Nameexact_genome_1512568488_42_6712_1
Workunit2604749
Created7 Dec 2017, 21:20:07 UTC
Sent7 Dec 2017, 21:28:33 UTC
Report deadline13 Dec 2017, 22:11:05 UTC
Received8 Dec 2017, 12:02:06 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID62687
Run time1 hours 31 min 4 sec
CPU time1 hours 27 min 5 sec
Validate stateValid
Credit1,507.39
Device peak FLOPS4.32 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size156.84 MB
Peak swap size159.80 MB
Peak disk usage2.24 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
_fired_time: 0.1299477071, output_fired_time: 0.0000000000, propagate_forward_time: 3.3000531197, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5043466091
validation[          , genome  6712] predictions:    9704/  10000 (97.04%), best:    9719/10000 (97.19%), error:       962.79706, best error:       923.10571 on epoch:    11, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 51.0480461121s, input_fired_time: 1.1830463409, output_fired_time: 1.0066918135, propagate_forward_time: 17.3967990875, propagate_backward_time: 28.3520088196, weight_update_time: 0.1598678976, other_time: 3.1094989777
epoch time: 4.1378064156s, input_fired_time: 0.1494098306, output_fired_time: 0.0000000000, propagate_forward_time: 3.5031328201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4852638245
validation[          , genome  6712] predictions:    9719/  10000 (97.19%), best:    9719/10000 (97.19%), error:       925.22430, best error:       923.10571 on epoch:    11, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 50.1128921509s, input_fired_time: 1.0902574062, output_fired_time: 0.9287926555, propagate_forward_time: 17.2955112457, propagate_backward_time: 28.0221881866, weight_update_time: 0.1421446800, other_time: 2.7761459351
epoch time: 3.9897425175s, input_fired_time: 0.1372065842, output_fired_time: 0.0000000000, propagate_forward_time: 3.3590118885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4935240746
validation[          , genome  6712] predictions:    9704/  10000 (97.04%), best:    9719/10000 (97.19%), error:       959.47260, best error:       923.10571 on epoch:    11, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 49.7965164185s, input_fired_time: 1.0782276392, output_fired_time: 0.9280079603, propagate_forward_time: 17.0978260040, propagate_backward_time: 28.0180206299, weight_update_time: 0.1357519180, other_time: 2.6744327545
epoch time: 4.0580043793s, input_fired_time: 0.1402953863, output_fired_time: 0.0000000000, propagate_forward_time: 3.4677033424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4500055313
validation[          , genome  6712] predictions:    9719/  10000 (97.19%), best:    9719/10000 (97.19%), error:       930.68628, best error:       923.10571 on epoch:    11, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 51.8277969360s, input_fired_time: 1.3269979954, output_fired_time: 1.1324616671, propagate_forward_time: 17.4631214142, propagate_backward_time: 28.3379459381, weight_update_time: 0.1713866442, other_time: 3.5672683716
epoch time: 3.9321153164s, input_fired_time: 0.1261908412, output_fired_time: 0.0000000000, propagate_forward_time: 3.3057081699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5002162457
validation[          , genome  6712] predictions:    9587/  10000 (95.87%), best:    9719/10000 (97.19%), error:      1365.21228, best error:       923.10571 on epoch:    11, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 47.8201484680s, input_fired_time: 1.0277276039, output_fired_time: 0.8308610320, propagate_forward_time: 16.5942363739, propagate_backward_time: 26.6180591583, weight_update_time: 0.1418097168, other_time: 2.7492637634
epoch time: 3.9528672695s, input_fired_time: 0.1345374137, output_fired_time: 0.0000000000, propagate_forward_time: 3.3279743195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4903554916
validation[          , genome  6712] predictions:    9746/  10000 (97.46%), best:    9746/10000 (97.46%), error:       870.52087, best error:       870.52087 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 48.5752525330s, input_fired_time: 1.0208024979, output_fired_time: 0.8387296200, propagate_forward_time: 16.8265037537, propagate_backward_time: 27.2916908264, weight_update_time: 0.1348620802, other_time: 2.5975265503
epoch time: 4.7413511276s, input_fired_time: 0.2115422040, output_fired_time: 0.0000000000, propagate_forward_time: 3.7135176659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8162913322
validation[          , genome  6712] predictions:    9725/  10000 (97.25%), best:    9725/10000 (97.25%), error:       847.38226, best error:       847.38226 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 52.4459381104s, input_fired_time: 1.1794875860, output_fired_time: 1.0144314766, propagate_forward_time: 17.7911319733, propagate_backward_time: 29.4568538666, weight_update_time: 0.1488700956, other_time: 3.0040302277
epoch time: 4.2684717178s, input_fired_time: 0.1571061015, output_fired_time: 0.0000000000, propagate_forward_time: 3.6263632774, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4850025177
validation[          , genome  6712] predictions:    9665/  10000 (96.65%), best:    9725/10000 (97.25%), error:      1110.56677, best error:       847.38226 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 51.8644561768s, input_fired_time: 1.1454364061, output_fired_time: 0.9785020947, propagate_forward_time: 17.6647319794, propagate_backward_time: 29.2355861664, weight_update_time: 0.1439289153, other_time: 2.8402042389
epoch time: 3.9354314804s, input_fired_time: 0.1348751932, output_fired_time: 0.0000000000, propagate_forward_time: 3.3040807247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4964754581
validation[          , genome  6712] predictions:    9701/  10000 (97.01%), best:    9725/10000 (97.25%), error:       990.79706, best error:       847.38226 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 51.6156768799s, input_fired_time: 1.2820178270, output_fired_time: 1.0617974997, propagate_forward_time: 17.3653163910, propagate_backward_time: 28.2473030090, weight_update_time: 0.1822162718, other_time: 3.6592426300
epoch time: 3.9005839825s, input_fired_time: 0.1261336356, output_fired_time: 0.0000000000, propagate_forward_time: 3.2743563652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5000939369
validation[          , genome  6712] predictions:    9710/  10000 (97.10%), best:    9725/10000 (97.25%), error:       958.40417, best error:       847.38226 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 47.4133186340s, input_fired_time: 1.0022715330, output_fired_time: 0.7985134721, propagate_forward_time: 16.4525527954, propagate_backward_time: 26.5315151215, weight_update_time: 0.1372955292, other_time: 2.6284656525
epoch time: 3.8697445393s, input_fired_time: 0.1340251714, output_fired_time: 0.0000000000, propagate_forward_time: 3.2747023106, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4610171318
