Nameexact_genome_1512568488_43_6816_1
Workunit2605362
Created7 Dec 2017, 22:06:11 UTC
Sent7 Dec 2017, 22:14:31 UTC
Report deadline19 Dec 2017, 0:22:35 UTC
Received8 Dec 2017, 23:10:57 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57927
Run time5 hours 24 min 1 sec
CPU time5 hours 23 min 13 sec
Validate stateValid
Credit2,772.24
Device peak FLOPS3.39 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size150.95 MB
Peak swap size152.78 MB
Peak disk usage1.23 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
28s, input_fired_time: 0.1442160308, output_fired_time: 0.0000000000, propagate_forward_time: 13.7660617828, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4172773361
validation[          , genome  6816] predictions:    9678/  10000 (96.78%), best:    9742/10000 (97.42%), error:      1060.84534, best error:       886.03485 on epoch:    12, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 176.2245788574s, input_fired_time: 1.2982107401, output_fired_time: 1.0428603888, propagate_forward_time: 68.8029479980, propagate_backward_time: 102.7172775269, weight_update_time: 0.1604476720, other_time: 2.3632736206
epoch time: 14.2966423035s, input_fired_time: 0.1456003934, output_fired_time: 0.0000000000, propagate_forward_time: 13.7312631607, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4197788239
validation[          , genome  6816] predictions:    9744/  10000 (97.44%), best:    9744/10000 (97.44%), error:       865.51416, best error:       865.51416 on epoch:    15, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 176.7728729248s, input_fired_time: 1.3009423018, output_fired_time: 1.0971632004, propagate_forward_time: 69.0257415771, propagate_backward_time: 102.9808349609, weight_update_time: 0.1604422033, other_time: 2.3681793213
epoch time: 14.4091873169s, input_fired_time: 0.1469014734, output_fired_time: 0.0000000000, propagate_forward_time: 13.8435268402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4187593460
validation[          , genome  6816] predictions:    9762/  10000 (97.62%), best:    9762/10000 (97.62%), error:       827.71869, best error:       827.71869 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 177.0098571777s, input_fired_time: 1.3036575317, output_fired_time: 1.0367475748, propagate_forward_time: 69.2527770996, propagate_backward_time: 103.0525741577, weight_update_time: 0.1611228883, other_time: 2.3641128540
epoch time: 14.4277086258s, input_fired_time: 0.1459554583, output_fired_time: 0.0000000000, propagate_forward_time: 13.8629693985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4187841415
validation[          , genome  6816] predictions:    9712/  10000 (97.12%), best:    9762/10000 (97.62%), error:       958.41193, best error:       827.71869 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 181.0321807861s, input_fired_time: 1.3330557346, output_fired_time: 1.1092212200, propagate_forward_time: 69.9750137329, propagate_backward_time: 106.0198364258, weight_update_time: 0.1692514420, other_time: 2.5950546265
epoch time: 14.7309303284s, input_fired_time: 0.1484692097, output_fired_time: 0.0000000000, propagate_forward_time: 14.0809144974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5015468597
validation[          , genome  6816] predictions:    9699/  10000 (96.99%), best:    9762/10000 (97.62%), error:       991.64648, best error:       827.71869 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 177.9716339111s, input_fired_time: 1.3048285246, output_fired_time: 1.0531101227, propagate_forward_time: 69.5219726562, propagate_backward_time: 103.7004241943, weight_update_time: 0.1632131189, other_time: 2.3912963867
epoch time: 14.4341030121s, input_fired_time: 0.1458170116, output_fired_time: 0.0000000000, propagate_forward_time: 13.8676214218, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4206647873
validation[          , genome  6816] predictions:    9743/  10000 (97.43%), best:    9762/10000 (97.62%), error:       854.48315, best error:       827.71869 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 177.3125152588s, input_fired_time: 1.2998952866, output_fired_time: 1.0378383398, propagate_forward_time: 69.4614028931, propagate_backward_time: 103.1698608398, weight_update_time: 0.1623561978, other_time: 2.3435134888
epoch time: 14.4515371323s, input_fired_time: 0.1463486254, output_fired_time: 0.0000000000, propagate_forward_time: 13.8850965500, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4200916290
validation[          , genome  6816] predictions:    9734/  10000 (97.34%), best:    9762/10000 (97.62%), error:       860.22180, best error:       827.71869 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 180.7370452881s, input_fired_time: 1.3292670250, output_fired_time: 1.1018126011, propagate_forward_time: 69.9953308105, propagate_backward_time: 105.7249984741, weight_update_time: 0.1689820737, other_time: 2.5856399536
epoch time: 14.4511060715s, input_fired_time: 0.1459140629, output_fired_time: 0.0000000000, propagate_forward_time: 13.8839778900, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4212141037
validation[          , genome  6816] predictions:    9691/  10000 (96.91%), best:    9762/10000 (97.62%), error:      1015.47375, best error:       827.71869 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 177.4927978516s, input_fired_time: 1.3012138605, output_fired_time: 1.0362625122, propagate_forward_time: 69.5860748291, propagate_backward_time: 103.2247161865, weight_update_time: 0.1617832184, other_time: 2.3445434570
epoch time: 14.3944787979s, input_fired_time: 0.1469715983, output_fired_time: 0.0000000000, propagate_forward_time: 13.8286342621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4188728333
validation[          , genome  6816] predictions:    9738/  10000 (97.38%), best:    9762/10000 (97.62%), error:       840.42163, best error:       827.71869 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 177.1026306152s, input_fired_time: 1.3017054796, output_fired_time: 1.0372229815, propagate_forward_time: 69.3358612061, propagate_backward_time: 103.0846786499, weight_update_time: 0.1620073766, other_time: 2.3431625366
epoch time: 14.3812265396s, input_fired_time: 0.1458375901, output_fired_time: 0.0000000000, propagate_forward_time: 13.8179092407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4174795151
validation[          , genome  6816] predictions:    9604/  10000 (96.04%), best:    9762/10000 (97.62%), error:      1272.39856, best error:       827.71869 on epoch:    16, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 177.5599670410s, input_fired_time: 1.3044795990, output_fired_time: 1.0401411057, propagate_forward_time: 69.3975524902, propagate_backward_time: 103.4393157959, weight_update_time: 0.1834069341, other_time: 2.3784790039
epoch time: 14.4897470474s, input_fired_time: 0.1469617635, output_fired_time: 0.0000000000, propagate_forward_time: 13.9256086349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4171762466
