Nameexact_genome_1512568488_43_1732_1
Workunit2579958
Created6 Dec 2017, 20:34:23 UTC
Sent6 Dec 2017, 20:37:26 UTC
Report deadline9 Dec 2017, 19:22:01 UTC
Received7 Dec 2017, 22:57:02 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time1 hours 15 min 25 sec
CPU time1 hours 15 min 20 sec
Validate stateValid
Credit736.91
Device peak FLOPS3.78 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size148.73 MB
Peak swap size150.48 MB
Peak disk usage0.92 MB

Stderr output

<core_client_version>7.6.31</core_client_version>
<![CDATA[
<stderr_txt>
, epoch:   13/100, mu: 0.7384625077, learning_rate: 0.0064167744, weight_decay: 0.0002566710

epoch time: 40.3756141663s, input_fired_time: 0.3397957087, output_fired_time: 0.2302151322, propagate_forward_time: 16.5887508392, propagate_backward_time: 21.6681728363, weight_update_time: 0.0668151453, other_time: 1.5486793518
epoch time: 3.5702927113s, input_fired_time: 0.0373088457, output_fired_time: 0.0000000000, propagate_forward_time: 3.2666721344, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2663116455
validation[          , genome  1732] predictions:    9465/  10000 (94.65%), best:    9465/10000 (94.65%), error:      1877.77393, best error:      1877.77393 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 43.8164138794s, input_fired_time: 0.3560156524, output_fired_time: 0.2452784777, propagate_forward_time: 18.1468601227, propagate_backward_time: 23.4181308746, weight_update_time: 0.0722085983, other_time: 1.6501312256
epoch time: 4.2575721741s, input_fired_time: 0.0447266549, output_fired_time: 0.0000000000, propagate_forward_time: 3.8973913193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3154540062
validation[          , genome  1732] predictions:    9425/  10000 (94.25%), best:    9465/10000 (94.65%), error:      1941.13159, best error:      1877.77393 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 44.4193572998s, input_fired_time: 0.3624801934, output_fired_time: 0.2488331199, propagate_forward_time: 18.4209423065, propagate_backward_time: 23.6988716125, weight_update_time: 0.0729662403, other_time: 1.6882305145
epoch time: 3.3515961170s, input_fired_time: 0.0358274393, output_fired_time: 0.0000000000, propagate_forward_time: 3.0578756332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2578930855
validation[          , genome  1732] predictions:    9442/  10000 (94.42%), best:    9465/10000 (94.65%), error:      1958.29700, best error:      1877.77393 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 37.5025291443s, input_fired_time: 0.3311409652, output_fired_time: 0.2157501727, propagate_forward_time: 15.4013261795, propagate_backward_time: 20.0713653564, weight_update_time: 0.0638194457, other_time: 1.4829444885
epoch time: 3.8082859516s, input_fired_time: 0.0427365750, output_fired_time: 0.0000000000, propagate_forward_time: 3.4691216946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2964277267
validation[          , genome  1732] predictions:    9443/  10000 (94.43%), best:    9465/10000 (94.65%), error:      1954.27588, best error:      1877.77393 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 37.8683357239s, input_fired_time: 0.3339456022, output_fired_time: 0.2184623182, propagate_forward_time: 15.4605646133, propagate_backward_time: 20.3464717865, weight_update_time: 0.0647885576, other_time: 1.5088901520
epoch time: 4.6242303848s, input_fired_time: 0.0478023738, output_fired_time: 0.0000000000, propagate_forward_time: 4.2350940704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3413338661
validation[          , genome  1732] predictions:    9435/  10000 (94.35%), best:    9465/10000 (94.65%), error:      1885.91565, best error:      1877.77393 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 41.4455986023s, input_fired_time: 0.3503468037, output_fired_time: 0.2353212535, propagate_forward_time: 17.0915279388, propagate_backward_time: 22.1641159058, weight_update_time: 0.0694565028, other_time: 1.6042881012
epoch time: 3.3681287766s, input_fired_time: 0.0367359146, output_fired_time: 0.0000000000, propagate_forward_time: 3.0722513199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2591414452
validation[          , genome  1732] predictions:    9473/  10000 (94.73%), best:    9473/10000 (94.73%), error:      1852.59912, best error:      1852.59912 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 40.5086174011s, input_fired_time: 0.3407762051, output_fired_time: 0.2275420129, propagate_forward_time: 16.7363891602, propagate_backward_time: 21.6693420410, weight_update_time: 0.0668003336, other_time: 1.5345687866
epoch time: 3.3712399006s, input_fired_time: 0.0371536389, output_fired_time: 0.0000000000, propagate_forward_time: 3.0746462345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2594399452
validation[          , genome  1732] predictions:    9408/  10000 (94.08%), best:    9473/10000 (94.73%), error:      2019.83899, best error:      1852.59912 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 47.5673751831s, input_fired_time: 0.3769718111, output_fired_time: 0.2641838193, propagate_forward_time: 19.7962055206, propagate_backward_time: 25.3463115692, weight_update_time: 0.0782492086, other_time: 1.7837028503
epoch time: 3.8680982590s, input_fired_time: 0.0407521203, output_fired_time: 0.0000000000, propagate_forward_time: 3.5388722420, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2884738445
validation[          , genome  1732] predictions:    9430/  10000 (94.30%), best:    9473/10000 (94.73%), error:      1942.04565, best error:      1852.59912 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 40.4528121948s, input_fired_time: 0.3473390043, output_fired_time: 0.2294388413, propagate_forward_time: 16.6569213867, propagate_backward_time: 21.6318340302, weight_update_time: 0.0685902536, other_time: 1.5872783661
epoch time: 4.6211509705s, input_fired_time: 0.0465433635, output_fired_time: 0.0000000000, propagate_forward_time: 4.2348375320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3397698402
validation[          , genome  1732] predictions:    9375/  10000 (93.75%), best:    9473/10000 (94.73%), error:      2058.50732, best error:      1852.59912 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 40.2391738892s, input_fired_time: 0.3375471234, output_fired_time: 0.2276832163, propagate_forward_time: 16.5595493317, propagate_backward_time: 21.5888729095, weight_update_time: 0.0663928986, other_time: 1.5255203247
epoch time: 3.8859007359s, input_fired_time: 0.0413023718, output_fired_time: 0.0000000000, propagate_forward_time: 3.5539715290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2906267643
validation[          , genome  1732] predictions:    9403/  10000 (94.03%), best:    9473/10000 (94.73%), error:      2070.63037, best error:      1852.59912 on epoch:    19, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 46.2046432495s, input_fired_time: 0.3733100593, output_fired_time: 0.2573311031, propagate_forward_time: 19.1438674927, propagate_backward_time: 24.6687736511, weight_update_time: 0.0767650455, other_time: 1.7613601685