validation[          , genome  6712] predictions:    9694/  10000 (96.94%), best:    9725/10000 (97.25%), error:       999.75537, best error:       847.38226 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 48.4619522095s, input_fired_time: 1.0462296009, output_fired_time: 0.8489441872, propagate_forward_time: 16.7380523682, propagate_backward_time: 27.0985488892, weight_update_time: 0.1440371722, other_time: 2.7301750183
epoch time: 4.0251936913s, input_fired_time: 0.1444040239, output_fired_time: 0.0000000000, propagate_forward_time: 3.4266989231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4540908337
validation[          , genome  6712] predictions:    9748/  10000 (97.48%), best:    9725/10000 (97.25%), error:       874.56396, best error:       847.38226 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 51.4349555969s, input_fired_time: 1.1934151649, output_fired_time: 1.0099947453, propagate_forward_time: 17.4697971344, propagate_backward_time: 28.6934738159, weight_update_time: 0.1616397500, other_time: 3.0682735443
epoch time: 4.1335649490s, input_fired_time: 0.1414703876, output_fired_time: 0.0000000000, propagate_forward_time: 3.5061938763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4859006405
validation[          , genome  6712] predictions:    9733/  10000 (97.33%), best:    9725/10000 (97.25%), error:       961.37457, best error:       847.38226 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 48.0235748291s, input_fired_time: 1.0099420547, output_fired_time: 0.8066264391, propagate_forward_time: 16.5772171021, propagate_backward_time: 26.8593006134, weight_update_time: 0.1429847330, other_time: 2.7704906464
epoch time: 3.8714411259s, input_fired_time: 0.1306534261, output_fired_time: 0.0000000000, propagate_forward_time: 3.2772128582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4635748863
validation[          , genome  6712] predictions:    9760/  10000 (97.60%), best:    9725/10000 (97.25%), error:       862.63013, best error:       847.38226 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 48.5817375183s, input_fired_time: 1.0030695200, output_fired_time: 0.8364664912, propagate_forward_time: 16.6960563660, propagate_backward_time: 27.3689651489, weight_update_time: 0.1370264590, other_time: 2.6771774292
epoch time: 4.1020798683s, input_fired_time: 0.1446714252, output_fired_time: 0.0000000000, propagate_forward_time: 3.5009779930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4564304352
validation[          , genome  6712] predictions:    9682/  10000 (96.82%), best:    9725/10000 (97.25%), error:      1061.64941, best error:       847.38226 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 51.5454101563s, input_fired_time: 1.3012377024, output_fired_time: 1.1130605936, propagate_forward_time: 17.3243122101, propagate_backward_time: 28.3152008057, weight_update_time: 0.1930113584, other_time: 3.4915981293
epoch time: 3.9483394623s, input_fired_time: 0.1365951449, output_fired_time: 0.0000000000, propagate_forward_time: 3.3147587776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4969854355
validation[          , genome  6712] predictions:    9665/  10000 (96.65%), best:    9725/10000 (97.25%), error:      1080.94055, best error:       847.38226 on epoch:    20, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 52.1645698547s, input_fired_time: 1.1435950994, output_fired_time: 0.9914630055, propagate_forward_time: 17.6540546417, propagate_backward_time: 29.5890903473, weight_update_time: 0.1442005336, other_time: 2.7863674164
epoch time: 4.2326526642s, input_fired_time: 0.1560809910, output_fired_time: 0.0000000000, propagate_forward_time: 3.5760478973, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5005235672
validation[          , genome  6712] predictions:    9741/  10000 (97.41%), best:    9725/10000 (97.25%), error:       885.61102, best error:       847.38226 on epoch:    20, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 52.6675148010s, input_fired_time: 1.2350441217, output_fired_time: 1.0596240759, propagate_forward_time: 17.6932792664, propagate_backward_time: 29.5669727325, weight_update_time: 0.1662624329, other_time: 3.1125965118
epoch time: 4.1656723022s, input_fired_time: 0.1432585269, output_fired_time: 0.0000000000, propagate_forward_time: 3.5379712582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4844424725
validation[          , genome  6712] predictions:    9712/  10000 (97.12%), best:    9725/10000 (97.25%), error:       929.98676, best error:       847.38226 on epoch:    20, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 52.3681907654s, input_fired_time: 1.1507689953, output_fired_time: 0.9866715670, propagate_forward_time: 17.7056026459, propagate_backward_time: 29.7515621185, weight_update_time: 0.1411792636, other_time: 2.7735843658
epoch time: 4.2601428032s, input_fired_time: 0.1558884084, output_fired_time: 0.0000000000, propagate_forward_time: 3.6192739010, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4849803448
validation[          , genome  6712] predictions:    9747/  10000 (97.47%), best:    9725/10000 (97.25%), error:       875.85248, best error:       847.38226 on epoch:    20, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 50.3967475891s, input_fired_time: 1.0830940008, output_fired_time: 0.9081498384, propagate_forward_time: 17.1357784271, propagate_backward_time: 28.4512596130, weight_update_time: 0.1468805373, other_time: 2.8184642792
epoch time: 4.2825980186s, input_fired_time: 0.1488895118, output_fired_time: 0.0000000000, propagate_forward_time: 3.6414854527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4922230244
validation[          , genome  6712] predictions:    9725/  10000 (97.25%), best:    9725/10000 (97.25%), error:       865.30786, best error:       847.38226 on epoch:    20, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 53.9757804871s, input_fired_time: 1.3680933714, output_fired_time: 1.1645286083, propagate_forward_time: 17.9799938202, propagate_backward_time: 29.7391262054, weight_update_time: 0.1887537837, other_time: 3.7240390778
epoch time: 4.0143122673s, input_fired_time: 0.1446779817, output_fired_time: 0.0000000000, propagate_forward_time: 3.4067990780, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4628353119
validation[          , genome  6712] predictions:    9666/  10000 (96.66%), best:    9725/10000 (97.25%), error:      1020.52356, best error:       847.38226 on epoch:    20, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 49.9847946167s, input_fired_time: 1.0672552586, output_fired_time: 0.8987971544, propagate_forward_time: 17.0058574677, propagate_backward_time: 28.2762432098, weight_update_time: 0.1450275332, other_time: 2.7366409302
epoch time: 3.9273815155s, input_fired_time: 0.1311606914, output_fired_time: 0.0000000000, propagate_forward_time: 3.3278210163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4683997631