validation[          , genome  6816] predictions:    9758/  10000 (97.58%), best:    9758/10000 (97.58%), error:       807.17145, best error:       807.17145 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 175.9673767090s, input_fired_time: 1.2969077826, output_fired_time: 1.0391006470, propagate_forward_time: 68.7104568481, propagate_backward_time: 102.5798950195, weight_update_time: 0.1607753038, other_time: 2.3410263062
epoch time: 14.3082370758s, input_fired_time: 0.1470855176, output_fired_time: 0.0000000000, propagate_forward_time: 13.7410440445, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4201078415
validation[          , genome  6816] predictions:    9719/  10000 (97.19%), best:    9758/10000 (97.58%), error:       863.28345, best error:       807.17145 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 176.6505279541s, input_fired_time: 1.3006030321, output_fired_time: 1.0436739922, propagate_forward_time: 69.0109939575, propagate_backward_time: 102.9278259277, weight_update_time: 0.1610961854, other_time: 2.3674392700
epoch time: 14.4408559799s, input_fired_time: 0.1468753964, output_fired_time: 0.0000000000, propagate_forward_time: 13.8761100769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4178705215
validation[          , genome  6816] predictions:    9663/  10000 (96.63%), best:    9758/10000 (97.58%), error:      1048.43872, best error:       807.17145 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 176.9009552002s, input_fired_time: 1.3049037457, output_fired_time: 1.0466017723, propagate_forward_time: 69.0572891235, propagate_backward_time: 103.1253356934, weight_update_time: 0.1633319855, other_time: 2.3668289185
epoch time: 14.5864181519s, input_fired_time: 0.1476884335, output_fired_time: 0.0000000000, propagate_forward_time: 13.9979667664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4407625198
validation[          , genome  6816] predictions:    9774/  10000 (97.74%), best:    9774/10000 (97.74%), error:       761.77423, best error:       761.77423 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 176.4182128906s, input_fired_time: 1.3005352020, output_fired_time: 1.0461429358, propagate_forward_time: 68.9907302856, propagate_backward_time: 102.7026824951, weight_update_time: 0.1666477472, other_time: 2.3781204224
epoch time: 14.3033227921s, input_fired_time: 0.1463018358, output_fired_time: 0.0000000000, propagate_forward_time: 13.7407779694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4162425995
validation[          , genome  6816] predictions:    9718/  10000 (97.18%), best:    9774/10000 (97.74%), error:       906.12750, best error:       761.77423 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 176.7232818604s, input_fired_time: 1.3047059774, output_fired_time: 1.0378907919, propagate_forward_time: 69.1257171631, propagate_backward_time: 102.8891906738, weight_update_time: 0.1812303960, other_time: 2.3657836914
epoch time: 14.3902654648s, input_fired_time: 0.1478147507, output_fired_time: 0.0000000000, propagate_forward_time: 13.8266506195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4158000946
validation[          , genome  6816] predictions:    9735/  10000 (97.35%), best:    9774/10000 (97.74%), error:       839.61230, best error:       761.77423 on epoch:    27, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 176.1724548340s, input_fired_time: 1.2989796400, output_fired_time: 1.0364636183, propagate_forward_time: 68.8533172607, propagate_backward_time: 102.6403274536, weight_update_time: 0.1599561572, other_time: 2.3433609009
epoch time: 14.3107938766s, input_fired_time: 0.1469841599, output_fired_time: 0.0000000000, propagate_forward_time: 13.7442302704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4195795059
validation[          , genome  6816] predictions:    9773/  10000 (97.73%), best:    9773/10000 (97.73%), error:       732.89746, best error:       732.89746 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 176.9810180664s, input_fired_time: 1.3059287071, output_fired_time: 1.0393098593, propagate_forward_time: 69.2599029541, propagate_backward_time: 103.0371932983, weight_update_time: 0.1614387780, other_time: 2.3386917114
epoch time: 14.4489707947s, input_fired_time: 0.1472652107, output_fired_time: 0.0000000000, propagate_forward_time: 13.8843593597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4173460007
validation[          , genome  6816] predictions:    9745/  10000 (97.45%), best:    9773/10000 (97.73%), error:       795.70740, best error:       732.89746 on epoch:    30, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 177.2859344482s, input_fired_time: 1.3096331358, output_fired_time: 1.0424486399, propagate_forward_time: 69.3640518188, propagate_backward_time: 103.2264709473, weight_update_time: 0.1622778326, other_time: 2.3433303833
epoch time: 14.4421367645s, input_fired_time: 0.1474405974, output_fired_time: 0.0000000000, propagate_forward_time: 13.8761253357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4185705185
validation[          , genome  6816] predictions:    9766/  10000 (97.66%), best:    9773/10000 (97.73%), error:       775.78394, best error:       732.89746 on epoch:    30, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 177.4697723389s, input_fired_time: 1.3107866049, output_fired_time: 1.0405706167, propagate_forward_time: 69.4225692749, propagate_backward_time: 103.3495407104, weight_update_time: 0.1625918597, other_time: 2.3462982178
epoch time: 14.4957942963s, input_fired_time: 0.1487109959, output_fired_time: 0.0000000000, propagate_forward_time: 13.9256381989, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4214448929
validation[          , genome  6816] predictions:    9698/  10000 (96.98%), best:    9773/10000 (97.73%), error:       976.48590, best error:       732.89746 on epoch:    30, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 176.6175537109s, input_fired_time: 1.3094685078, output_fired_time: 1.0382026434, propagate_forward_time: 69.0829467773, propagate_backward_time: 102.8410491943, weight_update_time: 0.1611339301, other_time: 2.3458862305
epoch time: 14.3092012405s, input_fired_time: 0.1473827958, output_fired_time: 0.0000000000, propagate_forward_time: 13.7439794540, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4178390503
validation[          , genome  6816] predictions:    9747/  10000 (97.47%), best:    9773/10000 (97.73%), error:       816.07806, best error:       732.89746 on epoch:    30, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 175.9661254883s, input_fired_time: 1.3022886515, output_fired_time: 1.0377308130, propagate_forward_time: 68.6891784668, propagate_backward_time: 102.5970687866, weight_update_time: 0.1604994237, other_time: 2.3398513794
epoch time: 14.3085556030s, input_fired_time: 0.1484178752, output_fired_time: 0.0000000000, propagate_forward_time: 13.7417230606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4184150696