epoch time: 3.5472083092s, input_fired_time: 0.0374106653, output_fired_time: 0.0000000000, propagate_forward_time: 3.2422695160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2675280571
validation[          , genome  1732] predictions:    9473/  10000 (94.73%), best:    9473/10000 (94.73%), error:      1847.04114, best error:      1847.04114 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 41.4251022339s, input_fired_time: 0.3455569148, output_fired_time: 0.2340875566, propagate_forward_time: 17.1310653687, propagate_backward_time: 22.1537475586, weight_update_time: 0.0681363642, other_time: 1.5606422424
epoch time: 4.6122784615s, input_fired_time: 0.0467076451, output_fired_time: 0.0000000000, propagate_forward_time: 4.2291784286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3363924026
validation[          , genome  1732] predictions:    9462/  10000 (94.62%), best:    9473/10000 (94.73%), error:      1849.25403, best error:      1847.04114 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 46.1642570496s, input_fired_time: 0.3714768589, output_fired_time: 0.2564871907, propagate_forward_time: 19.1719074249, propagate_backward_time: 24.6355972290, weight_update_time: 0.0760337114, other_time: 1.7287883759
epoch time: 3.3643772602s, input_fired_time: 0.0363299362, output_fired_time: 0.0000000000, propagate_forward_time: 3.0723519325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2556953430
validation[          , genome  1732] predictions:    9448/  10000 (94.48%), best:    9473/10000 (94.73%), error:      1867.46887, best error:      1847.04114 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 39.4818038940s, input_fired_time: 0.3350728452, output_fired_time: 0.2238556743, propagate_forward_time: 16.3091182709, propagate_backward_time: 21.1171302795, weight_update_time: 0.0653402060, other_time: 1.4966297150
epoch time: 3.5637500286s, input_fired_time: 0.0369138531, output_fired_time: 0.0000000000, propagate_forward_time: 3.2579851151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2688510418
validation[          , genome  1732] predictions:    9442/  10000 (94.42%), best:    9473/10000 (94.73%), error:      1913.24426, best error:      1847.04114 on epoch:    24, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 39.8690490723s, input_fired_time: 0.3443241715, output_fired_time: 0.2269996405, propagate_forward_time: 16.4670810699, propagate_backward_time: 21.2584342957, weight_update_time: 0.0679419935, other_time: 1.5722064972
epoch time: 3.5504567623s, input_fired_time: 0.0389464051, output_fired_time: 0.0000000000, propagate_forward_time: 3.2401266098, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2713837624
validation[          , genome  1732] predictions:    9496/  10000 (94.96%), best:    9496/10000 (94.96%), error:      1789.67651, best error:      1789.67651 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 43.8175697327s, input_fired_time: 0.3658778071, output_fired_time: 0.2439855933, propagate_forward_time: 18.1352176666, propagate_backward_time: 23.3642692566, weight_update_time: 0.0744211301, other_time: 1.7082195282
epoch time: 3.1857128143s, input_fired_time: 0.0362229981, output_fired_time: 0.0000000000, propagate_forward_time: 2.9026918411, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2467980385
validation[          , genome  1732] predictions:    9477/  10000 (94.77%), best:    9496/10000 (94.96%), error:      1844.17603, best error:      1789.67651 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 36.0507774353s, input_fired_time: 0.3260418773, output_fired_time: 0.2104756236, propagate_forward_time: 14.8593816757, propagate_backward_time: 19.2226619720, weight_update_time: 0.0615935475, other_time: 1.4322147369
epoch time: 3.1221146584s, input_fired_time: 0.0347955488, output_fired_time: 0.0000000000, propagate_forward_time: 2.8426854610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2446336746
validation[          , genome  1732] predictions:    9482/  10000 (94.82%), best:    9496/10000 (94.96%), error:      1847.77954, best error:      1789.67651 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 36.4345054626s, input_fired_time: 0.3270443380, output_fired_time: 0.2093268037, propagate_forward_time: 14.9972324371, propagate_backward_time: 19.4549942017, weight_update_time: 0.0626325682, other_time: 1.4459056854
epoch time: 4.6131892204s, input_fired_time: 0.0485988036, output_fired_time: 0.0000000000, propagate_forward_time: 4.2233018875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3412885666
validation[          , genome  1732] predictions:    9475/  10000 (94.75%), best:    9496/10000 (94.96%), error:      1847.09778, best error:      1789.67651 on epoch:    28, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 40.9414329529s, input_fired_time: 0.3446603715, output_fired_time: 0.2305460870, propagate_forward_time: 16.8770294189, propagate_backward_time: 21.9221477509, weight_update_time: 0.0681817606, other_time: 1.5670490265
epoch time: 3.4297406673s, input_fired_time: 0.0365912393, output_fired_time: 0.0000000000, propagate_forward_time: 3.1327300072, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2604193687
validation[          , genome  1732] predictions:    9479/  10000 (94.79%), best:    9496/10000 (94.96%), error:      1803.12061, best error:      1789.67651 on epoch:    28, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 40.6868209839s, input_fired_time: 0.3407334089, output_fired_time: 0.2288673520, propagate_forward_time: 16.7222728729, propagate_backward_time: 21.8569755554, weight_update_time: 0.0667009279, other_time: 1.5379734039
epoch time: 4.6232519150s, input_fired_time: 0.0469667986, output_fired_time: 0.0000000000, propagate_forward_time: 4.2344808578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3418040276
validation[          , genome  1732] predictions:    9463/  10000 (94.63%), best:    9496/10000 (94.96%), error:      1904.39929, best error:      1789.67651 on epoch:    28, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 42.3138008118s, input_fired_time: 0.3509710431, output_fired_time: 0.2386054397, propagate_forward_time: 17.5355415344, propagate_backward_time: 22.5436363220, weight_update_time: 0.0694600642, other_time: 1.6450462341
epoch time: 4.6378040314s, input_fired_time: 0.0478221551, output_fired_time: 0.0000000000, propagate_forward_time: 4.2489337921, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3410482407
validation[          , genome  1732] predictions:    9493/  10000 (94.93%), best:    9496/10000 (94.96%), error:      1806.29858, best error:      1789.67651 on epoch:    28, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 45.6828727722s, input_fired_time: 0.3694785535, output_fired_time: 0.2535938919, propagate_forward_time: 18.9510822296, propagate_backward_time: 24.3915119171, weight_update_time: 0.0749219060, other_time: 1.7172050476
epoch time: 3.8691627979s, input_fired_time: 0.0409821421, output_fired_time: 0.0000000000, propagate_forward_time: 3.5319926739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2961878777