validation[          , genome  6712] predictions:    9713/  10000 (97.13%), best:    9725/10000 (97.25%), error:       924.79358, best error:       847.38226 on epoch:    20, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 48.9679603577s, input_fired_time: 1.0264219046, output_fired_time: 0.8460757732, propagate_forward_time: 16.7559852600, propagate_backward_time: 27.6560859680, weight_update_time: 0.1358051300, other_time: 2.6833915710
epoch time: 3.9243640900s, input_fired_time: 0.1306785792, output_fired_time: 0.0000000000, propagate_forward_time: 3.2946820259, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4990034103
validation[          , genome  6712] predictions:    9709/  10000 (97.09%), best:    9725/10000 (97.25%), error:       937.15320, best error:       847.38226 on epoch:    20, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 49.4179573059s, input_fired_time: 1.1189711094, output_fired_time: 0.9265561700, propagate_forward_time: 16.7874145508, propagate_backward_time: 27.5719394684, weight_update_time: 0.1536588520, other_time: 3.0130748749
epoch time: 3.8622889519s, input_fired_time: 0.1289847493, output_fired_time: 0.0000000000, propagate_forward_time: 3.2667796612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4665246010
validation[          , genome  6712] predictions:    9723/  10000 (97.23%), best:    9725/10000 (97.25%), error:       888.63226, best error:       847.38226 on epoch:    20, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 48.4738883972s, input_fired_time: 1.0142416954, output_fired_time: 0.8262869120, propagate_forward_time: 16.5868492126, propagate_backward_time: 27.2680644989, weight_update_time: 0.1444321871, other_time: 2.7784481049
epoch time: 3.8954825401s, input_fired_time: 0.1301040947, output_fired_time: 0.0000000000, propagate_forward_time: 3.2624039650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5029745102
validation[          , genome  6712] predictions:    9737/  10000 (97.37%), best:    9725/10000 (97.25%), error:       884.18042, best error:       847.38226 on epoch:    20, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 49.8772583008s, input_fired_time: 1.1543934345, output_fired_time: 0.9542398453, propagate_forward_time: 16.8619499207, propagate_backward_time: 27.7222843170, weight_update_time: 0.1684117168, other_time: 3.1843929291
epoch time: 5.3140125275s, input_fired_time: 0.2787003219, output_fired_time: 0.0000000000, propagate_forward_time: 3.8717551231, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1635570526
validation[          , genome  6712] predictions:    9700/  10000 (97.00%), best:    9725/10000 (97.25%), error:      1015.46222, best error:       847.38226 on epoch:    20, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 48.9873390198s, input_fired_time: 1.0336906910, output_fired_time: 0.8905974627, propagate_forward_time: 16.6725387573, propagate_backward_time: 27.5964012146, weight_update_time: 0.1439065933, other_time: 2.7941093445
epoch time: 3.9134676456s, input_fired_time: 0.1357529610, output_fired_time: 0.0000000000, propagate_forward_time: 3.3129825592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4647321701
validation[          , genome  6712] predictions:    9734/  10000 (97.34%), best:    9725/10000 (97.25%), error:       865.55145, best error:       847.38226 on epoch:    20, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 48.2223587036s, input_fired_time: 1.0233956575, output_fired_time: 0.8143972158, propagate_forward_time: 16.4891262054, propagate_backward_time: 27.2131443024, weight_update_time: 0.1422357261, other_time: 2.6822967529
epoch time: 3.9308125973s, input_fired_time: 0.1369015127, output_fired_time: 0.0000000000, propagate_forward_time: 3.3284096718, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4655013084
validation[          , genome  6712] predictions:    9737/  10000 (97.37%), best:    9725/10000 (97.25%), error:       855.90723, best error:       847.38226 on epoch:    20, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 49.3377609253s, input_fired_time: 1.1179146767, output_fired_time: 0.9130763412, propagate_forward_time: 16.7641716003, propagate_backward_time: 27.5713195801, weight_update_time: 0.1528491229, other_time: 2.9712791443
epoch time: 3.9376735687s, input_fired_time: 0.1349414140, output_fired_time: 0.0000000000, propagate_forward_time: 3.2976443768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5050878525
validation[          , genome  6712] predictions:    9749/  10000 (97.49%), best:    9725/10000 (97.25%), error:       852.35449, best error:       847.38226 on epoch:    20, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 48.1996116638s, input_fired_time: 0.9933302999, output_fired_time: 0.7810494304, propagate_forward_time: 16.5211277008, propagate_backward_time: 27.1857643127, weight_update_time: 0.1433286816, other_time: 2.7183399200
epoch time: 4.0812530518s, input_fired_time: 0.1511079967, output_fired_time: 0.0000000000, propagate_forward_time: 3.3756082058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5545368195
validation[          , genome  6712] predictions:    9727/  10000 (97.27%), best:    9725/10000 (97.25%), error:       925.83185, best error:       847.38226 on epoch:    20, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 47.9985160828s, input_fired_time: 0.9780457616, output_fired_time: 0.7963498235, propagate_forward_time: 16.4641208649, propagate_backward_time: 27.1395950317, weight_update_time: 0.1374619007, other_time: 2.6204051971
epoch time: 3.8810822964s, input_fired_time: 0.1289244741, output_fired_time: 0.0000000000, propagate_forward_time: 3.2724611759, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4796967506
validation[          , genome  6712] predictions:    9757/  10000 (97.57%), best:    9757/10000 (97.57%), error:       777.80322, best error:       777.80322 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 51.1913375854s, input_fired_time: 1.2518357038, output_fired_time: 1.0380812883, propagate_forward_time: 17.0532684326, propagate_backward_time: 28.2160797119, weight_update_time: 0.1870250851, other_time: 3.6320724487
epoch time: 3.9035904408s, input_fired_time: 0.1356455982, output_fired_time: 0.0000000000, propagate_forward_time: 3.2944240570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4735207558
validation[          , genome  6712] predictions:    9733/  10000 (97.33%), best:    9757/10000 (97.57%), error:       875.93488, best error:       777.80322 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 48.7319030762s, input_fired_time: 1.0345636606, output_fired_time: 0.8266564608, propagate_forward_time: 16.6042404175, propagate_backward_time: 27.5295715332, weight_update_time: 0.1439143419, other_time: 2.7368698120
epoch time: 3.8934905529s, input_fired_time: 0.1303423494, output_fired_time: 0.0000000000, propagate_forward_time: 3.2847919464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4783563614
validation[          , genome  6712] predictions:    9746/  10000 (97.46%), best:    9757/10000 (97.57%), error:       825.21246, best error:       777.80322 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 49.0488929749s, input_fired_time: 1.0316344500, output_fired_time: 0.8216096759, propagate_forward_time: 16.7571945190, propagate_backward_time: 27.7829685211, weight_update_time: 0.1423732340, other_time: 2.6554851532
