247010, output_fired_time: 0.4176138341, propagate_forward_time: 18.7611351013, propagate_backward_time: 27.2745227814, weight_update_time: 0.1038105711, other_time: 1.9848079681
epoch time: 4.1520490646s, input_fired_time: 0.0578112714, output_fired_time: 0.0000000000, propagate_forward_time: 3.7312216759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3630161285
validation[          , genome  2724] predictions:    9489/  10000 (94.89%), best:    9512/10000 (95.12%), error:      1725.33618, best error:      1612.90320 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 48.9631309509s, input_fired_time: 0.4498326182, output_fired_time: 0.4184952080, propagate_forward_time: 18.7886734009, propagate_backward_time: 27.3184967041, weight_update_time: 0.1031731367, other_time: 1.9876327515
epoch time: 4.1665906906s, input_fired_time: 0.0564790256, output_fired_time: 0.0000000000, propagate_forward_time: 3.7488465309, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3612651825
validation[          , genome  2724] predictions:    9520/  10000 (95.20%), best:    9512/10000 (95.12%), error:      1626.28027, best error:      1612.90320 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 49.0103683472s, input_fired_time: 0.4495052695, output_fired_time: 0.4204925895, propagate_forward_time: 18.8222045898, propagate_backward_time: 27.3338871002, weight_update_time: 0.1034118906, other_time: 1.9842777252
epoch time: 4.1722869873s, input_fired_time: 0.0576506816, output_fired_time: 0.0000000000, propagate_forward_time: 3.7524158955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3622205257
validation[          , genome  2724] predictions:    9523/  10000 (95.23%), best:    9512/10000 (95.12%), error:      1641.64014, best error:      1612.90320 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 48.8633270264s, input_fired_time: 0.4518398643, output_fired_time: 0.4180372357, propagate_forward_time: 18.7611637115, propagate_backward_time: 27.2482166290, weight_update_time: 0.1030902788, other_time: 1.9840698242
epoch time: 4.1460208893s, input_fired_time: 0.0565857962, output_fired_time: 0.0000000000, propagate_forward_time: 3.7305824757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3588526249
validation[          , genome  2724] predictions:    9472/  10000 (94.72%), best:    9512/10000 (95.12%), error:      1787.85889, best error:      1612.90320 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 48.9145050049s, input_fired_time: 0.4512383938, output_fired_time: 0.4160919487, propagate_forward_time: 18.7470550537, propagate_backward_time: 27.2962665558, weight_update_time: 0.1036187112, other_time: 2.0038547516
epoch time: 4.1657986641s, input_fired_time: 0.0569317602, output_fired_time: 0.0000000000, propagate_forward_time: 3.7375631332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3713035583
validation[          , genome  2724] predictions:    9497/  10000 (94.97%), best:    9512/10000 (95.12%), error:      1681.56030, best error:      1612.90320 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 48.7126007080s, input_fired_time: 0.4523699582, output_fired_time: 0.4172478318, propagate_forward_time: 18.6701107025, propagate_backward_time: 27.1358737946, weight_update_time: 0.1041492596, other_time: 2.0369987488
epoch time: 4.1508440971s, input_fired_time: 0.0578638278, output_fired_time: 0.0000000000, propagate_forward_time: 3.7292695045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3637108803
validation[          , genome  2724] predictions:    9474/  10000 (94.74%), best:    9512/10000 (95.12%), error:      1785.99304, best error:      1612.90320 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 48.8106040955s, input_fired_time: 0.4528798461, output_fired_time: 0.4164760709, propagate_forward_time: 18.6827640533, propagate_backward_time: 27.2337055206, weight_update_time: 0.1034773588, other_time: 2.0247764587
epoch time: 4.1603970528s, input_fired_time: 0.0571551807, output_fired_time: 0.0000000000, propagate_forward_time: 3.7410066128, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3622353077
validation[          , genome  2724] predictions:    9486/  10000 (94.86%), best:    9512/10000 (95.12%), error:      1726.63318, best error:      1612.90320 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 48.9227638245s, input_fired_time: 0.4508496523, output_fired_time: 0.4166989923, propagate_forward_time: 18.7738666534, propagate_backward_time: 27.2840843201, weight_update_time: 0.1025521159, other_time: 1.9972629547
epoch time: 4.1744451523s, input_fired_time: 0.0571047701, output_fired_time: 0.0000000000, propagate_forward_time: 3.7560794353, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3612611294
