Nameexact_genome_1512568488_45_6694_0
Workunit2604701
Created7 Dec 2017, 21:19:57 UTC
Sent7 Dec 2017, 21:23:50 UTC
Report deadline19 Dec 2017, 19:30:46 UTC
Received8 Dec 2017, 9:42:39 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID47445
Run time4 hours 15 min 32 sec
CPU time4 hours 8 min 58 sec
Validate stateValid
Credit2,980.37
Device peak FLOPS4.50 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size125.14 MB
Peak swap size2,589.43 MB
Peak disk usage1.50 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
66710

epoch time: 142.2182464600s, input_fired_time: 1.0858545303, output_fired_time: 0.7657632828, propagate_forward_time: 41.6742057800, propagate_backward_time: 96.5543136597, weight_update_time: 0.1516188979, other_time: 2.1380996704
epoch time: 8.8905286789s, input_fired_time: 0.1440372467, output_fired_time: 0.0000000000, propagate_forward_time: 8.3645048141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3819866180
validation[          , genome  6694] predictions:    9702/  10000 (97.02%), best:    9775/10000 (97.75%), error:       970.97260, best error:       786.42798 on epoch:     8, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 142.1010284424s, input_fired_time: 1.0754799843, output_fired_time: 0.7743737698, propagate_forward_time: 41.6881256104, propagate_backward_time: 96.4208145142, weight_update_time: 0.1515389681, other_time: 2.1422348022
epoch time: 8.8624353409s, input_fired_time: 0.1381142139, output_fired_time: 0.0000000000, propagate_forward_time: 8.3398628235, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3844585419
validation[          , genome  6694] predictions:    9746/  10000 (97.46%), best:    9775/10000 (97.75%), error:       821.57336, best error:       786.42798 on epoch:     8, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 141.6667785645s, input_fired_time: 1.0681577921, output_fired_time: 0.7571129799, propagate_forward_time: 41.6422348022, propagate_backward_time: 96.0666427612, weight_update_time: 0.1547278166, other_time: 2.1326293945
epoch time: 8.7854871750s, input_fired_time: 0.1389501840, output_fired_time: 0.0000000000, propagate_forward_time: 8.2655897141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3809471130
validation[          , genome  6694] predictions:    9767/  10000 (97.67%), best:    9767/10000 (97.67%), error:       724.10980, best error:       724.10980 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 141.9100189209s, input_fired_time: 1.0785475969, output_fired_time: 0.7615268230, propagate_forward_time: 41.6750869751, propagate_backward_time: 96.2636795044, weight_update_time: 0.1502509862, other_time: 2.1311798096
epoch time: 8.8665208817s, input_fired_time: 0.1405331045, output_fired_time: 0.0000000000, propagate_forward_time: 8.3458290100, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3801584244
validation[          , genome  6694] predictions:    9766/  10000 (97.66%), best:    9767/10000 (97.67%), error:       762.78058, best error:       724.10980 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 141.8547058105s, input_fired_time: 1.0798304081, output_fired_time: 0.7553154230, propagate_forward_time: 41.5699615479, propagate_backward_time: 96.3183135986, weight_update_time: 0.1522270739, other_time: 2.1312866211
epoch time: 8.8367471695s, input_fired_time: 0.1441594809, output_fired_time: 0.0000000000, propagate_forward_time: 8.3192749023, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3733129501
validation[          , genome  6694] predictions:    9753/  10000 (97.53%), best:    9767/10000 (97.67%), error:       766.83826, best error:       724.10980 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 141.8093872070s, input_fired_time: 1.0819783211, output_fired_time: 0.7702083588, propagate_forward_time: 41.7073745728, propagate_backward_time: 96.1194839478, weight_update_time: 0.1579803973, other_time: 2.1303405762
epoch time: 9.0062484741s, input_fired_time: 0.1426776052, output_fired_time: 0.0000000000, propagate_forward_time: 8.4763288498, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3872423172
validation[          , genome  6694] predictions:    9708/  10000 (97.08%), best:    9767/10000 (97.67%), error:       918.20258, best error:       724.10980 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 142.0317077637s, input_fired_time: 1.0724053383, output_fired_time: 0.7678453326, propagate_forward_time: 41.7525367737, propagate_backward_time: 96.3000717163, weight_update_time: 0.1516587883, other_time: 2.1388473511