validation[          , genome  6816] predictions:    9758/  10000 (97.58%), best:    9773/10000 (97.73%), error:       765.95581, best error:       732.89746 on epoch:    30, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 176.9082183838s, input_fired_time: 1.3045716286, output_fired_time: 1.0559990406, propagate_forward_time: 69.1341018677, propagate_backward_time: 103.0272293091, weight_update_time: 0.1609548926, other_time: 2.3863220215
epoch time: 14.5305852890s, input_fired_time: 0.1494638324, output_fired_time: 0.0000000000, propagate_forward_time: 13.9630746841, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4180469513
validation[          , genome  6816] predictions:    9762/  10000 (97.62%), best:    9773/10000 (97.73%), error:       801.35992, best error:       732.89746 on epoch:    30, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 176.9712219238s, input_fired_time: 1.3081481457, output_fired_time: 1.0347115993, propagate_forward_time: 69.1831436157, propagate_backward_time: 103.0798339844, weight_update_time: 0.1608738750, other_time: 2.3653793335
epoch time: 14.4362068176s, input_fired_time: 0.1491825879, output_fired_time: 0.0000000000, propagate_forward_time: 13.8680295944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4189949036
validation[          , genome  6816] predictions:    9747/  10000 (97.47%), best:    9773/10000 (97.73%), error:       802.23419, best error:       732.89746 on epoch:    30, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 177.4824066162s, input_fired_time: 1.3135595322, output_fired_time: 1.0402953625, propagate_forward_time: 69.5129165649, propagate_backward_time: 103.2744827271, weight_update_time: 0.1620577127, other_time: 2.3411560059
epoch time: 14.4452114105s, input_fired_time: 0.1490327418, output_fired_time: 0.0000000000, propagate_forward_time: 13.8762350082, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4199438095
validation[          , genome  6816] predictions:    9762/  10000 (97.62%), best:    9773/10000 (97.73%), error:       792.91089, best error:       732.89746 on epoch:    30, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 177.4082489014s, input_fired_time: 1.3086475134, output_fired_time: 1.0501921177, propagate_forward_time: 69.4694442749, propagate_backward_time: 103.2298507690, weight_update_time: 0.1611967832, other_time: 2.3501129150
epoch time: 14.2738170624s, input_fired_time: 0.1485434771, output_fired_time: 0.0000000000, propagate_forward_time: 13.7077026367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4175710678
validation[          , genome  6816] predictions:    9727/  10000 (97.27%), best:    9773/10000 (97.73%), error:       896.90765, best error:       732.89746 on epoch:    30, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 175.4992065430s, input_fired_time: 1.3046963215, output_fired_time: 1.0354398489, propagate_forward_time: 68.5668640137, propagate_backward_time: 102.2502365112, weight_update_time: 0.1600853503, other_time: 2.3419570923
epoch time: 14.2808341980s, input_fired_time: 0.1495614946, output_fired_time: 0.0000000000, propagate_forward_time: 13.7128334045, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4184389114
validation[          , genome  6816] predictions:    9772/  10000 (97.72%), best:    9773/10000 (97.73%), error:       786.77271, best error:       732.89746 on epoch:    30, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 175.5144500732s, input_fired_time: 1.3056746721, output_fired_time: 1.0346461535, propagate_forward_time: 68.5843124390, propagate_backward_time: 102.2511062622, weight_update_time: 0.1599195153, other_time: 2.3386993408
epoch time: 14.2790479660s, input_fired_time: 0.1492743194, output_fired_time: 0.0000000000, propagate_forward_time: 13.7101774216, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4195966721
validation[          , genome  6816] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       669.48297, best error:       669.48297 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 176.4378356934s, input_fired_time: 1.3101724386, output_fired_time: 1.0478438139, propagate_forward_time: 68.9170608521, propagate_backward_time: 102.8251342773, weight_update_time: 0.1610925198, other_time: 2.3376388550
epoch time: 14.3907814026s, input_fired_time: 0.1493872702, output_fired_time: 0.0000000000, propagate_forward_time: 13.8218002319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4195938110
validation[          , genome  6816] predictions:    9726/  10000 (97.26%), best:    9785/10000 (97.85%), error:       918.58160, best error:       669.48297 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 176.6634979248s, input_fired_time: 1.3118724823, output_fired_time: 1.0400959253, propagate_forward_time: 69.0887298584, propagate_backward_time: 102.8763046265, weight_update_time: 0.1613924950, other_time: 2.3464889526
epoch time: 14.2718448639s, input_fired_time: 0.1486398876, output_fired_time: 0.0000000000, propagate_forward_time: 13.7056293488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4175758362
validation[          , genome  6816] predictions:    9784/  10000 (97.84%), best:    9785/10000 (97.85%), error:       758.41327, best error:       669.48297 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 177.2991638184s, input_fired_time: 1.3233735561, output_fired_time: 1.0607280731, propagate_forward_time: 69.2258071899, propagate_backward_time: 103.3074188232, weight_update_time: 0.1616065800, other_time: 2.3818283081
epoch time: 14.3176965714s, input_fired_time: 0.1498183012, output_fired_time: 0.0000000000, propagate_forward_time: 13.7503108978, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4175672531
validation[          , genome  6816] predictions:    9774/  10000 (97.74%), best:    9785/10000 (97.85%), error:       764.45856, best error:       669.48297 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 178.0876159668s, input_fired_time: 1.3313690424, output_fired_time: 1.0717064142, propagate_forward_time: 69.2770996094, propagate_backward_time: 103.9264602661, weight_update_time: 0.1641562581, other_time: 2.4809799194
epoch time: 14.5604810715s, input_fired_time: 0.1521273106, output_fired_time: 0.0000000000, propagate_forward_time: 13.9087953568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4995584488
validation[          , genome  6816] predictions:    9797/  10000 (97.97%), best:    9785/10000 (97.85%), error:       681.18121, best error:       669.48297 on epoch:    41, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 180.2281036377s, input_fired_time: 1.3692166805, output_fired_time: 1.1041331291, propagate_forward_time: 69.6878280640, propagate_backward_time: 105.4698944092, weight_update_time: 0.1674084365, other_time: 2.5970382690
epoch time: 14.5448703766s, input_fired_time: 0.1548321098, output_fired_time: 0.0000000000, propagate_forward_time: 13.9657964706, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4242420197
validation[          , genome  6816] predictions:    9761/  10000 (97.61%), best:    9785/10000 (97.85%), error:       755.36011, best error:       669.48297 on epoch:    41, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 175.7907562256s, input_fired_time: 1.3086546659, output_fired_time: 1.0324786901, propagate_forward_time: 68.7973251343, propagate_backward_time: 102.3117294312, weight_update_time: 0.1605094522, other_time: 2.3405609131