validation[          , genome  2724] predictions:    9510/  10000 (95.10%), best:    9512/10000 (95.12%), error:      1640.37976, best error:      1612.90320 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 48.9000701904s, input_fired_time: 0.4533939958, output_fired_time: 0.4189474583, propagate_forward_time: 18.7203731537, propagate_backward_time: 27.2864151001, weight_update_time: 0.1040164009, other_time: 2.0209369659
epoch time: 4.1688146591s, input_fired_time: 0.0580078103, output_fired_time: 0.0000000000, propagate_forward_time: 3.7440073490, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3667995930
validation[          , genome  2724] predictions:    9500/  10000 (95.00%), best:    9512/10000 (95.12%), error:      1667.34814, best error:      1612.90320 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 48.9049148560s, input_fired_time: 0.4491254985, output_fired_time: 0.4172521234, propagate_forward_time: 18.7552223206, propagate_backward_time: 27.2946643829, weight_update_time: 0.1036938429, other_time: 1.9886493683
epoch time: 4.1875610352s, input_fired_time: 0.0569625199, output_fired_time: 0.0000000000, propagate_forward_time: 3.7679803371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3626182079
validation[          , genome  2724] predictions:    9507/  10000 (95.07%), best:    9512/10000 (95.12%), error:      1656.78625, best error:      1612.90320 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 48.8058967590s, input_fired_time: 0.4497562945, output_fired_time: 0.4127705991, propagate_forward_time: 18.6907424927, propagate_backward_time: 27.2359542847, weight_update_time: 0.1022518724, other_time: 2.0166740417
epoch time: 4.1661462784s, input_fired_time: 0.0574503504, output_fired_time: 0.0000000000, propagate_forward_time: 3.7435567379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3651392460
validation[          , genome  2724] predictions:    9515/  10000 (95.15%), best:    9512/10000 (95.12%), error:      1646.10144, best error:      1612.90320 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 48.9929847717s, input_fired_time: 0.4532298446, output_fired_time: 0.4201747775, propagate_forward_time: 18.7748470306, propagate_backward_time: 27.3225898743, weight_update_time: 0.1049578413, other_time: 2.0221462250
epoch time: 4.1833906174s, input_fired_time: 0.0576570593, output_fired_time: 0.0000000000, propagate_forward_time: 3.7650380135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3606953621
validation[          , genome  2724] predictions:    9517/  10000 (95.17%), best:    9512/10000 (95.12%), error:      1668.51807, best error:      1612.90320 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 48.8371963501s, input_fired_time: 0.4533509314, output_fired_time: 0.4178559184, propagate_forward_time: 18.7405948639, propagate_backward_time: 27.2263164520, weight_update_time: 0.1036521047, other_time: 1.9990806580
epoch time: 4.1773719788s, input_fired_time: 0.0566930063, output_fired_time: 0.0000000000, propagate_forward_time: 3.7599363327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3607425690
validation[          , genome  2724] predictions:    9516/  10000 (95.16%), best:    9512/10000 (95.12%), error:      1634.08508, best error:      1612.90320 on epoch:    63, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 48.9877510071s, input_fired_time: 0.4542800784, output_fired_time: 0.4184236526, propagate_forward_time: 18.7676849365, propagate_backward_time: 27.3199901581, weight_update_time: 0.1042287126, other_time: 2.0273723602
epoch time: 4.1885704994s, input_fired_time: 0.0577373989, output_fired_time: 0.0000000000, propagate_forward_time: 3.7629351616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3678979874
validation[          , genome  2724] predictions:    9513/  10000 (95.13%), best:    9512/10000 (95.12%), error:      1674.29065, best error:      1612.90320 on epoch:    63, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 48.8139190674s, input_fired_time: 0.4502185881, output_fired_time: 0.4207338691, propagate_forward_time: 18.7210597992, propagate_backward_time: 27.2296485901, weight_update_time: 0.1022069976, other_time: 1.9922580719
epoch time: 4.1616368294s, input_fired_time: 0.0576532371, output_fired_time: 0.0000000000, propagate_forward_time: 3.7406287193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3633546829
validation[          , genome  2724] predictions:    9513/  10000 (95.13%), best:    9512/10000 (95.12%), error:      1674.86194, best error:      1612.90320 on epoch:    63, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 49.0013771057s, input_fired_time: 0.4574431479, output_fired_time: 0.4192978442, propagate_forward_time: 18.7596530914, propagate_backward_time: 27.3230514526, weight_update_time: 0.1046284884, other_time: 2.0419330597
epoch time: 4.1803703308s, input_fired_time: 0.0571487248, output_fired_time: 0.0000000000, propagate_forward_time: 3.7557547092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3674666882