validation[          , genome  1732] predictions:    9487/  10000 (94.87%), best:    9496/10000 (94.96%), error:      1843.00671, best error:      1789.67651 on epoch:    28, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 41.4497604370s, input_fired_time: 0.3468286693, output_fired_time: 0.2347257435, propagate_forward_time: 17.1135311127, propagate_backward_time: 22.1578998566, weight_update_time: 0.0680199564, other_time: 1.5967750549
epoch time: 3.5211393833s, input_fired_time: 0.0376750492, output_fired_time: 0.0000000000, propagate_forward_time: 3.2089197636, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2745444775
validation[          , genome  1732] predictions:    9468/  10000 (94.68%), best:    9496/10000 (94.96%), error:      1807.70850, best error:      1789.67651 on epoch:    28, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 44.2562980652s, input_fired_time: 0.3631199002, output_fired_time: 0.2472961843, propagate_forward_time: 18.3071365356, propagate_backward_time: 23.6554889679, weight_update_time: 0.0727763698, other_time: 1.6832561493
epoch time: 3.8401784897s, input_fired_time: 0.0406124517, output_fired_time: 0.0000000000, propagate_forward_time: 3.5055253506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2940406799
validation[          , genome  1732] predictions:    9461/  10000 (94.61%), best:    9496/10000 (94.96%), error:      1848.07642, best error:      1789.67651 on epoch:    28, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 37.2681694031s, input_fired_time: 0.3336838782, output_fired_time: 0.2161345482, propagate_forward_time: 15.2819576263, propagate_backward_time: 19.9391803741, weight_update_time: 0.0641434565, other_time: 1.4972152710
epoch time: 3.1284284592s, input_fired_time: 0.0357338376, output_fired_time: 0.0000000000, propagate_forward_time: 2.8479745388, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2447199821
validation[          , genome  1732] predictions:    9461/  10000 (94.61%), best:    9496/10000 (94.96%), error:      1819.14807, best error:      1789.67651 on epoch:    28, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 43.5527648926s, input_fired_time: 0.3572899103, output_fired_time: 0.2448852211, propagate_forward_time: 18.0170440674, propagate_backward_time: 23.2729110718, weight_update_time: 0.0716917813, other_time: 1.6606369019
epoch time: 4.6122860909s, input_fired_time: 0.0465265997, output_fired_time: 0.0000000000, propagate_forward_time: 4.2303113937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3354482651
validation[          , genome  1732] predictions:    9484/  10000 (94.84%), best:    9496/10000 (94.96%), error:      1804.96484, best error:      1789.67651 on epoch:    28, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 46.1705970764s, input_fired_time: 0.3765818775, output_fired_time: 0.2573470771, propagate_forward_time: 19.1915607452, propagate_backward_time: 24.5929565430, weight_update_time: 0.0757468417, other_time: 1.7521495819
epoch time: 3.5190222263s, input_fired_time: 0.0381575935, output_fired_time: 0.0000000000, propagate_forward_time: 3.2080478668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2728166580
validation[          , genome  1732] predictions:    9463/  10000 (94.63%), best:    9496/10000 (94.96%), error:      1870.87524, best error:      1789.67651 on epoch:    28, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 47.1055870056s, input_fired_time: 0.3777999878, output_fired_time: 0.2612816691, propagate_forward_time: 19.5848598480, propagate_backward_time: 25.1135749817, weight_update_time: 0.0773454979, other_time: 1.7680721283
epoch time: 4.6329584122s, input_fired_time: 0.0459203906, output_fired_time: 0.0000000000, propagate_forward_time: 4.2529611588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3340768814
validation[          , genome  1732] predictions:    9501/  10000 (95.01%), best:    9501/10000 (95.01%), error:      1743.69031, best error:      1743.69031 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 45.0594329834s, input_fired_time: 0.3713991344, output_fired_time: 0.2504867315, propagate_forward_time: 18.7026119232, propagate_backward_time: 24.0433940887, weight_update_time: 0.0737216026, other_time: 1.6915397644
epoch time: 4.2956194878s, input_fired_time: 0.0437771603, output_fired_time: 0.0000000000, propagate_forward_time: 3.9273509979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3244915009
validation[          , genome  1732] predictions:    9476/  10000 (94.76%), best:    9501/10000 (95.01%), error:      1795.36975, best error:      1743.69031 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 45.0587844849s, input_fired_time: 0.3698282242, output_fired_time: 0.2522647679, propagate_forward_time: 18.6409530640, propagate_backward_time: 24.0853786469, weight_update_time: 0.0746089220, other_time: 1.7103595734
epoch time: 4.5000853539s, input_fired_time: 0.0469283015, output_fired_time: 0.0000000000, propagate_forward_time: 4.1190786362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3340783119
validation[          , genome  1732] predictions:    9458/  10000 (94.58%), best:    9501/10000 (95.01%), error:      1894.94519, best error:      1743.69031 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 39.0880317688s, input_fired_time: 0.3428531885, output_fired_time: 0.2210343778, propagate_forward_time: 16.1174125671, propagate_backward_time: 20.8612804413, weight_update_time: 0.0670680106, other_time: 1.5454502106
epoch time: 3.6248528957s, input_fired_time: 0.0400910154, output_fired_time: 0.0000000000, propagate_forward_time: 3.3100650311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2746968269
validation[          , genome  1732] predictions:    9500/  10000 (95.00%), best:    9500/10000 (95.00%), error:      1730.09045, best error:      1730.09045 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 38.5207786560s, input_fired_time: 0.3413214386, output_fired_time: 0.2195764631, propagate_forward_time: 15.9026107788, propagate_backward_time: 20.5049457550, weight_update_time: 0.0663785115, other_time: 1.5523242950
epoch time: 3.1451785564s, input_fired_time: 0.0358475447, output_fired_time: 0.0000000000, propagate_forward_time: 2.8616542816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2476768494
validation[          , genome  1732] predictions:    9480/  10000 (94.80%), best:    9500/10000 (95.00%), error:      1779.57471, best error:      1730.09045 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 43.4210891724s, input_fired_time: 0.3625400066, output_fired_time: 0.2449550033, propagate_forward_time: 17.9186573029, propagate_backward_time: 23.1935901642, weight_update_time: 0.0725443512, other_time: 1.7013473511
epoch time: 3.2017824650s, input_fired_time: 0.0361842364, output_fired_time: 0.0000000000, propagate_forward_time: 2.9204597473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2451384068