epoch time: 4.0534257889s, input_fired_time: 0.1506131738, output_fired_time: 0.0000000000, propagate_forward_time: 3.4413189888, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4614937305
validation[          , genome  6712] predictions:    9759/  10000 (97.59%), best:    9757/10000 (97.57%), error:       841.08929, best error:       777.80322 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 51.6640701294s, input_fired_time: 1.1510809660, output_fired_time: 1.0060520172, propagate_forward_time: 17.3260593414, propagate_backward_time: 29.0711326599, weight_update_time: 0.1641564965, other_time: 3.1097450256
epoch time: 4.1383509636s, input_fired_time: 0.1466989666, output_fired_time: 0.0000000000, propagate_forward_time: 3.4929184914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4987335205
validation[          , genome  6712] predictions:    9710/  10000 (97.10%), best:    9757/10000 (97.57%), error:       919.83569, best error:       777.80322 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 51.3910140991s, input_fired_time: 1.1188951731, output_fired_time: 0.9403854609, propagate_forward_time: 17.3278388977, propagate_backward_time: 29.2079677582, weight_update_time: 0.1456765831, other_time: 2.7959270477
epoch time: 4.3356757164s, input_fired_time: 0.1527362019, output_fired_time: 0.0000000000, propagate_forward_time: 3.6573994160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5255401134
validation[          , genome  6712] predictions:    9755/  10000 (97.55%), best:    9757/10000 (97.57%), error:       822.06635, best error:       777.80322 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 55.4401817322s, input_fired_time: 1.4086375237, output_fired_time: 1.2197768688, propagate_forward_time: 18.2677440643, propagate_backward_time: 30.8821754456, weight_update_time: 0.1854705215, other_time: 3.6618461609
epoch time: 4.1009168625s, input_fired_time: 0.1523160189, output_fired_time: 0.0000000000, propagate_forward_time: 3.4966189861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4519817829
validation[          , genome  6712] predictions:    9712/  10000 (97.12%), best:    9757/10000 (97.57%), error:       944.56860, best error:       777.80322 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 52.2475814819s, input_fired_time: 1.1137378216, output_fired_time: 0.9451187849, propagate_forward_time: 17.5533123016, propagate_backward_time: 29.8466129303, weight_update_time: 0.1421517283, other_time: 2.7888011932
epoch time: 4.1886248589s, input_fired_time: 0.1517266184, output_fired_time: 0.0000000000, propagate_forward_time: 3.5568733215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4800248146
validation[          , genome  6712] predictions:    9716/  10000 (97.16%), best:    9757/10000 (97.57%), error:       981.42468, best error:       777.80322 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 49.9572448730s, input_fired_time: 1.0695139170, output_fired_time: 0.8679804206, propagate_forward_time: 16.9305686951, propagate_backward_time: 28.3246726990, weight_update_time: 0.1415611953, other_time: 2.7645072937
epoch time: 3.8859696388s, input_fired_time: 0.1268741935, output_fired_time: 0.0000000000, propagate_forward_time: 3.2772943974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4818010330
validation[          , genome  6712] predictions:    9761/  10000 (97.61%), best:    9757/10000 (97.57%), error:       804.46832, best error:       777.80322 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 49.5206527710s, input_fired_time: 1.1016476154, output_fired_time: 0.9091456532, propagate_forward_time: 16.7461280823, propagate_backward_time: 27.7598476410, weight_update_time: 0.1542610377, other_time: 3.0038852692
epoch time: 3.9276027679s, input_fired_time: 0.1318011135, output_fired_time: 0.0000000000, propagate_forward_time: 3.3148903847, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4809112549
validation[          , genome  6712] predictions:    9762/  10000 (97.62%), best:    9757/10000 (97.57%), error:       779.11212, best error:       777.80322 on epoch:    44, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 48.5728569031s, input_fired_time: 1.0330591202, output_fired_time: 0.8223388195, propagate_forward_time: 16.5519390106, propagate_backward_time: 27.4755477905, weight_update_time: 0.1472932696, other_time: 2.6899738312
epoch time: 3.9251675606s, input_fired_time: 0.1293555349, output_fired_time: 0.0000000000, propagate_forward_time: 3.2910058498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5048062801
validation[          , genome  6712] predictions:    9744/  10000 (97.44%), best:    9757/10000 (97.57%), error:       857.51819, best error:       777.80322 on epoch:    44, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 48.2656440735s, input_fired_time: 1.0024958849, output_fired_time: 0.8055422902, propagate_forward_time: 16.5085258484, propagate_backward_time: 27.2867584229, weight_update_time: 0.1410100013, other_time: 2.6623229980
epoch time: 5.0535502434s, input_fired_time: 0.2712009847, output_fired_time: 0.0000000000, propagate_forward_time: 3.7049005032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0774486065
validation[          , genome  6712] predictions:    9729/  10000 (97.29%), best:    9757/10000 (97.57%), error:       911.14758, best error:       777.80322 on epoch:    44, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 50.8862266541s, input_fired_time: 1.2098040581, output_fired_time: 0.9863758087, propagate_forward_time: 17.0872764587, propagate_backward_time: 28.2389450073, weight_update_time: 0.1746312380, other_time: 3.3638267517
epoch time: 3.9097127914s, input_fired_time: 0.1280585080, output_fired_time: 0.0000000000, propagate_forward_time: 3.3093290329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4723253250
validation[          , genome  6712] predictions:    9768/  10000 (97.68%), best:    9757/10000 (97.57%), error:       792.84924, best error:       777.80322 on epoch:    44, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 50.0021362305s, input_fired_time: 1.0694609880, output_fired_time: 0.8704186082, propagate_forward_time: 16.9668865204, propagate_backward_time: 28.3331375122, weight_update_time: 0.1446402669, other_time: 2.7622318268
epoch time: 3.9399793148s, input_fired_time: 0.1370094270, output_fired_time: 0.0000000000, propagate_forward_time: 3.3397018909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4632680416
validation[          , genome  6712] predictions:    9701/  10000 (97.01%), best:    9757/10000 (97.57%), error:       935.35022, best error:       777.80322 on epoch:    44, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 50.7215919495s, input_fired_time: 1.1620308161, output_fired_time: 0.9541689754, propagate_forward_time: 17.0338211060, propagate_backward_time: 28.5105037689, weight_update_time: 0.1587018520, other_time: 3.0610675812