validation[          , genome  2724] predictions:    9444/  10000 (94.44%), best:    9512/10000 (95.12%), error:      1881.66052, best error:      1612.90320 on epoch:    63, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 48.8433647156s, input_fired_time: 0.4518839717, output_fired_time: 0.4209972024, propagate_forward_time: 18.7275066376, propagate_backward_time: 27.2406711578, weight_update_time: 0.1034474969, other_time: 2.0023040771
epoch time: 4.1571435928s, input_fired_time: 0.0568514802, output_fired_time: 0.0000000000, propagate_forward_time: 3.7430112362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3572809696
validation[          , genome  2724] predictions:    9514/  10000 (95.14%), best:    9512/10000 (95.12%), error:      1644.72473, best error:      1612.90320 on epoch:    63, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 48.8711051941s, input_fired_time: 0.4505765438, output_fired_time: 0.4177547395, propagate_forward_time: 18.7297706604, propagate_backward_time: 27.2903385162, weight_update_time: 0.1019144133, other_time: 1.9826641083
epoch time: 4.1705513000s, input_fired_time: 0.0577480644, output_fired_time: 0.0000000000, propagate_forward_time: 3.7514269352, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3613765240
validation[          , genome  2724] predictions:    9512/  10000 (95.12%), best:    9512/10000 (95.12%), error:      1665.77063, best error:      1612.90320 on epoch:    63, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 48.8185806274s, input_fired_time: 0.4539704919, output_fired_time: 0.4197143018, propagate_forward_time: 18.6714076996, propagate_backward_time: 27.2326602936, weight_update_time: 0.1035905629, other_time: 2.0408248901
epoch time: 4.1746802330s, input_fired_time: 0.0576194748, output_fired_time: 0.0000000000, propagate_forward_time: 3.7555074692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3615531921
validation[          , genome  2724] predictions:    9524/  10000 (95.24%), best:    9512/10000 (95.12%), error:      1632.59766, best error:      1612.90320 on epoch:    63, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 48.9411315918s, input_fired_time: 0.4553051293, output_fired_time: 0.4170424342, propagate_forward_time: 18.7417240143, propagate_backward_time: 27.2962703705, weight_update_time: 0.1037626565, other_time: 2.0307884216
epoch time: 4.1600279808s, input_fired_time: 0.0575203896, output_fired_time: 0.0000000000, propagate_forward_time: 3.7386524677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3638551235
validation[          , genome  2724] predictions:    9533/  10000 (95.33%), best:    9533/10000 (95.33%), error:      1606.56750, best error:      1606.56750 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 48.8265151978s, input_fired_time: 0.4497827888, output_fired_time: 0.4185166061, propagate_forward_time: 18.7367286682, propagate_backward_time: 27.2336559296, weight_update_time: 0.1032184437, other_time: 1.9878292084
epoch time: 4.1596140862s, input_fired_time: 0.0565746650, output_fired_time: 0.0000000000, propagate_forward_time: 3.7442586422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3587806225
validation[          , genome  2724] predictions:    9515/  10000 (95.15%), best:    9533/10000 (95.33%), error:      1658.80042, best error:      1606.56750 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 48.7820358276s, input_fired_time: 0.4583002329, output_fired_time: 0.4180892110, propagate_forward_time: 18.6847171783, propagate_backward_time: 27.1722583771, weight_update_time: 0.1043842286, other_time: 2.0486679077
epoch time: 4.1618251801s, input_fired_time: 0.0576742068, output_fired_time: 0.0000000000, propagate_forward_time: 3.7356028557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3685479164
validation[          , genome  2724] predictions:    9498/  10000 (94.98%), best:    9533/10000 (95.33%), error:      1676.36548, best error:      1606.56750 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 48.8814392090s, input_fired_time: 0.4528805017, output_fired_time: 0.4211864173, propagate_forward_time: 18.7359828949, propagate_backward_time: 27.2942333221, weight_update_time: 0.1030848101, other_time: 1.9771575928
epoch time: 4.1741046906s, input_fired_time: 0.0577860922, output_fired_time: 0.0000000000, propagate_forward_time: 3.7519450188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3643736839
validation[          , genome  2724] predictions:    9504/  10000 (95.04%), best:    9533/10000 (95.33%), error:      1678.88147, best error:      1606.56750 on epoch:    83, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 48.8799819946s, input_fired_time: 0.4557160735, output_fired_time: 0.4169147909, propagate_forward_time: 18.7304000854, propagate_backward_time: 27.2284774780, weight_update_time: 0.1032193676, other_time: 2.0484733582