validation[          , genome  1732] predictions:    9507/  10000 (95.07%), best:    9500/10000 (95.00%), error:      1766.39917, best error:      1730.09045 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 35.6961936951s, input_fired_time: 0.3235358894, output_fired_time: 0.2069476098, propagate_forward_time: 14.6016511917, propagate_backward_time: 19.1439113617, weight_update_time: 0.0613951534, other_time: 1.4201488495
epoch time: 3.1917283535s, input_fired_time: 0.0355615541, output_fired_time: 0.0000000000, propagate_forward_time: 2.9100718498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2460949421
validation[          , genome  1732] predictions:    9483/  10000 (94.83%), best:    9500/10000 (95.00%), error:      1770.81604, best error:      1730.09045 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 35.4395561218s, input_fired_time: 0.3254855871, output_fired_time: 0.2063696682, propagate_forward_time: 14.5368223190, propagate_backward_time: 18.9436683655, weight_update_time: 0.0610723607, other_time: 1.4272079468
epoch time: 3.5034325123s, input_fired_time: 0.0399391241, output_fired_time: 0.0000000000, propagate_forward_time: 3.1886677742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2748255730
validation[          , genome  1732] predictions:    9489/  10000 (94.89%), best:    9500/10000 (95.00%), error:      1786.03711, best error:      1730.09045 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 37.6399497986s, input_fired_time: 0.3340166509, output_fired_time: 0.2156371921, propagate_forward_time: 15.3777074814, propagate_backward_time: 20.2154483795, weight_update_time: 0.0647820532, other_time: 1.4971408844
epoch time: 4.5527920723s, input_fired_time: 0.0464431830, output_fired_time: 0.0000000000, propagate_forward_time: 4.1739544868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3323945999
validation[          , genome  1732] predictions:    9460/  10000 (94.60%), best:    9500/10000 (95.00%), error:      1864.08997, best error:      1730.09045 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 46.4959716797s, input_fired_time: 0.3805523515, output_fired_time: 0.2600466609, propagate_forward_time: 19.3264293671, propagate_backward_time: 24.7680988312, weight_update_time: 0.0770055354, other_time: 1.7608413696
epoch time: 3.6680505276s, input_fired_time: 0.0390929580, output_fired_time: 0.0000000000, propagate_forward_time: 3.3524668217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2764906883
validation[          , genome  1732] predictions:    9506/  10000 (95.06%), best:    9500/10000 (95.00%), error:      1745.27966, best error:      1730.09045 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 39.2685623169s, input_fired_time: 0.3425666988, output_fired_time: 0.2243915200, propagate_forward_time: 16.1444587708, propagate_backward_time: 21.0279026031, weight_update_time: 0.0656455457, other_time: 1.5292415619
epoch time: 3.2456600666s, input_fired_time: 0.0374718271, output_fired_time: 0.0000000000, propagate_forward_time: 2.9565613270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2516269684
validation[          , genome  1732] predictions:    9452/  10000 (94.52%), best:    9500/10000 (95.00%), error:      1861.53052, best error:      1730.09045 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 36.4724349976s, input_fired_time: 0.3285332024, output_fired_time: 0.2097840309, propagate_forward_time: 14.8465662003, propagate_backward_time: 19.6277675629, weight_update_time: 0.0631431416, other_time: 1.4597835541
epoch time: 4.0385599136s, input_fired_time: 0.0432590097, output_fired_time: 0.0000000000, propagate_forward_time: 3.6885719299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3067290783
validation[          , genome  1732] predictions:    9491/  10000 (94.91%), best:    9500/10000 (95.00%), error:      1743.23694, best error:      1730.09045 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 37.7742843628s, input_fired_time: 0.3354735374, output_fired_time: 0.2169462740, propagate_forward_time: 15.4148044586, propagate_backward_time: 20.3280868530, weight_update_time: 0.0642892644, other_time: 1.4789752960
epoch time: 3.2525563240s, input_fired_time: 0.0375318117, output_fired_time: 0.0000000000, propagate_forward_time: 2.9629104137, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2521140575
validation[          , genome  1732] predictions:    9480/  10000 (94.80%), best:    9500/10000 (95.00%), error:      1804.59644, best error:      1730.09045 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 42.5810661316s, input_fired_time: 0.3607454300, output_fired_time: 0.2396826148, propagate_forward_time: 17.5954418182, propagate_backward_time: 22.7546672821, weight_update_time: 0.0709149092, other_time: 1.6305313110
epoch time: 4.3761425018s, input_fired_time: 0.0449766703, output_fired_time: 0.0000000000, propagate_forward_time: 4.0106134415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3205523491
validation[          , genome  1732] predictions:    9482/  10000 (94.82%), best:    9500/10000 (95.00%), error:      1755.25330, best error:      1730.09045 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 49.2253494263s, input_fired_time: 0.3933467567, output_fired_time: 0.2697999477, propagate_forward_time: 20.5112152100, propagate_backward_time: 26.2120075226, weight_update_time: 0.0811583027, other_time: 1.8389835358
epoch time: 3.6179139614s, input_fired_time: 0.0408612639, output_fired_time: 0.0000000000, propagate_forward_time: 3.2972497940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2798027992
validation[          , genome  1732] predictions:    9503/  10000 (95.03%), best:    9500/10000 (95.00%), error:      1736.22009, best error:      1730.09045 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 49.0055618286s, input_fired_time: 0.3895788193, output_fired_time: 0.2708870173, propagate_forward_time: 20.4068489075, propagate_backward_time: 26.1215801239, weight_update_time: 0.0799723119, other_time: 1.8166675568
epoch time: 4.3178176880s, input_fired_time: 0.0458654501, output_fired_time: 0.0000000000, propagate_forward_time: 3.9532301426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3187220097
validation[          , genome  1732] predictions:    9490/  10000 (94.90%), best:    9500/10000 (95.00%), error:      1775.34094, best error:      1730.09045 on epoch:    44, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 45.1632728577s, input_fired_time: 0.3761269450, output_fired_time: 0.2518295646, propagate_forward_time: 18.6668796539, propagate_backward_time: 24.1323585510, weight_update_time: 0.0758559331, other_time: 1.7360782623
epoch time: 3.2008843422s, input_fired_time: 0.0369736962, output_fired_time: 0.0000000000, propagate_forward_time: 2.9123868942, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2515237331
validation[          , genome  1732] predictions:    9481/  10000 (94.81%), best:    9500/10000 (95.00%), error:      1779.13733, best error:      1730.09045 on epoch:    44, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 37.7243843079s, input_fired_time: 0.3381955922, output_fired_time: 0.2178383172, propagate_forward_time: 15.4236669540, propagate_backward_time: 20.2391510010, weight_update_time: 0.0647412017, other_time: 1.5055313110