epoch time: 14.4297780991s, input_fired_time: 0.1495505422, output_fired_time: 0.0000000000, propagate_forward_time: 13.8427114487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4375162125
validation[          , genome  6816] predictions:    9811/  10000 (98.11%), best:    9811/10000 (98.11%), error:       642.64539, best error:       642.64539 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 177.4368591309s, input_fired_time: 1.3199015856, output_fired_time: 1.0463501215, propagate_forward_time: 69.2922515869, propagate_backward_time: 103.4016418457, weight_update_time: 0.1621742696, other_time: 2.3767089844
epoch time: 14.4694166183s, input_fired_time: 0.1511166543, output_fired_time: 0.0000000000, propagate_forward_time: 13.9008131027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4174871445
validation[          , genome  6816] predictions:    9736/  10000 (97.36%), best:    9811/10000 (98.11%), error:       868.04559, best error:       642.64539 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 176.4152221680s, input_fired_time: 1.3157309294, output_fired_time: 1.0388840437, propagate_forward_time: 68.8950042725, propagate_backward_time: 102.8296279907, weight_update_time: 0.1610974371, other_time: 2.3359756470
epoch time: 14.3074102402s, input_fired_time: 0.1504249126, output_fired_time: 0.0000000000, propagate_forward_time: 13.7416038513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4153814316
validation[          , genome  6816] predictions:    9730/  10000 (97.30%), best:    9811/10000 (98.11%), error:       813.57550, best error:       642.64539 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 179.8940429688s, input_fired_time: 1.3501070738, output_fired_time: 1.1196553707, propagate_forward_time: 69.4007415771, propagate_backward_time: 105.3812561035, weight_update_time: 0.1685251445, other_time: 2.6422729492
epoch time: 14.6157159805s, input_fired_time: 0.1526535004, output_fired_time: 0.0000000000, propagate_forward_time: 13.9879798889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4750823975
validation[          , genome  6816] predictions:    9783/  10000 (97.83%), best:    9811/10000 (98.11%), error:       707.83801, best error:       642.64539 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 176.5361938477s, input_fired_time: 1.3173768520, output_fired_time: 1.0379850864, propagate_forward_time: 69.0432662964, propagate_backward_time: 102.7998886108, weight_update_time: 0.1611939371, other_time: 2.3376770020
epoch time: 14.4440431595s, input_fired_time: 0.1504017711, output_fired_time: 0.0000000000, propagate_forward_time: 13.8734292984, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4202117920
validation[          , genome  6816] predictions:    9782/  10000 (97.82%), best:    9811/10000 (98.11%), error:       685.35358, best error:       642.64539 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 177.4508361816s, input_fired_time: 1.3244228363, output_fired_time: 1.0423254967, propagate_forward_time: 69.3981323242, propagate_backward_time: 103.3369369507, weight_update_time: 0.1626165807, other_time: 2.3490219116
epoch time: 14.4611930847s, input_fired_time: 0.1509265304, output_fired_time: 0.0000000000, propagate_forward_time: 13.8915328979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4187335968
validation[          , genome  6816] predictions:    9788/  10000 (97.88%), best:    9811/10000 (98.11%), error:       701.02222, best error:       642.64539 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 177.6736907959s, input_fired_time: 1.3254626989, output_fired_time: 1.0451662540, propagate_forward_time: 69.4741134644, propagate_backward_time: 103.4841766357, weight_update_time: 0.1623217911, other_time: 2.3447647095
epoch time: 14.5853433609s, input_fired_time: 0.1512505114, output_fired_time: 0.0000000000, propagate_forward_time: 13.9778289795, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4562635422
validation[          , genome  6816] predictions:    9792/  10000 (97.92%), best:    9811/10000 (98.11%), error:       718.41388, best error:       642.64539 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 180.6948852539s, input_fired_time: 1.3531150818, output_fired_time: 1.1022578478, propagate_forward_time: 69.9898605347, propagate_backward_time: 105.6910934448, weight_update_time: 0.1682286263, other_time: 2.5585479736
epoch time: 14.6098499298s, input_fired_time: 0.1509451568, output_fired_time: 0.0000000000, propagate_forward_time: 14.0332593918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4256458282
validation[          , genome  6816] predictions:    9743/  10000 (97.43%), best:    9811/10000 (98.11%), error:       805.54980, best error:       642.64539 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 179.4708404541s, input_fired_time: 1.3395932913, output_fired_time: 1.0908259153, propagate_forward_time: 69.6372222900, propagate_backward_time: 104.8683929443, weight_update_time: 0.1660166681, other_time: 2.5348052979
epoch time: 14.6569604874s, input_fired_time: 0.1732157618, output_fired_time: 0.0000000000, propagate_forward_time: 14.0510311127, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4327135086
validation[          , genome  6816] predictions:    9775/  10000 (97.75%), best:    9811/10000 (98.11%), error:       750.35071, best error:       642.64539 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 177.5359039307s, input_fired_time: 1.3626122475, output_fired_time: 1.0395995378, propagate_forward_time: 69.2866744995, propagate_backward_time: 103.4923629761, weight_update_time: 0.1667918712, other_time: 2.3546600342
epoch time: 14.6877326965s, input_fired_time: 0.1521365792, output_fired_time: 0.0000000000, propagate_forward_time: 14.0939598083, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4416360855
validation[          , genome  6816] predictions:    9769/  10000 (97.69%), best:    9811/10000 (98.11%), error:       701.30280, best error:       642.64539 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 176.2801818848s, input_fired_time: 1.3192901611, output_fired_time: 1.0811616182, propagate_forward_time: 68.9021606445, propagate_backward_time: 102.6285858154, weight_update_time: 0.1606765389, other_time: 2.3489837646
epoch time: 14.3196983337s, input_fired_time: 0.1521446556, output_fired_time: 0.0000000000, propagate_forward_time: 13.7490596771, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4184942245
validation[          , genome  6816] predictions:    9784/  10000 (97.84%), best:    9811/10000 (98.11%), error:       731.19611, best error:       642.64539 on epoch:    47, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 179.0007629395s, input_fired_time: 1.3546227217, output_fired_time: 1.0796051025, propagate_forward_time: 69.5643997192, propagate_backward_time: 104.5088577271, weight_update_time: 0.1655328125, other_time: 2.4932708740