epoch time: 4.1729292870s, input_fired_time: 0.0579607971, output_fired_time: 0.0000000000, propagate_forward_time: 3.7472913265, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3676769733
validation[          , genome  2724] predictions:    9505/  10000 (95.05%), best:    9533/10000 (95.33%), error:      1657.79272, best error:      1606.56750 on epoch:    83, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 48.9534683228s, input_fired_time: 0.4560632110, output_fired_time: 0.4195951521, propagate_forward_time: 18.7485904694, propagate_backward_time: 27.3018722534, weight_update_time: 0.1042048037, other_time: 2.0273494720
epoch time: 4.1718454361s, input_fired_time: 0.0588774532, output_fired_time: 0.0000000000, propagate_forward_time: 3.7459795475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3669884205
validation[          , genome  2724] predictions:    9496/  10000 (94.96%), best:    9533/10000 (95.33%), error:      1716.35962, best error:      1606.56750 on epoch:    83, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 48.8201179504s, input_fired_time: 0.4569393992, output_fired_time: 0.4149142206, propagate_forward_time: 18.6944370270, propagate_backward_time: 27.2143840790, weight_update_time: 0.1036738381, other_time: 2.0394439697
epoch time: 4.1635212898s, input_fired_time: 0.0570398197, output_fired_time: 0.0000000000, propagate_forward_time: 3.7428233624, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3636581898
validation[          , genome  2724] predictions:    9484/  10000 (94.84%), best:    9533/10000 (95.33%), error:      1767.91248, best error:      1606.56750 on epoch:    83, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 49.0621833801s, input_fired_time: 0.4551519156, output_fired_time: 0.4189202189, propagate_forward_time: 18.8066120148, propagate_backward_time: 27.3887615204, weight_update_time: 0.1034413651, other_time: 1.9927406311
epoch time: 4.1836991310s, input_fired_time: 0.0580159090, output_fired_time: 0.0000000000, propagate_forward_time: 3.7633118629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3623714447
validation[          , genome  2724] predictions:    9490/  10000 (94.90%), best:    9533/10000 (95.33%), error:      1752.64575, best error:      1606.56750 on epoch:    83, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 48.9064636230s, input_fired_time: 0.4551994801, output_fired_time: 0.4192213416, propagate_forward_time: 18.7336921692, propagate_backward_time: 27.2748241425, weight_update_time: 0.1039036661, other_time: 2.0235271454
epoch time: 4.1740126610s, input_fired_time: 0.0604357272, output_fired_time: 0.0000000000, propagate_forward_time: 3.7443575859, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3692193031
validation[          , genome  2724] predictions:    9438/  10000 (94.38%), best:    9533/10000 (95.33%), error:      1877.91333, best error:      1606.56750 on epoch:    83, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 48.9250030518s, input_fired_time: 0.4541251957, output_fired_time: 0.4200111628, propagate_forward_time: 18.7706737518, propagate_backward_time: 27.2906436920, weight_update_time: 0.1027417481, other_time: 1.9895515442
epoch time: 3.9408872128s, input_fired_time: 0.0560300685, output_fired_time: 0.0000000000, propagate_forward_time: 3.5394561291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3454010487
validation[          , genome  2724] predictions:    9535/  10000 (95.35%), best:    9533/10000 (95.33%), error:      1610.14648, best error:      1606.56750 on epoch:    83, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 48.6777076721s, input_fired_time: 0.4548997581, output_fired_time: 0.4145502746, propagate_forward_time: 18.6782531738, propagate_backward_time: 27.1507530212, weight_update_time: 0.1029912904, other_time: 1.9792518616
epoch time: 4.1715307236s, input_fired_time: 0.0574755557, output_fired_time: 0.0000000000, propagate_forward_time: 3.7523398399, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3617153168
validation[          , genome  2724] predictions:    9529/  10000 (95.29%), best:    9533/10000 (95.33%), error:      1691.59546, best error:      1606.56750 on epoch:    83, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 48.8337478638s, input_fired_time: 0.4502954781, output_fired_time: 0.4181552529, propagate_forward_time: 18.6792449951, propagate_backward_time: 27.3037128448, weight_update_time: 0.1017952710, other_time: 1.9823398590
epoch time: 4.1655521393s, input_fired_time: 0.0578241125, output_fired_time: 0.0000000000, propagate_forward_time: 3.7483751774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3593528271