epoch time: 4.6197552681s, input_fired_time: 0.0490519926, output_fired_time: 0.0000000000, propagate_forward_time: 4.2301044464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3405990601
validation[          , genome  1732] predictions:    9449/  10000 (94.49%), best:    9500/10000 (95.00%), error:      1942.44336, best error:      1730.09045 on epoch:    44, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 48.6876373291s, input_fired_time: 0.3923472762, output_fired_time: 0.2685065567, propagate_forward_time: 20.2279415131, propagate_backward_time: 25.9693317413, weight_update_time: 0.0807120129, other_time: 1.8295135498
epoch time: 3.1058354378s, input_fired_time: 0.0372610837, output_fired_time: 0.0000000000, propagate_forward_time: 2.8194677830, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2491066456
validation[          , genome  1732] predictions:    9501/  10000 (95.01%), best:    9500/10000 (95.00%), error:      1734.61572, best error:      1730.09045 on epoch:    44, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 35.8559951782s, input_fired_time: 0.3274673223, output_fired_time: 0.2083654106, propagate_forward_time: 14.5550975800, propagate_backward_time: 19.3345146179, weight_update_time: 0.0616066940, other_time: 1.4305477142
epoch time: 3.1061251163s, input_fired_time: 0.0360174216, output_fired_time: 0.0000000000, propagate_forward_time: 2.8252787590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2448289394
validation[          , genome  1732] predictions:    9511/  10000 (95.11%), best:    9500/10000 (95.00%), error:      1732.49707, best error:      1730.09045 on epoch:    44, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 36.5161819458s, input_fired_time: 0.3333017528, output_fired_time: 0.2102235854, propagate_forward_time: 14.9659786224, propagate_backward_time: 19.5325641632, weight_update_time: 0.0633083433, other_time: 1.4741134644
epoch time: 4.0016655922s, input_fired_time: 0.0434146188, output_fired_time: 0.0000000000, propagate_forward_time: 3.6577119827, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3005390167
validation[          , genome  1732] predictions:    9495/  10000 (94.95%), best:    9500/10000 (95.00%), error:      1757.52502, best error:      1730.09045 on epoch:    44, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 40.3572654724s, input_fired_time: 0.3485551476, output_fired_time: 0.2287124991, propagate_forward_time: 16.5944061279, propagate_backward_time: 21.6305885315, weight_update_time: 0.0672234073, other_time: 1.5550003052
epoch time: 4.6232109070s, input_fired_time: 0.0470941216, output_fired_time: 0.0000000000, propagate_forward_time: 4.2417631149, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3343534470
validation[          , genome  1732] predictions:    9474/  10000 (94.74%), best:    9500/10000 (95.00%), error:      1752.89343, best error:      1730.09045 on epoch:    44, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 44.4166412354s, input_fired_time: 0.3702540100, output_fired_time: 0.2492313683, propagate_forward_time: 18.4778900146, propagate_backward_time: 23.6315040588, weight_update_time: 0.0736467689, other_time: 1.6877593994
epoch time: 4.6250438690s, input_fired_time: 0.0483674332, output_fired_time: 0.0000000000, propagate_forward_time: 4.2342681885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3424081802
validation[          , genome  1732] predictions:    9511/  10000 (95.11%), best:    9500/10000 (95.00%), error:      1748.66003, best error:      1730.09045 on epoch:    44, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 41.5997390747s, input_fired_time: 0.3533843160, output_fired_time: 0.2348523289, propagate_forward_time: 17.1795387268, propagate_backward_time: 22.2096786499, weight_update_time: 0.0687390491, other_time: 1.6222839355
epoch time: 3.2430443764s, input_fired_time: 0.0364481583, output_fired_time: 0.0000000000, propagate_forward_time: 2.9585514069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2480447292
validation[          , genome  1732] predictions:    9492/  10000 (94.92%), best:    9500/10000 (95.00%), error:      1750.91882, best error:      1730.09045 on epoch:    44, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 43.0641860962s, input_fired_time: 0.3606427610, output_fired_time: 0.2418303490, propagate_forward_time: 17.8451843262, propagate_backward_time: 22.9758281708, weight_update_time: 0.0712396502, other_time: 1.6407032013
epoch time: 3.6433029175s, input_fired_time: 0.0395231098, output_fired_time: 0.0000000000, propagate_forward_time: 3.3279850483, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2757947445
validation[          , genome  1732] predictions:    9517/  10000 (95.17%), best:    9517/10000 (95.17%), error:      1711.21924, best error:      1711.21924 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 39.8659095764s, input_fired_time: 0.3444679379, output_fired_time: 0.2271689475, propagate_forward_time: 16.3226585388, propagate_backward_time: 21.4142627716, weight_update_time: 0.0652878433, other_time: 1.5573520660
epoch time: 3.4598324299s, input_fired_time: 0.0380409323, output_fired_time: 0.0000000000, propagate_forward_time: 3.1481726170, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2736189365
validation[          , genome  1732] predictions:    9480/  10000 (94.80%), best:    9517/10000 (95.17%), error:      1786.15906, best error:      1711.21924 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 44.3580932617s, input_fired_time: 0.3685736060, output_fired_time: 0.2489618063, propagate_forward_time: 18.3572292328, propagate_backward_time: 23.7088966370, weight_update_time: 0.0728811175, other_time: 1.6744327545
epoch time: 4.2365050316s, input_fired_time: 0.0455073342, output_fired_time: 0.0000000000, propagate_forward_time: 3.8756644726, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3153331280
validation[          , genome  1732] predictions:    9498/  10000 (94.98%), best:    9517/10000 (95.17%), error:      1735.49243, best error:      1711.21924 on epoch:    65, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 42.3522567749s, input_fired_time: 0.3584387004, output_fired_time: 0.2384310663, propagate_forward_time: 17.5005207062, propagate_backward_time: 22.6401214600, weight_update_time: 0.0697223097, other_time: 1.6147441864
epoch time: 3.6401705742s, input_fired_time: 0.0397955216, output_fired_time: 0.0000000000, propagate_forward_time: 3.3235321045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2768428326
validation[          , genome  1732] predictions:    9493/  10000 (94.93%), best:    9517/10000 (95.17%), error:      1733.95386, best error:      1711.21924 on epoch:    65, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 39.9159622192s, input_fired_time: 0.3471762240, output_fired_time: 0.2282976210, propagate_forward_time: 16.4712257385, propagate_backward_time: 21.3355236053, weight_update_time: 0.0657701939, other_time: 1.5337390900