epoch time: 8.8814678192s, input_fired_time: 0.1411440820, output_fired_time: 0.0000000000, propagate_forward_time: 8.3532629013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3870611191
validation[          , genome  6694] predictions:    9756/  10000 (97.56%), best:    9767/10000 (97.67%), error:       801.51636, best error:       724.10980 on epoch:    16, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 142.1333618164s, input_fired_time: 1.0881524086, output_fired_time: 0.7659413815, propagate_forward_time: 41.7423362732, propagate_backward_time: 96.4112396240, weight_update_time: 0.1511932313, other_time: 2.1256866455
epoch time: 8.8523845673s, input_fired_time: 0.1458282918, output_fired_time: 0.0000000000, propagate_forward_time: 8.3224782944, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3840780258
validation[          , genome  6694] predictions:    9765/  10000 (97.65%), best:    9767/10000 (97.67%), error:       770.25580, best error:       724.10980 on epoch:    16, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 142.1165161133s, input_fired_time: 1.0700680017, output_fired_time: 0.7663297057, propagate_forward_time: 41.6848640442, propagate_backward_time: 96.4741516113, weight_update_time: 0.1539935470, other_time: 2.1211090088
epoch time: 8.8536224365s, input_fired_time: 0.1448883414, output_fired_time: 0.0000000000, propagate_forward_time: 8.3277750015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3809595108
validation[          , genome  6694] predictions:    9744/  10000 (97.44%), best:    9767/10000 (97.67%), error:       811.38733, best error:       724.10980 on epoch:    16, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 141.8630828857s, input_fired_time: 1.0857371092, output_fired_time: 0.7681435943, propagate_forward_time: 41.6476440430, propagate_backward_time: 96.2368392944, weight_update_time: 0.1502823085, other_time: 2.1247177124
epoch time: 8.8639020920s, input_fired_time: 0.1427225471, output_fired_time: 0.0000000000, propagate_forward_time: 8.3373317719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3838481903
validation[          , genome  6694] predictions:    9779/  10000 (97.79%), best:    9767/10000 (97.67%), error:       757.89142, best error:       724.10980 on epoch:    16, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 141.8927154541s, input_fired_time: 1.0942529440, output_fired_time: 0.7670249939, propagate_forward_time: 41.7374572754, propagate_backward_time: 96.1811752319, weight_update_time: 0.1517588794, other_time: 2.1128005981
epoch time: 8.8338260651s, input_fired_time: 0.1423862725, output_fired_time: 0.0000000000, propagate_forward_time: 8.3131885529, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3782510757
validation[          , genome  6694] predictions:    9760/  10000 (97.60%), best:    9767/10000 (97.67%), error:       764.78149, best error:       724.10980 on epoch:    16, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 141.8813781738s, input_fired_time: 1.1080532074, output_fired_time: 0.7597900629, propagate_forward_time: 41.6634826660, propagate_backward_time: 96.2219924927, weight_update_time: 0.1506971270, other_time: 2.1280593872
epoch time: 8.9071111679s, input_fired_time: 0.1397254020, output_fired_time: 0.0000000000, propagate_forward_time: 8.3817396164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3856458664
validation[          , genome  6694] predictions:    9762/  10000 (97.62%), best:    9767/10000 (97.67%), error:       764.42487, best error:       724.10980 on epoch:    16, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 141.9006500244s, input_fired_time: 1.0860481262, output_fired_time: 0.7513569593, propagate_forward_time: 41.7073020935, propagate_backward_time: 96.2338027954, weight_update_time: 0.1505573094, other_time: 2.1221389771
epoch time: 8.9034814835s, input_fired_time: 0.1412931532, output_fired_time: 0.0000000000, propagate_forward_time: 8.3828268051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3793611526
validation[          , genome  6694] predictions:    9733/  10000 (97.33%), best:    9767/10000 (97.67%), error:       843.25739, best error:       724.10980 on epoch:    16, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 142.4803009033s, input_fired_time: 1.0880999565, output_fired_time: 0.7617714405, propagate_forward_time: 41.8246917725, propagate_backward_time: 96.6481475830, weight_update_time: 0.1578632295, other_time: 2.1575927734
epoch time: 8.8848133087s, input_fired_time: 0.1429134607, output_fired_time: 0.0000000000, propagate_forward_time: 8.3623008728, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3795986176