epoch time: 4.0214953423s, input_fired_time: 0.1396138668, output_fired_time: 0.0000000000, propagate_forward_time: 3.3856720924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4962093830
validation[          , genome  6712] predictions:    9734/  10000 (97.34%), best:    9757/10000 (97.57%), error:       870.48376, best error:       777.80322 on epoch:    44, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 48.6846542358s, input_fired_time: 1.0224915743, output_fired_time: 0.8250870705, propagate_forward_time: 16.5694847107, propagate_backward_time: 27.5831375122, weight_update_time: 0.1401571929, other_time: 2.6844520569
epoch time: 4.0553731918s, input_fired_time: 0.1460523903, output_fired_time: 0.0000000000, propagate_forward_time: 3.4419314861, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4673893452
validation[          , genome  6712] predictions:    9750/  10000 (97.50%), best:    9757/10000 (97.57%), error:       832.78595, best error:       777.80322 on epoch:    44, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 51.6359100342s, input_fired_time: 1.1437370777, output_fired_time: 0.9362011552, propagate_forward_time: 17.3401966095, propagate_backward_time: 29.3310337067, weight_update_time: 0.1458345950, other_time: 2.8847408295
epoch time: 3.9114015102s, input_fired_time: 0.1270685643, output_fired_time: 0.0000000000, propagate_forward_time: 3.2853157520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4990172386
validation[          , genome  6712] predictions:    9680/  10000 (96.80%), best:    9757/10000 (97.57%), error:      1040.46777, best error:       777.80322 on epoch:    44, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 52.4039039612s, input_fired_time: 1.3153953552, output_fired_time: 1.0892801285, propagate_forward_time: 17.3242397308, propagate_backward_time: 29.0262393951, weight_update_time: 0.1861238182, other_time: 3.6487483978
epoch time: 3.9422183037s, input_fired_time: 0.1303948909, output_fired_time: 0.0000000000, propagate_forward_time: 3.2919692993, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5198540688
validation[          , genome  6712] predictions:    9757/  10000 (97.57%), best:    9757/10000 (97.57%), error:       811.30066, best error:       777.80322 on epoch:    44, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 48.6236953735s, input_fired_time: 1.0106277466, output_fired_time: 0.8072964549, propagate_forward_time: 16.5424232483, propagate_backward_time: 27.6345005035, weight_update_time: 0.1393659711, other_time: 2.6288471222
epoch time: 4.4926328659s, input_fired_time: 0.1900826693, output_fired_time: 0.0000000000, propagate_forward_time: 3.6319317818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.6706185341
validation[          , genome  6712] predictions:    9531/  10000 (95.31%), best:    9757/10000 (97.57%), error:      1534.76465, best error:       777.80322 on epoch:    44, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 48.4016189575s, input_fired_time: 1.0094851255, output_fired_time: 0.7997635007, propagate_forward_time: 16.4527397156, propagate_backward_time: 27.4637203217, weight_update_time: 0.1419303715, other_time: 2.6759128571
epoch time: 3.9424109459s, input_fired_time: 0.1420360804, output_fired_time: 0.0000000000, propagate_forward_time: 3.3033790588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4969959259
validation[          , genome  6712] predictions:    9733/  10000 (97.33%), best:    9757/10000 (97.57%), error:       918.88379, best error:       777.80322 on epoch:    44, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 49.9323616028s, input_fired_time: 1.1177999973, output_fired_time: 0.9215943813, propagate_forward_time: 16.8104953766, propagate_backward_time: 28.0686950684, weight_update_time: 0.1576442569, other_time: 3.0137767792
epoch time: 3.9618022442s, input_fired_time: 0.1404508799, output_fired_time: 0.0000000000, propagate_forward_time: 3.3072257042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5141255856
validation[          , genome  6712] predictions:    9711/  10000 (97.11%), best:    9757/10000 (97.57%), error:       914.33417, best error:       777.80322 on epoch:    44, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 48.8666267395s, input_fired_time: 1.0270946026, output_fired_time: 0.8347081542, propagate_forward_time: 16.5981826782, propagate_backward_time: 27.6726932526, weight_update_time: 0.1409357190, other_time: 2.7339458466
epoch time: 3.9171583652s, input_fired_time: 0.1332379878, output_fired_time: 0.0000000000, propagate_forward_time: 3.2928993702, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4910209179
validation[          , genome  6712] predictions:    9748/  10000 (97.48%), best:    9757/10000 (97.57%), error:       846.81390, best error:       777.80322 on epoch:    44, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 48.8721084595s, input_fired_time: 1.0518356562, output_fired_time: 0.8435297608, propagate_forward_time: 16.5900917053, propagate_backward_time: 27.6226387024, weight_update_time: 0.1448281109, other_time: 2.7640151978
epoch time: 5.1797809601s, input_fired_time: 0.2987959981, output_fired_time: 0.0000000000, propagate_forward_time: 3.7617437840, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1192409992
validation[          , genome  6712] predictions:    9667/  10000 (96.67%), best:    9757/10000 (97.57%), error:      1050.05090, best error:       777.80322 on epoch:    44, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 50.6681442261s, input_fired_time: 1.1726659536, output_fired_time: 0.9714180827, propagate_forward_time: 16.9499626160, propagate_backward_time: 28.2885131836, weight_update_time: 0.1699914336, other_time: 3.2855873108
epoch time: 3.9429507256s, input_fired_time: 0.1327512413, output_fired_time: 0.0000000000, propagate_forward_time: 3.2878925800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5223069191
validation[          , genome  6712] predictions:    9726/  10000 (97.26%), best:    9757/10000 (97.57%), error:       855.28693, best error:       777.80322 on epoch:    44, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 48.4336547852s, input_fired_time: 1.0013355017, output_fired_time: 0.8046445847, propagate_forward_time: 16.4845809937, propagate_backward_time: 27.5565681458, weight_update_time: 0.1367960125, other_time: 2.5865249634
epoch time: 3.6659016609s, input_fired_time: 0.1058802679, output_fired_time: 0.0000000000, propagate_forward_time: 3.1985802650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3614411354
validation[          , genome  6712] predictions:    9765/  10000 (97.65%), best:    9757/10000 (97.57%), error:       817.67249, best error:       777.80322 on epoch:    44, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 48.6853065491s, input_fired_time: 1.0071051121, output_fired_time: 0.8213536739, propagate_forward_time: 16.5481243134, propagate_backward_time: 27.5761356354, weight_update_time: 0.1393238455, other_time: 2.7325859070