epoch time: 3.5890491009s, input_fired_time: 0.0394390114, output_fired_time: 0.0000000000, propagate_forward_time: 3.2787408829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2708692551
validation[          , genome  1732] predictions:    9472/  10000 (94.72%), best:    9517/10000 (95.17%), error:      1867.90894, best error:      1711.21924 on epoch:    65, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 40.3134536743s, input_fired_time: 0.3508786559, output_fired_time: 0.2303585857, propagate_forward_time: 16.5766925812, propagate_backward_time: 21.6003684998, weight_update_time: 0.0664744452, other_time: 1.5551548004
epoch time: 3.8313546181s, input_fired_time: 0.0419650525, output_fired_time: 0.0000000000, propagate_forward_time: 3.5026068687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2867827415
validation[          , genome  1732] predictions:    9505/  10000 (95.05%), best:    9517/10000 (95.17%), error:      1752.30017, best error:      1711.21924 on epoch:    65, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 43.0940017700s, input_fired_time: 0.3634951413, output_fired_time: 0.2425567508, propagate_forward_time: 17.7709369659, propagate_backward_time: 23.0781593323, weight_update_time: 0.0712679550, other_time: 1.6388530731
epoch time: 3.6582131386s, input_fired_time: 0.0402338356, output_fired_time: 0.0000000000, propagate_forward_time: 3.3409233093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2770559788
validation[          , genome  1732] predictions:    9497/  10000 (94.97%), best:    9517/10000 (95.17%), error:      1734.52771, best error:      1711.21924 on epoch:    65, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 40.0117073059s, input_fired_time: 0.3471025229, output_fired_time: 0.2283204496, propagate_forward_time: 16.5560340881, propagate_backward_time: 21.3638801575, weight_update_time: 0.0657071024, other_time: 1.5163688660
epoch time: 3.5211255550s, input_fired_time: 0.0392249748, output_fired_time: 0.0000000000, propagate_forward_time: 3.2104132175, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2714874744
validation[          , genome  1732] predictions:    9495/  10000 (94.95%), best:    9517/10000 (95.17%), error:      1766.09570, best error:      1711.21924 on epoch:    65, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 41.3576545715s, input_fired_time: 0.3594592214, output_fired_time: 0.2334794104, propagate_forward_time: 17.0831336975, propagate_backward_time: 22.1186733246, weight_update_time: 0.0681806207, other_time: 1.5629100800
epoch time: 3.6694355011s, input_fired_time: 0.0409852862, output_fired_time: 0.0000000000, propagate_forward_time: 3.3481163979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2803337574
validation[          , genome  1732] predictions:    9481/  10000 (94.81%), best:    9517/10000 (95.17%), error:      1792.68799, best error:      1711.21924 on epoch:    65, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 46.4638023376s, input_fired_time: 0.3827130497, output_fired_time: 0.2570519745, propagate_forward_time: 19.2042770386, propagate_backward_time: 24.8369445801, weight_update_time: 0.0780350491, other_time: 1.7828140259
epoch time: 3.0786266327s, input_fired_time: 0.0367577486, output_fired_time: 0.0000000000, propagate_forward_time: 2.8016488552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2402200699
validation[          , genome  1732] predictions:    9496/  10000 (94.96%), best:    9517/10000 (95.17%), error:      1756.72729, best error:      1711.21924 on epoch:    65, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 37.4163436890s, input_fired_time: 0.3375405967, output_fired_time: 0.2138074338, propagate_forward_time: 15.3226013184, propagate_backward_time: 20.0365257263, weight_update_time: 0.0651236102, other_time: 1.5058708191
epoch time: 3.1990427971s, input_fired_time: 0.0377910621, output_fired_time: 0.0000000000, propagate_forward_time: 2.9084007740, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2528510094
validation[          , genome  1732] predictions:    9490/  10000 (94.90%), best:    9517/10000 (95.17%), error:      1757.09009, best error:      1711.21924 on epoch:    65, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 42.3938217163s, input_fired_time: 0.3600320518, output_fired_time: 0.2391741723, propagate_forward_time: 17.5167789459, propagate_backward_time: 22.6464500427, weight_update_time: 0.0699455589, other_time: 1.6313877106
epoch time: 3.6475818157s, input_fired_time: 0.0398443379, output_fired_time: 0.0000000000, propagate_forward_time: 3.3329334259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2748041153
validation[          , genome  1732] predictions:    9473/  10000 (94.73%), best:    9517/10000 (95.17%), error:      1836.85730, best error:      1711.21924 on epoch:    65, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 41.8925743103s, input_fired_time: 0.3577577174, output_fired_time: 0.2362716198, propagate_forward_time: 17.2808723450, propagate_backward_time: 22.4304599762, weight_update_time: 0.0686529055, other_time: 1.5872135162
epoch time: 4.2205600739s, input_fired_time: 0.0450523980, output_fired_time: 0.0000000000, propagate_forward_time: 3.8636691570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3118383884
validation[          , genome  1732] predictions:    9518/  10000 (95.18%), best:    9517/10000 (95.17%), error:      1714.29907, best error:      1711.21924 on epoch:    65, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 43.2116050720s, input_fired_time: 0.3652739823, output_fired_time: 0.2447430789, propagate_forward_time: 17.8687591553, propagate_backward_time: 23.0891704559, weight_update_time: 0.0710067526, other_time: 1.6436595917
epoch time: 3.5282275677s, input_fired_time: 0.0394975543, output_fired_time: 0.0000000000, propagate_forward_time: 3.2204260826, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2683038712
validation[          , genome  1732] predictions:    9498/  10000 (94.98%), best:    9517/10000 (95.17%), error:      1769.70752, best error:      1711.21924 on epoch:    65, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 36.2235069275s, input_fired_time: 0.3379746079, output_fired_time: 0.2119080722, propagate_forward_time: 14.7789115906, propagate_backward_time: 19.4549503326, weight_update_time: 0.0618929714, other_time: 1.4397640228
epoch time: 3.1808764935s, input_fired_time: 0.0387308374, output_fired_time: 0.0000000000, propagate_forward_time: 2.8932499886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2488956451
validation[          , genome  1732] predictions:    9489/  10000 (94.89%), best:    9517/10000 (95.17%), error:      1812.61963, best error:      1711.21924 on epoch:    65, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 39.8418121338s, input_fired_time: 0.3560246825, output_fired_time: 0.2281987965, propagate_forward_time: 16.4007835388, propagate_backward_time: 21.2889518738, weight_update_time: 0.0679554790, other_time: 1.5678520203