epoch time: 14.7503185272s, input_fired_time: 0.1536188126, output_fired_time: 0.0000000000, propagate_forward_time: 14.0949363708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5017633438
validation[          , genome  6816] predictions:    9753/  10000 (97.53%), best:    9811/10000 (98.11%), error:       817.38599, best error:       642.64539 on epoch:    47, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 180.9947814941s, input_fired_time: 1.3575905561, output_fired_time: 1.1050175428, propagate_forward_time: 69.9722671509, propagate_backward_time: 105.9614410400, weight_update_time: 0.1687850058, other_time: 2.5984725952
epoch time: 14.7509489059s, input_fired_time: 0.1536379009, output_fired_time: 0.0000000000, propagate_forward_time: 14.0920810699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5052299500
validation[          , genome  6816] predictions:    9777/  10000 (97.77%), best:    9811/10000 (98.11%), error:       774.21509, best error:       642.64539 on epoch:    47, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 178.5708618164s, input_fired_time: 1.3395390511, output_fired_time: 1.0649603605, propagate_forward_time: 69.5895538330, propagate_backward_time: 104.1458206177, weight_update_time: 0.1647511125, other_time: 2.4309921265
epoch time: 14.5091800690s, input_fired_time: 0.1516186297, output_fired_time: 0.0000000000, propagate_forward_time: 13.9414434433, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4161176682
validation[          , genome  6816] predictions:    9740/  10000 (97.40%), best:    9811/10000 (98.11%), error:       814.99585, best error:       642.64539 on epoch:    47, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 177.1327209473s, input_fired_time: 1.3299903870, output_fired_time: 1.0471659899, propagate_forward_time: 69.0911026001, propagate_backward_time: 103.3070449829, weight_update_time: 0.1620826274, other_time: 2.3574218750
epoch time: 14.2648000717s, input_fired_time: 0.1509554535, output_fired_time: 0.0000000000, propagate_forward_time: 13.6981029510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4157419205
validation[          , genome  6816] predictions:    9774/  10000 (97.74%), best:    9811/10000 (98.11%), error:       744.77155, best error:       642.64539 on epoch:    47, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 177.8183288574s, input_fired_time: 1.3392473459, output_fired_time: 1.0655635595, propagate_forward_time: 69.3695297241, propagate_backward_time: 103.6230163574, weight_update_time: 0.1619456559, other_time: 2.4209671021
epoch time: 14.5637245178s, input_fired_time: 0.1533571333, output_fired_time: 0.0000000000, propagate_forward_time: 13.9853448868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4250221252
validation[          , genome  6816] predictions:    9734/  10000 (97.34%), best:    9811/10000 (98.11%), error:       825.65814, best error:       642.64539 on epoch:    47, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 176.7552947998s, input_fired_time: 1.3240902424, output_fired_time: 1.0385341644, propagate_forward_time: 69.0261077881, propagate_backward_time: 102.9999847412, weight_update_time: 0.1602725834, other_time: 2.3665771484
epoch time: 14.3169517517s, input_fired_time: 0.1525186747, output_fired_time: 0.0000000000, propagate_forward_time: 13.7447366714, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4196968079
validation[          , genome  6816] predictions:    9784/  10000 (97.84%), best:    9811/10000 (98.11%), error:       716.12018, best error:       642.64539 on epoch:    47, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 177.1033630371s, input_fired_time: 1.3318589926, output_fired_time: 1.0438443422, propagate_forward_time: 69.2499465942, propagate_backward_time: 103.1309432983, weight_update_time: 0.1622626930, other_time: 2.3467712402
epoch time: 14.4239721298s, input_fired_time: 0.1519429833, output_fired_time: 0.0000000000, propagate_forward_time: 13.8469066620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4251222610
validation[          , genome  6816] predictions:    9748/  10000 (97.48%), best:    9811/10000 (98.11%), error:       813.35034, best error:       642.64539 on epoch:    47, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 176.9348297119s, input_fired_time: 1.3371891975, output_fired_time: 1.0521116257, propagate_forward_time: 69.1346435547, propagate_backward_time: 103.0700607300, weight_update_time: 0.1650827378, other_time: 2.3408279419
epoch time: 14.2519321442s, input_fired_time: 0.1520984471, output_fired_time: 0.0000000000, propagate_forward_time: 13.6815633774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4182701111
validation[          , genome  6816] predictions:    9765/  10000 (97.65%), best:    9811/10000 (98.11%), error:       750.05200, best error:       642.64539 on epoch:    47, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 175.6454620361s, input_fired_time: 1.3246703148, output_fired_time: 1.0386532545, propagate_forward_time: 68.5975112915, propagate_backward_time: 102.3491516113, weight_update_time: 0.1598045528, other_time: 2.3354721069
epoch time: 14.3001356125s, input_fired_time: 0.1526417434, output_fired_time: 0.0000000000, propagate_forward_time: 13.7292766571, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4182176590
validation[          , genome  6816] predictions:    9778/  10000 (97.78%), best:    9811/10000 (98.11%), error:       739.23608, best error:       642.64539 on epoch:    47, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 176.0625610352s, input_fired_time: 1.3246032000, output_fired_time: 1.0365722179, propagate_forward_time: 68.8717651367, propagate_backward_time: 102.4961776733, weight_update_time: 0.1603621840, other_time: 2.3334426880
epoch time: 14.4654550552s, input_fired_time: 0.1533783823, output_fired_time: 0.0000000000, propagate_forward_time: 13.8880023956, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4240741730
validation[          , genome  6816] predictions:    9758/  10000 (97.58%), best:    9811/10000 (98.11%), error:       736.86267, best error:       642.64539 on epoch:    47, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 177.0344848633s, input_fired_time: 1.3559587002, output_fired_time: 1.0318760872, propagate_forward_time: 69.3621139526, propagate_backward_time: 102.9217376709, weight_update_time: 0.1607331783, other_time: 2.3628005981
epoch time: 14.5845289230s, input_fired_time: 0.1528595090, output_fired_time: 0.0000000000, propagate_forward_time: 14.0037488937, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4279203415
validation[          , genome  6816] predictions:    9725/  10000 (97.25%), best:    9811/10000 (98.11%), error:       813.95679, best error:       642.64539 on epoch:    47, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 177.2984619141s, input_fired_time: 1.3357608318, output_fired_time: 1.0435839891, propagate_forward_time: 69.2550048828, propagate_backward_time: 103.3122253418, weight_update_time: 0.1607958674, other_time: 2.3518981934