validation[          , genome  6694] predictions:    9764/  10000 (97.64%), best:    9767/10000 (97.67%), error:       756.29218, best error:       724.10980 on epoch:    16, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 141.8647918701s, input_fired_time: 1.0787599087, output_fired_time: 0.7596958876, propagate_forward_time: 41.6752166748, propagate_backward_time: 96.2477035522, weight_update_time: 0.1535472423, other_time: 2.1034164429
epoch time: 8.8111877441s, input_fired_time: 0.1417864412, output_fired_time: 0.0000000000, propagate_forward_time: 8.2915382385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3778629303
validation[          , genome  6694] predictions:    9775/  10000 (97.75%), best:    9767/10000 (97.67%), error:       736.59589, best error:       724.10980 on epoch:    16, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 142.0253295898s, input_fired_time: 1.0769486427, output_fired_time: 0.7545953989, propagate_forward_time: 41.7563438416, propagate_backward_time: 96.3098678589, weight_update_time: 0.1524840295, other_time: 2.1275711060
epoch time: 8.8767633438s, input_fired_time: 0.1417441964, output_fired_time: 0.0000000000, propagate_forward_time: 8.3530492783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3819694519
validation[          , genome  6694] predictions:    9721/  10000 (97.21%), best:    9767/10000 (97.67%), error:       905.72906, best error:       724.10980 on epoch:    16, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 142.1148223877s, input_fired_time: 1.0923900604, output_fired_time: 0.7628940344, propagate_forward_time: 41.7005653381, propagate_backward_time: 96.4325485229, weight_update_time: 0.1549833864, other_time: 2.1264266968
epoch time: 8.8479900360s, input_fired_time: 0.1462729275, output_fired_time: 0.0000000000, propagate_forward_time: 8.3177452087, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3839721680
validation[          , genome  6694] predictions:    9716/  10000 (97.16%), best:    9767/10000 (97.67%), error:       875.97626, best error:       724.10980 on epoch:    16, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 142.2079315186s, input_fired_time: 1.0752058029, output_fired_time: 0.7752873302, propagate_forward_time: 41.6927337646, propagate_backward_time: 96.5362243652, weight_update_time: 0.1514563113, other_time: 2.1284790039
epoch time: 8.8197689056s, input_fired_time: 0.1412773132, output_fired_time: 0.0000000000, propagate_forward_time: 8.3010101318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3774814606
validation[          , genome  6694] predictions:    9761/  10000 (97.61%), best:    9767/10000 (97.67%), error:       767.02081, best error:       724.10980 on epoch:    16, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 142.2826080322s, input_fired_time: 1.0901516676, output_fired_time: 0.7655759454, propagate_forward_time: 41.8396377563, propagate_backward_time: 96.4631195068, weight_update_time: 0.1540101171, other_time: 2.1241226196
epoch time: 8.8561782837s, input_fired_time: 0.1459192634, output_fired_time: 0.0000000000, propagate_forward_time: 8.3286476135, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3816118240
validation[          , genome  6694] predictions:    9790/  10000 (97.90%), best:    9790/10000 (97.90%), error:       713.47589, best error:       713.47589 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 142.2324829102s, input_fired_time: 1.0736219883, output_fired_time: 0.7592430711, propagate_forward_time: 41.7431182861, propagate_backward_time: 96.5499114990, weight_update_time: 0.1541328877, other_time: 2.1065826416
epoch time: 8.8788633347s, input_fired_time: 0.1447548568, output_fired_time: 0.0000000000, propagate_forward_time: 8.3560752869, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3780336380
validation[          , genome  6694] predictions:    9750/  10000 (97.50%), best:    9790/10000 (97.90%), error:       785.50024, best error:       713.47589 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 142.3966369629s, input_fired_time: 1.0901905298, output_fired_time: 0.7738445997, propagate_forward_time: 41.7471847534, propagate_backward_time: 96.6491928101, weight_update_time: 0.1506228298, other_time: 2.1362152100
epoch time: 8.9558124542s, input_fired_time: 0.1496918052, output_fired_time: 0.0000000000, propagate_forward_time: 8.4299564362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3761644363