epoch time: 4.6238827705s, input_fired_time: 0.0504802279, output_fired_time: 0.0000000000, propagate_forward_time: 4.2326822281, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3407201767
validation[          , genome  1732] predictions:    9501/  10000 (95.01%), best:    9517/10000 (95.17%), error:      1759.15186, best error:      1711.21924 on epoch:    65, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 41.8283081055s, input_fired_time: 0.3641671836, output_fired_time: 0.2360242605, propagate_forward_time: 17.2874984741, propagate_backward_time: 22.2850894928, weight_update_time: 0.0718409568, other_time: 1.6555309296
epoch time: 3.2579476833s, input_fired_time: 0.0389017276, output_fired_time: 0.0000000000, propagate_forward_time: 2.9627549648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2562909126
validation[          , genome  1732] predictions:    9502/  10000 (95.02%), best:    9517/10000 (95.17%), error:      1739.36914, best error:      1711.21924 on epoch:    65, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 35.5458831787s, input_fired_time: 0.3333733380, output_fired_time: 0.2042555064, propagate_forward_time: 14.6021976471, propagate_backward_time: 18.9499530792, weight_update_time: 0.0622593462, other_time: 1.4561042786
epoch time: 3.2567269802s, input_fired_time: 0.0390534960, output_fired_time: 0.0000000000, propagate_forward_time: 2.9617326260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2559409142
validation[          , genome  1732] predictions:    9463/  10000 (94.63%), best:    9517/10000 (95.17%), error:      1885.90186, best error:      1711.21924 on epoch:    65, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 36.4200477600s, input_fired_time: 0.3363395929, output_fired_time: 0.2093965709, propagate_forward_time: 14.9083375931, propagate_backward_time: 19.4933586121, weight_update_time: 0.0634342358, other_time: 1.4726181030
epoch time: 3.1444950104s, input_fired_time: 0.0375352278, output_fired_time: 0.0000000000, propagate_forward_time: 2.8585891724, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2483706474
validation[          , genome  1732] predictions:    9496/  10000 (94.96%), best:    9517/10000 (95.17%), error:      1782.64038, best error:      1711.21924 on epoch:    65, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 35.6520423889s, input_fired_time: 0.3331716657, output_fired_time: 0.2079523653, propagate_forward_time: 14.4992866516, propagate_backward_time: 19.1564636230, weight_update_time: 0.0623273440, other_time: 1.4551696777
epoch time: 3.1649599075s, input_fired_time: 0.0376646928, output_fired_time: 0.0000000000, propagate_forward_time: 2.8771460056, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2501492500
validation[          , genome  1732] predictions:    9502/  10000 (95.02%), best:    9517/10000 (95.17%), error:      1751.73560, best error:      1711.21924 on epoch:    65, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 39.9997138977s, input_fired_time: 0.3569434881, output_fired_time: 0.2265219241, propagate_forward_time: 16.4598217010, propagate_backward_time: 21.3564090729, weight_update_time: 0.0688972026, other_time: 1.6000175476
epoch time: 3.2207157612s, input_fired_time: 0.0393375754, output_fired_time: 0.0000000000, propagate_forward_time: 2.9307401180, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2506380081
validation[          , genome  1732] predictions:    9508/  10000 (95.08%), best:    9508/10000 (95.08%), error:      1709.58142, best error:      1709.58142 on epoch:    85, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 36.4968795776s, input_fired_time: 0.3379943967, output_fired_time: 0.2121362984, propagate_forward_time: 14.8661327362, propagate_backward_time: 19.6182518005, weight_update_time: 0.0625582710, other_time: 1.4623661041
epoch time: 3.9862442017s, input_fired_time: 0.0454003438, output_fired_time: 0.0000000000, propagate_forward_time: 3.6422615051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2985823154
validation[          , genome  1732] predictions:    9485/  10000 (94.85%), best:    9508/10000 (95.08%), error:      1753.71570, best error:      1709.58142 on epoch:    85, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 40.4873390198s, input_fired_time: 0.3590807915, output_fired_time: 0.2298415452, propagate_forward_time: 16.6997623444, propagate_backward_time: 21.6088657379, weight_update_time: 0.0690859333, other_time: 1.5897865295
epoch time: 3.2454345226s, input_fired_time: 0.0396574773, output_fired_time: 0.0000000000, propagate_forward_time: 2.9503636360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2554132938
validation[          , genome  1732] predictions:    9490/  10000 (94.90%), best:    9508/10000 (95.08%), error:      1764.91870, best error:      1709.58142 on epoch:    85, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 36.2748184204s, input_fired_time: 0.3382895887, output_fired_time: 0.2086879611, propagate_forward_time: 14.8407506943, propagate_backward_time: 19.4417438507, weight_update_time: 0.0626088455, other_time: 1.4453449249
epoch time: 3.9796741009s, input_fired_time: 0.0450226963, output_fired_time: 0.0000000000, propagate_forward_time: 3.6373202801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2973310947
validation[          , genome  1732] predictions:    9508/  10000 (95.08%), best:    9508/10000 (95.08%), error:      1700.87341, best error:      1700.87341 on epoch:    88, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 40.8103065491s, input_fired_time: 0.3592244983, output_fired_time: 0.2314522266, propagate_forward_time: 16.8173217773, propagate_backward_time: 21.8053970337, weight_update_time: 0.0697678253, other_time: 1.5969085693
epoch time: 3.0876488686s, input_fired_time: 0.0371784791, output_fired_time: 0.0000000000, propagate_forward_time: 2.8084921837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2419781685
validation[          , genome  1732] predictions:    9496/  10000 (94.96%), best:    9508/10000 (95.08%), error:      1756.47144, best error:      1700.87341 on epoch:    88, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 35.4580802917s, input_fired_time: 0.3355033696, output_fired_time: 0.2065101564, propagate_forward_time: 14.4868679047, propagate_backward_time: 18.9971256256, weight_update_time: 0.0617727004, other_time: 1.4320755005
epoch time: 3.1227564812s, input_fired_time: 0.0376578979, output_fired_time: 0.0000000000, propagate_forward_time: 2.8396704197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2454280853
validation[          , genome  1732] predictions:    9511/  10000 (95.11%), best:    9508/10000 (95.08%), error:      1707.59888, best error:      1700.87341 on epoch:    88, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 40.0410575867s, input_fired_time: 0.3575749099, output_fired_time: 0.2269749343, propagate_forward_time: 16.5225086212, propagate_backward_time: 21.3474102020, weight_update_time: 0.0684133992, other_time: 1.5865898132