epoch time: 14.9962434769s, input_fired_time: 0.1573680788, output_fired_time: 0.0000000000, propagate_forward_time: 14.3324842453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5063915253
validation[          , genome  6816] predictions:    9810/  10000 (98.10%), best:    9810/10000 (98.10%), error:       629.51984, best error:       629.51984 on epoch:    69, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 176.4089508057s, input_fired_time: 1.3298265934, output_fired_time: 1.0403394699, propagate_forward_time: 68.9597473145, propagate_backward_time: 102.7152481079, weight_update_time: 0.1608545333, other_time: 2.3637771606
epoch time: 14.3505058289s, input_fired_time: 0.1540656239, output_fired_time: 0.0000000000, propagate_forward_time: 13.7782049179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4182348251
validation[          , genome  6816] predictions:    9779/  10000 (97.79%), best:    9810/10000 (98.10%), error:       692.20667, best error:       629.51984 on epoch:    69, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 177.0043182373s, input_fired_time: 1.3689754009, output_fired_time: 1.0374045372, propagate_forward_time: 69.2006988525, propagate_backward_time: 103.0494995117, weight_update_time: 0.1601278782, other_time: 2.3477478027
epoch time: 14.4520215988s, input_fired_time: 0.1539974213, output_fired_time: 0.0000000000, propagate_forward_time: 13.8771572113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4208669662
validation[          , genome  6816] predictions:    9786/  10000 (97.86%), best:    9810/10000 (98.10%), error:       727.17047, best error:       629.51984 on epoch:    69, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 178.7411499023s, input_fired_time: 1.3493033648, output_fired_time: 1.0632601976, propagate_forward_time: 69.6691436768, propagate_backward_time: 104.2206344604, weight_update_time: 0.1651080400, other_time: 2.4388046265
epoch time: 14.4800786972s, input_fired_time: 0.1548471749, output_fired_time: 0.0000000000, propagate_forward_time: 13.9007129669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4245185852
validation[          , genome  6816] predictions:    9780/  10000 (97.80%), best:    9810/10000 (98.10%), error:       731.49683, best error:       629.51984 on epoch:    69, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 179.0979919434s, input_fired_time: 1.3552767038, output_fired_time: 1.0753331184, propagate_forward_time: 69.6310577393, propagate_backward_time: 104.5604400635, weight_update_time: 0.1655873060, other_time: 2.4758911133
epoch time: 14.5819711685s, input_fired_time: 0.1540120393, output_fired_time: 0.0000000000, propagate_forward_time: 14.0089750290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4189844131
validation[          , genome  6816] predictions:    9781/  10000 (97.81%), best:    9810/10000 (98.10%), error:       685.55591, best error:       629.51984 on epoch:    69, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 176.1802062988s, input_fired_time: 1.3377600908, output_fired_time: 1.0310019255, propagate_forward_time: 68.9965209961, propagate_backward_time: 102.4647064209, weight_update_time: 0.1609388888, other_time: 2.3502197266
epoch time: 14.3313322067s, input_fired_time: 0.1543716937, output_fired_time: 0.0000000000, propagate_forward_time: 13.7572011948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4197597504
validation[          , genome  6816] predictions:    9783/  10000 (97.83%), best:    9810/10000 (98.10%), error:       687.08105, best error:       629.51984 on epoch:    69, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 177.2793579102s, input_fired_time: 1.3476080894, output_fired_time: 1.0368180275, propagate_forward_time: 69.4525146484, propagate_backward_time: 103.0976943970, weight_update_time: 0.1605592370, other_time: 2.3447189331
epoch time: 14.5450172424s, input_fired_time: 0.1546016186, output_fired_time: 0.0000000000, propagate_forward_time: 13.9706850052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4197301865
validation[          , genome  6816] predictions:    9784/  10000 (97.84%), best:    9810/10000 (98.10%), error:       673.43909, best error:       629.51984 on epoch:    69, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 178.0733642578s, input_fired_time: 1.3502755165, output_fired_time: 1.0643494129, propagate_forward_time: 69.3919296265, propagate_backward_time: 103.8337707520, weight_update_time: 0.1647725850, other_time: 2.4330368042
epoch time: 14.4114265442s, input_fired_time: 0.1545152366, output_fired_time: 0.0000000000, propagate_forward_time: 13.8395957947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4173154831
validation[          , genome  6816] predictions:    9741/  10000 (97.41%), best:    9810/10000 (98.10%), error:       828.05908, best error:       629.51984 on epoch:    69, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 176.9991149902s, input_fired_time: 1.3405107260, output_fired_time: 1.0424640179, propagate_forward_time: 69.1357192993, propagate_backward_time: 103.1337585449, weight_update_time: 0.1622152776, other_time: 2.3466567993
epoch time: 14.3827352524s, input_fired_time: 0.1546584815, output_fired_time: 0.0000000000, propagate_forward_time: 13.8089399338, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4191370010
validation[          , genome  6816] predictions:    9783/  10000 (97.83%), best:    9810/10000 (98.10%), error:       667.29773, best error:       629.51984 on epoch:    69, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 176.9530792236s, input_fired_time: 1.3347395658, output_fired_time: 1.0378600359, propagate_forward_time: 69.1213150024, propagate_backward_time: 103.1006469727, weight_update_time: 0.1606677473, other_time: 2.3585281372
epoch time: 14.2987508774s, input_fired_time: 0.1544237584, output_fired_time: 0.0000000000, propagate_forward_time: 13.7228441238, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4214830399
validation[          , genome  6816] predictions:    9765/  10000 (97.65%), best:    9810/10000 (98.10%), error:       753.76947, best error:       629.51984 on epoch:    69, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 176.3968200684s, input_fired_time: 1.3383686543, output_fired_time: 1.0389722586, propagate_forward_time: 68.8574447632, propagate_backward_time: 102.8096847534, weight_update_time: 0.1617326289, other_time: 2.3523559570
epoch time: 14.4649600983s, input_fired_time: 0.1552875936, output_fired_time: 0.0000000000, propagate_forward_time: 13.8907222748, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4189500809
validation[          , genome  6816] predictions:    9770/  10000 (97.70%), best:    9810/10000 (98.10%), error:       711.12622, best error:       629.51984 on epoch:    69, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 176.2763824463s, input_fired_time: 1.3602637053, output_fired_time: 1.0549646616, propagate_forward_time: 68.8809890747, propagate_backward_time: 102.6268005371, weight_update_time: 0.1689168066, other_time: 2.3533706665