epoch time: 3.6206874847s, input_fired_time: 0.1007900909, output_fired_time: 0.0000000000, propagate_forward_time: 3.1859714985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3339259624
validation[          , genome  6712] predictions:    9750/  10000 (97.50%), best:    9757/10000 (97.57%), error:       879.45599, best error:       777.80322 on epoch:    44, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 51.4190902710s, input_fired_time: 1.2136018276, output_fired_time: 1.0118957758, propagate_forward_time: 17.1002197266, propagate_backward_time: 28.6953182220, weight_update_time: 0.1809559613, other_time: 3.3980579376
epoch time: 3.7295627594s, input_fired_time: 0.1105739102, output_fired_time: 0.0000000000, propagate_forward_time: 3.2224020958, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3965866566
validation[          , genome  6712] predictions:    9715/  10000 (97.15%), best:    9757/10000 (97.57%), error:       948.57275, best error:       777.80322 on epoch:    44, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 48.5211639404s, input_fired_time: 0.9925842881, output_fired_time: 0.8178284764, propagate_forward_time: 16.4871921539, propagate_backward_time: 27.5294322968, weight_update_time: 0.1396332681, other_time: 2.6941261292
epoch time: 3.6053521633s, input_fired_time: 0.0982882082, output_fired_time: 0.0000000000, propagate_forward_time: 3.1713986397, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3356652260
validation[          , genome  6712] predictions:    9745/  10000 (97.45%), best:    9757/10000 (97.57%), error:       860.58319, best error:       777.80322 on epoch:    44, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 50.3221359253s, input_fired_time: 1.1814655066, output_fired_time: 0.9674914479, propagate_forward_time: 16.7665061951, propagate_backward_time: 28.1686820984, weight_update_time: 0.1643435061, other_time: 3.2379913330
epoch time: 3.6323649883s, input_fired_time: 0.1014478952, output_fired_time: 0.0000000000, propagate_forward_time: 3.1871507168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3437664509
validation[          , genome  6712] predictions:    9639/  10000 (96.39%), best:    9757/10000 (97.57%), error:      1207.53748, best error:       777.80322 on epoch:    44, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 48.8751678467s, input_fired_time: 1.0331463814, output_fired_time: 0.8277084827, propagate_forward_time: 16.5574131012, propagate_backward_time: 27.7502956390, weight_update_time: 0.1408094466, other_time: 2.7066040039
epoch time: 3.6478943825s, input_fired_time: 0.1032928303, output_fired_time: 0.0000000000, propagate_forward_time: 3.1897172928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3548841476
validation[          , genome  6712] predictions:    9713/  10000 (97.13%), best:    9757/10000 (97.57%), error:       999.89008, best error:       777.80322 on epoch:    44, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 51.1258316040s, input_fired_time: 1.2325369120, output_fired_time: 0.9818025827, propagate_forward_time: 17.0635890961, propagate_backward_time: 28.4429607391, weight_update_time: 0.1689839512, other_time: 3.4049415588
epoch time: 3.5999557972s, input_fired_time: 0.0960473344, output_fired_time: 0.0000000000, propagate_forward_time: 3.1655163765, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3383920193
validation[          , genome  6712] predictions:    9695/  10000 (96.95%), best:    9757/10000 (97.57%), error:      1026.15100, best error:       777.80322 on epoch:    44, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 48.6671562195s, input_fired_time: 1.0139526129, output_fired_time: 0.8309708238, propagate_forward_time: 16.5160713196, propagate_backward_time: 27.5898513794, weight_update_time: 0.1431134939, other_time: 2.7163085938
epoch time: 3.7106750011s, input_fired_time: 0.1093164757, output_fired_time: 0.0000000000, propagate_forward_time: 3.2158577442, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3855006695
validation[          , genome  6712] predictions:    9745/  10000 (97.45%), best:    9757/10000 (97.57%), error:       825.28577, best error:       777.80322 on epoch:    44, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 50.5667495728s, input_fired_time: 1.1738064289, output_fired_time: 0.9459434152, propagate_forward_time: 16.8761520386, propagate_backward_time: 28.2532596588, weight_update_time: 0.1695587188, other_time: 3.3175907135
epoch time: 4.4894928932s, input_fired_time: 0.1971132904, output_fired_time: 0.0000000000, propagate_forward_time: 3.5166597366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7757196426
validation[          , genome  6712] predictions:    9731/  10000 (97.31%), best:    9757/10000 (97.57%), error:       972.30542, best error:       777.80322 on epoch:    44, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 48.3340034485s, input_fired_time: 0.9842643738, output_fired_time: 0.7994425297, propagate_forward_time: 16.4310398102, propagate_backward_time: 27.4520645142, weight_update_time: 0.1349625885, other_time: 2.6671924591
epoch time: 4.0367832184s, input_fired_time: 0.1471527815, output_fired_time: 0.0000000000, propagate_forward_time: 3.3554143906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.5342159271
validation[          , genome  6712] predictions:    9735/  10000 (97.35%), best:    9757/10000 (97.57%), error:       875.80206, best error:       777.80322 on epoch:    44, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 48.9229927063s, input_fired_time: 1.0201745033, output_fired_time: 0.8300498724, propagate_forward_time: 16.5428752899, propagate_backward_time: 27.7410697937, weight_update_time: 0.1448823363, other_time: 2.7888202667
epoch time: 4.3951668739s, input_fired_time: 0.1872340441, output_fired_time: 0.0000000000, propagate_forward_time: 3.4853148460, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7226181030
validation[          , genome  6712] predictions:    9720/  10000 (97.20%), best:    9757/10000 (97.57%), error:       916.16693, best error:       777.80322 on epoch:    44, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 48.9935531616s, input_fired_time: 1.0360932350, output_fired_time: 0.8299409151, propagate_forward_time: 16.6124153137, propagate_backward_time: 27.7798557281, weight_update_time: 0.1394114792, other_time: 2.7352466583
epoch time: 4.6191868782s, input_fired_time: 0.2159552425, output_fired_time: 0.0000000000, propagate_forward_time: 3.5684731007, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.8347585201
validation[          , genome  6712] predictions:    9715/  10000 (97.15%), best:    9757/10000 (97.57%), error:       921.10553, best error:       777.80322 on epoch:    44, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 47.9768028259s, input_fired_time: 0.9476466179, output_fired_time: 0.7609947324, propagate_forward_time: 16.3443222046, propagate_backward_time: 27.4651603699, weight_update_time: 0.1260063201, other_time: 2.4586791992