epoch time: 3.1856074333s, input_fired_time: 0.0388194174, output_fired_time: 0.0000000000, propagate_forward_time: 2.8982062340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2485818863
validation[          , genome  1732] predictions:    9492/  10000 (94.92%), best:    9508/10000 (95.08%), error:      1764.70227, best error:      1700.87341 on epoch:    88, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 35.9567718506s, input_fired_time: 0.3360518515, output_fired_time: 0.2072402239, propagate_forward_time: 14.5894412994, propagate_backward_time: 19.3720569611, weight_update_time: 0.0626963601, other_time: 1.4519805908
epoch time: 3.2388739586s, input_fired_time: 0.0396633521, output_fired_time: 0.0000000000, propagate_forward_time: 2.9459779263, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2532327175
validation[          , genome  1732] predictions:    9513/  10000 (95.13%), best:    9508/10000 (95.08%), error:      1736.51001, best error:      1700.87341 on epoch:    88, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 36.0793151855s, input_fired_time: 0.3390589952, output_fired_time: 0.2085236311, propagate_forward_time: 14.8132457733, propagate_backward_time: 19.2574920654, weight_update_time: 0.0628646538, other_time: 1.4609966278
epoch time: 3.2550525665s, input_fired_time: 0.0389590561, output_fired_time: 0.0000000000, propagate_forward_time: 2.9618628025, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2542307377
validation[          , genome  1732] predictions:    9519/  10000 (95.19%), best:    9508/10000 (95.08%), error:      1741.69446, best error:      1700.87341 on epoch:    88, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 36.6106948853s, input_fired_time: 0.3416225910, output_fired_time: 0.2129326165, propagate_forward_time: 14.9502382278, propagate_backward_time: 19.6432456970, weight_update_time: 0.0629010424, other_time: 1.4626579285
epoch time: 3.2982406616s, input_fired_time: 0.0390135199, output_fired_time: 0.0000000000, propagate_forward_time: 3.0009009838, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2583260536
validation[          , genome  1732] predictions:    9502/  10000 (95.02%), best:    9508/10000 (95.08%), error:      1709.66809, best error:      1700.87341 on epoch:    88, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 38.4624443054s, input_fired_time: 0.3506558239, output_fired_time: 0.2208264917, propagate_forward_time: 15.8437261581, propagate_backward_time: 20.4975376129, weight_update_time: 0.0651279464, other_time: 1.5496997833
epoch time: 3.3053953648s, input_fired_time: 0.0397617593, output_fired_time: 0.0000000000, propagate_forward_time: 3.0059719086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2596616745
validation[          , genome  1732] predictions:    9509/  10000 (95.09%), best:    9508/10000 (95.08%), error:      1758.55432, best error:      1700.87341 on epoch:    88, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 38.6558303833s, input_fired_time: 0.3528389633, output_fired_time: 0.2217344344, propagate_forward_time: 15.8750715256, propagate_backward_time: 20.6366653442, weight_update_time: 0.0661884770, other_time: 1.5695190430
epoch time: 3.1778450012s, input_fired_time: 0.0383065715, output_fired_time: 0.0000000000, propagate_forward_time: 2.8909864426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2485520840
validation[          , genome  1732] predictions:    9512/  10000 (95.12%), best:    9508/10000 (95.08%), error:      1708.70251, best error:      1700.87341 on epoch:    88, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 36.5063591003s, input_fired_time: 0.3419256508, output_fired_time: 0.2111853361, propagate_forward_time: 14.8755264282, propagate_backward_time: 19.5792694092, weight_update_time: 0.0636269152, other_time: 1.4984512329
epoch time: 3.3590536118s, input_fired_time: 0.0398472697, output_fired_time: 0.0000000000, propagate_forward_time: 3.0560166836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2631895542
validation[          , genome  1732] predictions:    9505/  10000 (95.05%), best:    9508/10000 (95.08%), error:      1708.71667, best error:      1700.87341 on epoch:    88, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 36.4627494812s, input_fired_time: 0.3430362344, output_fired_time: 0.2111630887, propagate_forward_time: 14.9185342789, propagate_backward_time: 19.4813899994, weight_update_time: 0.0624721684, other_time: 1.5086269379
epoch time: 3.5869669914s, input_fired_time: 0.0440612659, output_fired_time: 0.0000000000, propagate_forward_time: 3.2429165840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2999892235
validation[          , genome  1732] predictions:    9493/  10000 (94.93%), best:    9508/10000 (95.08%), error:      1766.89600, best error:      1700.87341 on epoch:    88, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 35.1933860779s, input_fired_time: 0.3350529075, output_fired_time: 0.2043677419, propagate_forward_time: 14.3603725433, propagate_backward_time: 18.8744754791, weight_update_time: 0.0608901791, other_time: 1.4191169739
epoch time: 3.6307015419s, input_fired_time: 0.0427732244, output_fired_time: 0.0000000000, propagate_forward_time: 3.3132469654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2746813297
validation[          , genome  1732] predictions:    9509/  10000 (95.09%), best:    9508/10000 (95.08%), error:      1723.50867, best error:      1700.87341 on epoch:    88, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 35.2612991333s, input_fired_time: 0.3406295180, output_fired_time: 0.2066820562, propagate_forward_time: 14.3491258621, propagate_backward_time: 18.9500064850, weight_update_time: 0.0609787554, other_time: 1.4148578644
epoch time: 3.1780190468s, input_fired_time: 0.0387388431, output_fired_time: 0.0000000000, propagate_forward_time: 2.8902792931, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2490010262
validation[          , genome  1732] predictions:    9497/  10000 (94.97%), best:    9508/10000 (95.08%), error:      1761.49536, best error:      1700.87341 on epoch:    88, 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: 17.2389411926s, input_fired_time: 0.2071047872, output_fired_time: 0.0000000000, propagate_forward_time: 15.6197881699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4120473862
best training[          , genome  1732] predictions:   48279/  50000 (96.56%), best:    9508/10000 (95.08%), error:      6289.43213, best error:      1700.87341 on epoch:    88, 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: 3.8849577904s, input_fired_time: 0.0438331105, output_fired_time: 0.0000000000, propagate_forward_time: 3.5292310715, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3118937016
   testing[          , genome  1732] predictions:    9562/  10000 (95.62%), best:    9508/10000 (95.08%), error:      1567.10681, best error:      1700.87341 on epoch:    88, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
22:56:49 (43696): called boinc_finish(0)

</stderr_txt>
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