validation[          , genome  2724] predictions:    9531/  10000 (95.31%), best:    9533/10000 (95.33%), error:      1614.20496, best error:      1606.56750 on epoch:    83, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 48.8515930176s, input_fired_time: 0.4553079307, output_fired_time: 0.4174255133, propagate_forward_time: 18.7135639191, propagate_backward_time: 27.2353630066, weight_update_time: 0.1041975096, other_time: 2.0299320221
epoch time: 4.1695942879s, input_fired_time: 0.0587552860, output_fired_time: 0.0000000000, propagate_forward_time: 3.7440743446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3667645454
validation[          , genome  2724] predictions:    9451/  10000 (94.51%), best:    9533/10000 (95.33%), error:      1834.12439, best error:      1606.56750 on epoch:    83, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 49.0966567993s, input_fired_time: 0.4590922296, output_fired_time: 0.4189017713, propagate_forward_time: 18.8163146973, propagate_backward_time: 27.3647766113, weight_update_time: 0.1038190871, other_time: 2.0375709534
epoch time: 4.1855711937s, input_fired_time: 0.0585156716, output_fired_time: 0.0000000000, propagate_forward_time: 3.7593030930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3677525520
validation[          , genome  2724] predictions:    9514/  10000 (95.14%), best:    9533/10000 (95.33%), error:      1685.19312, best error:      1606.56750 on epoch:    83, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 49.0089340210s, input_fired_time: 0.4560238123, output_fired_time: 0.4209419489, propagate_forward_time: 18.7975349426, propagate_backward_time: 27.3352661133, weight_update_time: 0.1033333912, other_time: 1.9991683960
epoch time: 4.1663894653s, input_fired_time: 0.0576784462, output_fired_time: 0.0000000000, propagate_forward_time: 3.7464122772, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3622989655
validation[          , genome  2724] predictions:    9530/  10000 (95.30%), best:    9533/10000 (95.33%), error:      1639.71606, best error:      1606.56750 on epoch:    83, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 49.0942573547s, input_fired_time: 0.4559932649, output_fired_time: 0.4192394614, propagate_forward_time: 18.8034610748, propagate_backward_time: 27.3930015564, weight_update_time: 0.1037122384, other_time: 2.0225620270
epoch time: 4.1803040504s, input_fired_time: 0.0591495633, output_fired_time: 0.0000000000, propagate_forward_time: 3.7525968552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3685574532
validation[          , genome  2724] predictions:    9512/  10000 (95.12%), best:    9533/10000 (95.33%), error:      1633.68896, best error:      1606.56750 on epoch:    83, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 49.0616455078s, input_fired_time: 0.4571580887, output_fired_time: 0.4228289723, propagate_forward_time: 18.8179817200, propagate_backward_time: 27.3506965637, weight_update_time: 0.1038656235, other_time: 2.0129814148
epoch time: 4.1758961678s, input_fired_time: 0.0588603802, output_fired_time: 0.0000000000, propagate_forward_time: 3.7482686043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3687672615
validation[          , genome  2724] predictions:    9497/  10000 (94.97%), best:    9533/10000 (95.33%), error:      1721.68127, best error:      1606.56750 on epoch:    83, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 48.7527847290s, input_fired_time: 0.4568128884, output_fired_time: 0.4160056114, propagate_forward_time: 18.6768207550, propagate_backward_time: 27.2164783478, weight_update_time: 0.1027523801, other_time: 1.9866676331
epoch time: 4.1486554146s, input_fired_time: 0.0583003797, output_fired_time: 0.0000000000, propagate_forward_time: 3.7331080437, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3572468758
validation[          , genome  2724] predictions:    9519/  10000 (95.19%), best:    9533/10000 (95.33%), error:      1633.88171, best error:      1606.56750 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: 20.8278522491s, input_fired_time: 0.2883913219, output_fired_time: 0.0000000000, propagate_forward_time: 18.6835651398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8558959961
best training[          , genome  2724] predictions:   48446/  50000 (96.89%), best:    9533/10000 (95.33%), error:      5499.81689, best error:      1606.56750 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: 4.1603388786s, input_fired_time: 0.0578194186, output_fired_time: 0.0000000000, propagate_forward_time: 3.7451965809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3573229313
   testing[          , genome  2724] predictions:    9616/  10000 (96.16%), best:    9533/10000 (95.33%), error:      1365.46033, best error:      1606.56750 on epoch:    83, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
10:47:02 (2548): called boinc_finish(0)

</stderr_txt>
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