epoch time: 5.0534443855s, input_fired_time: 0.2756610215, output_fired_time: 0.0000000000, propagate_forward_time: 3.6773648262, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1004185677
validation[          , genome  6712] predictions:    9726/  10000 (97.26%), best:    9757/10000 (97.57%), error:       898.61377, best error:       777.80322 on epoch:    44, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 50.2121391296s, input_fired_time: 1.1316206455, output_fired_time: 0.9166457653, propagate_forward_time: 16.8515357971, propagate_backward_time: 28.1061458588, weight_update_time: 0.1646849066, other_time: 3.2061901093
epoch time: 3.6147692204s, input_fired_time: 0.1008436084, output_fired_time: 0.0000000000, propagate_forward_time: 3.1824181080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3315074444
validation[          , genome  6712] predictions:    9714/  10000 (97.14%), best:    9757/10000 (97.57%), error:       976.06134, best error:       777.80322 on epoch:    44, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 49.0459671021s, input_fired_time: 1.0066059828, output_fired_time: 0.8418686986, propagate_forward_time: 16.5857219696, propagate_backward_time: 27.9190063477, weight_update_time: 0.1386296451, other_time: 2.6927623749
epoch time: 3.6998786926s, input_fired_time: 0.1117697060, output_fired_time: 0.0000000000, propagate_forward_time: 3.2065093517, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3815996647
validation[          , genome  6712] predictions:    9710/  10000 (97.10%), best:    9757/10000 (97.57%), error:       956.16748, best error:       777.80322 on epoch:    44, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 51.0764083862s, input_fired_time: 1.2477153540, output_fired_time: 0.9923979044, propagate_forward_time: 16.9890251160, propagate_backward_time: 28.3962821960, weight_update_time: 0.1757912636, other_time: 3.4509887695
epoch time: 3.5972678661s, input_fired_time: 0.0951683819, output_fired_time: 0.0000000000, propagate_forward_time: 3.1648058891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3372936249
validation[          , genome  6712] predictions:    9733/  10000 (97.33%), best:    9757/10000 (97.57%), error:       891.69556, best error:       777.80322 on epoch:    44, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 48.9181747437s, input_fired_time: 1.0256648064, output_fired_time: 0.8209236860, propagate_forward_time: 16.5966892242, propagate_backward_time: 27.7103939056, weight_update_time: 0.1370188892, other_time: 2.7645034790
epoch time: 3.6724176407s, input_fired_time: 0.1049944535, output_fired_time: 0.0000000000, propagate_forward_time: 3.2118375301, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3555855751
validation[          , genome  6712] predictions:    9674/  10000 (96.74%), best:    9757/10000 (97.57%), error:      1072.39478, best error:       777.80322 on epoch:    44, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 50.9439506531s, input_fired_time: 1.2060890198, output_fired_time: 0.9992982149, propagate_forward_time: 17.0057296753, propagate_backward_time: 28.3911781311, weight_update_time: 0.1735292226, other_time: 3.3416557312
epoch time: 3.6742489338s, input_fired_time: 0.1049621403, output_fired_time: 0.0000000000, propagate_forward_time: 3.2010786533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3682081699
validation[          , genome  6712] predictions:    9654/  10000 (96.54%), best:    9757/10000 (97.57%), error:      1087.65076, best error:       777.80322 on epoch:    44, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 48.7554855347s, input_fired_time: 1.0090813637, output_fired_time: 0.8160988688, propagate_forward_time: 16.5439319611, propagate_backward_time: 27.6883563995, weight_update_time: 0.1443602890, other_time: 2.6980171204
epoch time: 3.9320788383s, input_fired_time: 0.1365830004, output_fired_time: 0.0000000000, propagate_forward_time: 3.3150954247, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4804003239
validation[          , genome  6712] predictions:    9757/  10000 (97.57%), best:    9757/10000 (97.57%), error:       815.90192, best error:       777.80322 on epoch:    44, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 51.3214988708s, input_fired_time: 1.1970615387, output_fired_time: 0.9873172641, propagate_forward_time: 17.1135120392, propagate_backward_time: 28.6777362823, weight_update_time: 0.1694031507, other_time: 3.3458690643
epoch time: 3.8709118366s, input_fired_time: 0.1214621067, output_fired_time: 0.0000000000, propagate_forward_time: 3.2972216606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4522280693
validation[          , genome  6712] predictions:    9602/  10000 (96.02%), best:    9757/10000 (97.57%), error:      1272.60144, best error:       777.80322 on epoch:    44, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 48.6963386536s, input_fired_time: 1.0030958652, output_fired_time: 0.8314841986, propagate_forward_time: 16.5607547760, propagate_backward_time: 27.5982913971, weight_update_time: 0.1442505866, other_time: 2.7027091980
epoch time: 3.7689254284s, input_fired_time: 0.1153928638, output_fired_time: 0.0000000000, propagate_forward_time: 3.2488925457, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4046399593
validation[          , genome  6712] predictions:    9724/  10000 (97.24%), best:    9757/10000 (97.57%), error:       962.24738, best error:       777.80322 on epoch:    44, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 51.0544242859s, input_fired_time: 1.2433003187, output_fired_time: 0.9900146723, propagate_forward_time: 16.9505500793, propagate_backward_time: 28.4873485565, weight_update_time: 0.1687896401, other_time: 3.3832111359
epoch time: 3.6429243088s, input_fired_time: 0.1040775701, output_fired_time: 0.0000000000, propagate_forward_time: 3.1967098713, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3421368599
validation[          , genome  6712] predictions:    9746/  10000 (97.46%), best:    9757/10000 (97.57%), error:       843.77087, best error:       777.80322 on epoch:    44, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 48.6230735779s, input_fired_time: 1.0061122179, output_fired_time: 0.8316673040, propagate_forward_time: 16.5211982727, propagate_backward_time: 27.5300064087, weight_update_time: 0.1392151564, other_time: 2.7340888977
epoch time: 3.6678178310s, input_fired_time: 0.0992807224, output_fired_time: 0.0000000000, propagate_forward_time: 3.1982686520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3702683449
validation[          , genome  6712] predictions:    9721/  10000 (97.21%), best:    9757/10000 (97.57%), error:       908.49384, best error:       777.80322 on epoch:    44, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 49.1965942383s, input_fired_time: 1.0606254339, output_fired_time: 0.8665969968, propagate_forward_time: 16.6378021240, propagate_backward_time: 27.6731777191, weight_update_time: 0.1570631266, other_time: 2.9583911896