epoch time: 14.3238983154s, input_fired_time: 0.1551404297, output_fired_time: 0.0000000000, propagate_forward_time: 13.7525396347, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4162178040
validation[          , genome  6816] predictions:    9791/  10000 (97.91%), best:    9810/10000 (98.10%), error:       677.31738, best error:       629.51984 on epoch:    69, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 177.2561645508s, input_fired_time: 1.3420746326, output_fired_time: 1.0376138687, propagate_forward_time: 69.3658905029, propagate_backward_time: 103.1623535156, weight_update_time: 0.1614992321, other_time: 2.3482360840
epoch time: 14.4043331146s, input_fired_time: 0.1549088806, output_fired_time: 0.0000000000, propagate_forward_time: 13.8359708786, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4134531021
validation[          , genome  6816] predictions:    9778/  10000 (97.78%), best:    9810/10000 (98.10%), error:       738.12970, best error:       629.51984 on epoch:    69, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 176.8955383301s, input_fired_time: 1.3454941511, output_fired_time: 1.0430661440, propagate_forward_time: 69.1475601196, propagate_backward_time: 103.0316619873, weight_update_time: 0.1611891687, other_time: 2.3277664185
epoch time: 14.4513854980s, input_fired_time: 0.1544663608, output_fired_time: 0.0000000000, propagate_forward_time: 13.8804578781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4164609909
validation[          , genome  6816] predictions:    9759/  10000 (97.59%), best:    9810/10000 (98.10%), error:       765.70819, best error:       629.51984 on epoch:    69, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 176.6675872803s, input_fired_time: 1.3393552303, output_fired_time: 1.0394091606, propagate_forward_time: 69.0439605713, propagate_backward_time: 102.9092407227, weight_update_time: 0.1609310657, other_time: 2.3356170654
epoch time: 14.3675098419s, input_fired_time: 0.1547407359, output_fired_time: 0.0000000000, propagate_forward_time: 13.7988882065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4138813019
validation[          , genome  6816] predictions:    9809/  10000 (98.09%), best:    9810/10000 (98.10%), error:       645.69110, best error:       629.51984 on epoch:    69, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 176.8798065186s, input_fired_time: 1.3431103230, output_fired_time: 1.0368288755, propagate_forward_time: 69.1813659668, propagate_backward_time: 102.9794769287, weight_update_time: 0.1618383527, other_time: 2.3390197754
epoch time: 14.4336099625s, input_fired_time: 0.1552951783, output_fired_time: 0.0000000000, propagate_forward_time: 13.8624420166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4158725739
validation[          , genome  6816] predictions:    9767/  10000 (97.67%), best:    9810/10000 (98.10%), error:       713.72107, best error:       629.51984 on epoch:    69, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 177.1953277588s, input_fired_time: 1.3460229635, output_fired_time: 1.0393898487, propagate_forward_time: 69.3440780640, propagate_backward_time: 103.1274185181, weight_update_time: 0.1619957685, other_time: 2.3384246826
epoch time: 14.4502334595s, input_fired_time: 0.1555257887, output_fired_time: 0.0000000000, propagate_forward_time: 13.8783330917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4163742065
validation[          , genome  6816] predictions:    9734/  10000 (97.34%), best:    9810/10000 (98.10%), error:       846.94312, best error:       629.51984 on epoch:    69, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 176.8852691650s, input_fired_time: 1.3452947140, output_fired_time: 1.0403141975, propagate_forward_time: 69.1648178101, propagate_backward_time: 102.9973602295, weight_update_time: 0.1623198539, other_time: 2.3374862671
epoch time: 14.4642677307s, input_fired_time: 0.1554547101, output_fired_time: 0.0000000000, propagate_forward_time: 13.8849363327, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4238767624
validation[          , genome  6816] predictions:    9801/  10000 (98.01%), best:    9810/10000 (98.10%), error:       671.35815, best error:       629.51984 on epoch:    69, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 175.9575653076s, input_fired_time: 1.3381767273, output_fired_time: 1.0347564220, propagate_forward_time: 68.7678527832, propagate_backward_time: 102.4789657593, weight_update_time: 0.1601494402, other_time: 2.3378067017
epoch time: 14.2513885498s, input_fired_time: 0.1560690999, output_fired_time: 0.0000000000, propagate_forward_time: 13.6773214340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4179983139
validation[          , genome  6816] predictions:    9788/  10000 (97.88%), best:    9810/10000 (98.10%), error:       685.40167, best error:       629.51984 on epoch:    69, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 175.7508697510s, input_fired_time: 1.3397543430, output_fired_time: 1.0388406515, propagate_forward_time: 68.6466064453, propagate_backward_time: 102.3888702393, weight_update_time: 0.1599714458, other_time: 2.3368072510
epoch time: 14.3080320358s, input_fired_time: 0.1553598791, output_fired_time: 0.0000000000, propagate_forward_time: 13.7363452911, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4163265228
validation[          , genome  6816] predictions:    9776/  10000 (97.76%), best:    9810/10000 (98.10%), error:       722.39398, best error:       629.51984 on epoch:    69, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 177.1623382568s, input_fired_time: 1.3691463470, output_fired_time: 1.0664019585, propagate_forward_time: 69.1964721680, propagate_backward_time: 103.1708526611, weight_update_time: 0.1602717787, other_time: 2.3594665527
epoch time: 14.0563678741s, input_fired_time: 0.1520812660, output_fired_time: 0.0000000000, propagate_forward_time: 13.4951467514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4091396332
validation[          , genome  6816] predictions:    9770/  10000 (97.70%), best:    9810/10000 (98.10%), error:       750.97394, best error:       629.51984 on epoch:    69, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 176.8233947754s, input_fired_time: 1.3637815714, output_fired_time: 1.0371389389, propagate_forward_time: 69.1201782227, propagate_backward_time: 102.9600296021, weight_update_time: 0.1615089029, other_time: 2.3422622681
epoch time: 14.4981746674s, input_fired_time: 0.1560566127, output_fired_time: 0.0000000000, propagate_forward_time: 13.9244422913, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4176759720
validation[          , genome  6816] predictions:    9757/  10000 (97.57%), best:    9810/10000 (98.10%), error:       784.12476, best error:       629.51984 on epoch:    69, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 175.5553436279s, input_fired_time: 1.3619897366, output_fired_time: 1.0396256447, propagate_forward_time: 68.5167007446, propagate_backward_time: 102.3032379150, weight_update_time: 0.1604085565, other_time: 2.3337936401