epoch time: 5.1778202057s, input_fired_time: 0.2817240655, output_fired_time: 0.0000000000, propagate_forward_time: 3.7821407318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1139554977
validation[          , genome  6712] predictions:    9711/  10000 (97.11%), best:    9757/10000 (97.57%), error:       948.55762, best error:       777.80322 on epoch:    44, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 47.9461250305s, input_fired_time: 0.9565858245, output_fired_time: 0.7876176834, propagate_forward_time: 16.3971538544, propagate_backward_time: 27.1856021881, weight_update_time: 0.1385457665, other_time: 2.6191673279
epoch time: 4.5635857582s, input_fired_time: 0.2094997466, output_fired_time: 0.0000000000, propagate_forward_time: 3.5730469227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.7810389996
validation[          , genome  6712] predictions:    9734/  10000 (97.34%), best:    9757/10000 (97.57%), error:       882.24329, best error:       777.80322 on epoch:    44, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 48.0956840515s, input_fired_time: 0.9616820812, output_fired_time: 0.7710365653, propagate_forward_time: 16.4669799805, propagate_backward_time: 27.2995491028, weight_update_time: 0.1421184987, other_time: 2.5964355469
epoch time: 5.3418297768s, input_fired_time: 0.2854888439, output_fired_time: 0.0000000000, propagate_forward_time: 3.9519085884, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1044325829
validation[          , genome  6712] predictions:    9639/  10000 (96.39%), best:    9757/10000 (97.57%), error:      1151.58899, best error:       777.80322 on epoch:    44, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 49.6392707825s, input_fired_time: 1.0783852339, output_fired_time: 0.8919252753, propagate_forward_time: 16.7245292664, propagate_backward_time: 28.1072616577, weight_update_time: 0.1483117044, other_time: 2.8371696472
epoch time: 3.6593496799s, input_fired_time: 0.0983448178, output_fired_time: 0.0000000000, propagate_forward_time: 3.1993553638, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3616495132
validation[          , genome  6712] predictions:    9723/  10000 (97.23%), best:    9757/10000 (97.57%), error:       931.69098, best error:       777.80322 on epoch:    44, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 48.8400421143s, input_fired_time: 0.9974380732, output_fired_time: 0.8324933052, propagate_forward_time: 16.6381072998, propagate_backward_time: 27.5987567902, weight_update_time: 0.1486094147, other_time: 2.7732486725
epoch time: 3.6308608055s, input_fired_time: 0.0960308388, output_fired_time: 0.0000000000, propagate_forward_time: 3.1905767918, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3442530632
validation[          , genome  6712] predictions:    9753/  10000 (97.53%), best:    9757/10000 (97.57%), error:       814.19580, best error:       777.80322 on epoch:    44, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 51.2309494019s, input_fired_time: 1.2380256653, output_fired_time: 0.9968727827, propagate_forward_time: 17.1170825958, propagate_backward_time: 28.4241333008, weight_update_time: 0.1722471863, other_time: 3.4548358917
epoch time: 3.7823398113s, input_fired_time: 0.1123466641, output_fired_time: 0.0000000000, propagate_forward_time: 3.2646818161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4053113461
validation[          , genome  6712] predictions:    9704/  10000 (97.04%), best:    9757/10000 (97.57%), error:       951.91278, best error:       777.80322 on epoch:    44, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 48.3158111572s, input_fired_time: 0.9822699428, output_fired_time: 0.8167809248, propagate_forward_time: 16.4562683105, propagate_backward_time: 27.3911724091, weight_update_time: 0.1379740238, other_time: 2.6693210602
epoch time: 3.8605473042s, input_fired_time: 0.1236421019, output_fired_time: 0.0000000000, propagate_forward_time: 3.2848334312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4520716667
validation[          , genome  6712] predictions:    9710/  10000 (97.10%), best:    9757/10000 (97.57%), error:       972.42065, best error:       777.80322 on epoch:    44, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 50.5467147827s, input_fired_time: 1.1854971647, output_fired_time: 0.9824984670, propagate_forward_time: 16.9343738556, propagate_backward_time: 28.1342239380, weight_update_time: 0.1738697588, other_time: 3.3101215363
epoch time: 3.9417650700s, input_fired_time: 0.1396832466, output_fired_time: 0.0000000000, propagate_forward_time: 3.3132760525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4888057709
validation[          , genome  6712] predictions:    9702/  10000 (97.02%), best:    9757/10000 (97.57%), error:       998.90179, best error:       777.80322 on epoch:    44, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 48.3273429871s, input_fired_time: 0.9834076166, output_fired_time: 0.8103091717, propagate_forward_time: 16.4570789337, propagate_backward_time: 27.3879184723, weight_update_time: 0.1468568742, other_time: 2.6886291504
epoch time: 3.9695396423s, input_fired_time: 0.1399152875, output_fired_time: 0.0000000000, propagate_forward_time: 3.3373155594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4923088551
validation[          , genome  6712] predictions:    9715/  10000 (97.15%), best:    9757/10000 (97.57%), error:       945.30487, best error:       777.80322 on epoch:    44, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 50.6821327209s, input_fired_time: 1.1760669947, output_fired_time: 1.0023474693, propagate_forward_time: 16.9090270996, propagate_backward_time: 28.2553215027, weight_update_time: 0.1809252352, other_time: 3.3393707275
epoch time: 3.6799373627s, input_fired_time: 0.1037615389, output_fired_time: 0.0000000000, propagate_forward_time: 3.2234356403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3527402878
validation[          , genome  6712] predictions:    9736/  10000 (97.36%), best:    9757/10000 (97.57%), error:       851.43683, best error:       777.80322 on epoch:    44, 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: 19.3017005920s, input_fired_time: 0.6195659041, output_fired_time: 0.0000000000, propagate_forward_time: 16.4371643066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2449703217
best training[          , genome  6712] predictions:   49432/  50000 (98.86%), best:    9757/10000 (97.57%), error:      1983.38489, best error:       777.80322 on epoch:    44, 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: 3.7320728302s, input_fired_time: 0.1070133150, output_fired_time: 0.0000000000, propagate_forward_time: 3.2558796406, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3691799641
   testing[          , genome  6712] predictions:    9794/  10000 (97.94%), best:    9757/10000 (97.57%), error:       704.63300, best error:       777.80322 on epoch:    44, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
05:00:59 (13020): called boinc_finish(0)

</stderr_txt>
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