epoch time: 14.4149379730s, input_fired_time: 0.1572787911, output_fired_time: 0.0000000000, propagate_forward_time: 13.8386831284, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4189758301
validation[          , genome  6816] predictions:    9798/  10000 (97.98%), best:    9810/10000 (98.10%), error:       661.44788, best error:       629.51984 on epoch:    69, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 176.0990447998s, input_fired_time: 1.3572005033, output_fired_time: 1.0288610458, propagate_forward_time: 68.8939514160, propagate_backward_time: 102.4794692993, weight_update_time: 0.1599335372, other_time: 2.3395767212
epoch time: 14.3139247894s, input_fired_time: 0.1559439003, output_fired_time: 0.0000000000, propagate_forward_time: 13.7410163879, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4169645309
validation[          , genome  6816] predictions:    9779/  10000 (97.79%), best:    9810/10000 (98.10%), error:       708.17792, best error:       629.51984 on epoch:    69, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 176.7084503174s, input_fired_time: 1.3474242687, output_fired_time: 1.0393533707, propagate_forward_time: 69.1426239014, propagate_backward_time: 102.8351593018, weight_update_time: 0.1608278602, other_time: 2.3438873291
epoch time: 14.2427682877s, input_fired_time: 0.1551836282, output_fired_time: 0.0000000000, propagate_forward_time: 13.6740579605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4135265350
validation[          , genome  6816] predictions:    9756/  10000 (97.56%), best:    9810/10000 (98.10%), error:       820.03754, best error:       629.51984 on epoch:    69, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 175.3409271240s, input_fired_time: 1.3356997967, output_fired_time: 1.0360965729, propagate_forward_time: 68.4675979614, propagate_backward_time: 102.1662673950, weight_update_time: 0.1600392163, other_time: 2.3352661133
epoch time: 14.2617521286s, input_fired_time: 0.1540828347, output_fired_time: 0.0000000000, propagate_forward_time: 13.6902675629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4174013138
validation[          , genome  6816] predictions:    9764/  10000 (97.64%), best:    9810/10000 (98.10%), error:       767.23840, best error:       629.51984 on epoch:    69, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 176.1269226074s, input_fired_time: 1.3453782797, output_fired_time: 1.0386343002, propagate_forward_time: 68.8247680664, propagate_backward_time: 102.5842514038, weight_update_time: 0.1605684757, other_time: 2.3338851929
epoch time: 14.4289731979s, input_fired_time: 0.1567783356, output_fired_time: 0.0000000000, propagate_forward_time: 13.8568897247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4153051376
validation[          , genome  6816] predictions:    9770/  10000 (97.70%), best:    9810/10000 (98.10%), error:       767.09711, best error:       629.51984 on epoch:    69, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 176.7860260010s, input_fired_time: 1.3468151093, output_fired_time: 1.0628936291, propagate_forward_time: 69.1066055298, propagate_backward_time: 102.9150619507, weight_update_time: 0.1608747095, other_time: 2.3546447754
epoch time: 14.3033504486s, input_fired_time: 0.1567105353, output_fired_time: 0.0000000000, propagate_forward_time: 13.7312459946, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4153938293
validation[          , genome  6816] predictions:    9764/  10000 (97.64%), best:    9810/10000 (98.10%), error:       745.21240, best error:       629.51984 on epoch:    69, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 176.8571319580s, input_fired_time: 1.3496289253, output_fired_time: 1.0339466333, propagate_forward_time: 69.1222839355, propagate_backward_time: 103.0061569214, weight_update_time: 0.1605059206, other_time: 2.3451156616
epoch time: 14.3389301300s, input_fired_time: 0.1570119858, output_fired_time: 0.0000000000, propagate_forward_time: 13.7663793564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4155387878
validation[          , genome  6816] predictions:    9774/  10000 (97.74%), best:    9810/10000 (98.10%), error:       722.02026, best error:       629.51984 on epoch:    69, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 176.5382232666s, input_fired_time: 1.3485329151, output_fired_time: 1.0339698792, propagate_forward_time: 68.9387817383, propagate_backward_time: 102.8484878540, weight_update_time: 0.1597057134, other_time: 2.3684616089
epoch time: 14.3192787170s, input_fired_time: 0.1577311754, output_fired_time: 0.0000000000, propagate_forward_time: 13.7441282272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4174194336
validation[          , genome  6816] predictions:    9806/  10000 (98.06%), best:    9810/10000 (98.10%), error:       632.50238, best error:       629.51984 on epoch:    69, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 176.9297180176s, input_fired_time: 1.3523479700, output_fired_time: 1.0314894915, propagate_forward_time: 69.3347930908, propagate_backward_time: 102.8622589111, weight_update_time: 0.1608375162, other_time: 2.3488311768
epoch time: 14.3123683929s, input_fired_time: 0.1569662690, output_fired_time: 0.0000000000, propagate_forward_time: 13.7395982742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4158039093
validation[          , genome  6816] predictions:    9803/  10000 (98.03%), best:    9810/10000 (98.10%), error:       673.61096, best error:       629.51984 on epoch:    69, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 177.0649871826s, input_fired_time: 1.3629271984, output_fired_time: 1.0381227732, propagate_forward_time: 69.2610778809, propagate_backward_time: 103.0714187622, weight_update_time: 0.1610593647, other_time: 2.3314437866
epoch time: 14.3864755630s, input_fired_time: 0.1573979855, output_fired_time: 0.0000000000, propagate_forward_time: 13.8144769669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4146003723
validation[          , genome  6816] predictions:    9800/  10000 (98.00%), best:    9810/10000 (98.10%), error:       680.28583, best error:       629.51984 on epoch:    69, 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: 72.1221542358s, input_fired_time: 0.7751100659, output_fired_time: 0.0000000000, propagate_forward_time: 69.2407913208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1062545776
best training[          , genome  6816] predictions:   49719/  50000 (99.44%), best:    9810/10000 (98.10%), error:      1150.30615, best error:       629.51984 on epoch:    69, 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: 14.5905761719s, input_fired_time: 0.1532296687, output_fired_time: 0.0000000000, propagate_forward_time: 14.0219717026, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4153747559
   testing[          , genome  6816] predictions:    9819/  10000 (98.19%), best:    9810/10000 (98.10%), error:       588.93347, best error:       629.51984 on epoch:    69, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
07:10:45 (22238): called boinc_finish(0)

</stderr_txt>
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