validation[          , genome  6694] predictions:    9785/  10000 (97.85%), best:    9785/10000 (97.85%), error:       706.85236, best error:       706.85236 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 141.9683532715s, input_fired_time: 1.0855376720, output_fired_time: 0.7684878111, propagate_forward_time: 41.6603965759, propagate_backward_time: 96.3299789429, weight_update_time: 0.1543763131, other_time: 2.1239395142
epoch time: 8.8660678864s, input_fired_time: 0.1425817162, output_fired_time: 0.0000000000, propagate_forward_time: 8.3399486542, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3835372925
validation[          , genome  6694] predictions:    9782/  10000 (97.82%), best:    9785/10000 (97.85%), error:       730.95563, best error:       706.85236 on epoch:    34, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 142.1867065430s, input_fired_time: 1.0954334736, output_fired_time: 0.7751623392, propagate_forward_time: 41.7554855347, propagate_backward_time: 96.4332962036, weight_update_time: 0.1514538229, other_time: 2.1273345947
epoch time: 8.8327951431s, input_fired_time: 0.1434507072, output_fired_time: 0.0000000000, propagate_forward_time: 8.2961225510, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3932218552
validation[          , genome  6694] predictions:    9764/  10000 (97.64%), best:    9785/10000 (97.85%), error:       732.16962, best error:       706.85236 on epoch:    34, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 142.0786743164s, input_fired_time: 1.0816420317, output_fired_time: 0.7604511976, propagate_forward_time: 41.7092056274, propagate_backward_time: 96.4137802124, weight_update_time: 0.1521771103, other_time: 2.1136016846
epoch time: 8.8901929855s, input_fired_time: 0.1404685825, output_fired_time: 0.0000000000, propagate_forward_time: 8.3695259094, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3801984787
validation[          , genome  6694] predictions:    9766/  10000 (97.66%), best:    9785/10000 (97.85%), error:       756.26813, best error:       706.85236 on epoch:    34, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 141.8854522705s, input_fired_time: 1.0962755680, output_fired_time: 0.7567754388, propagate_forward_time: 41.6246795654, propagate_backward_time: 96.2635879517, weight_update_time: 0.1518646777, other_time: 2.1441268921
epoch time: 8.8545141220s, input_fired_time: 0.1414943635, output_fired_time: 0.0000000000, propagate_forward_time: 8.3326959610, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3803234100
validation[          , genome  6694] predictions:    9792/  10000 (97.92%), best:    9792/10000 (97.92%), error:       666.85297, best error:       666.85297 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 142.4607391357s, input_fired_time: 1.1013325453, output_fired_time: 0.7674459219, propagate_forward_time: 41.8203086853, propagate_backward_time: 96.6266326904, weight_update_time: 0.1590336114, other_time: 2.1450195312
epoch time: 8.8941240311s, input_fired_time: 0.1447093636, output_fired_time: 0.0000000000, propagate_forward_time: 8.3675422668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3818721771
validation[          , genome  6694] predictions:    9793/  10000 (97.93%), best:    9792/10000 (97.92%), error:       696.14087, best error:       666.85297 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 141.9666290283s, input_fired_time: 1.0823370218, output_fired_time: 0.7614576221, propagate_forward_time: 41.6421852112, propagate_backward_time: 96.3791809082, weight_update_time: 0.1511669308, other_time: 2.1014709473
epoch time: 8.8260793686s, input_fired_time: 0.1429634243, output_fired_time: 0.0000000000, propagate_forward_time: 8.3069257736, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3761901855
validation[          , genome  6694] predictions:    9781/  10000 (97.81%), best:    9792/10000 (97.92%), error:       673.49701, best error:       666.85297 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 142.2412872314s, input_fired_time: 1.0970265865, output_fired_time: 0.7536855936, propagate_forward_time: 41.8000335693, propagate_backward_time: 96.4692077637, weight_update_time: 0.1529850960, other_time: 2.1213226318
epoch time: 8.8523416519s, input_fired_time: 0.1422811002, output_fired_time: 0.0000000000, propagate_forward_time: 8.3267135620, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3833465576
validation[          , genome  6694] predictions:    9807/  10000 (98.07%), best:    9807/10000 (98.07%), error:       650.30347, best error:       650.30347 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 142.2036285400s, input_fired_time: 1.0911639929, output_fired_time: 0.7577140331, propagate_forward_time: 41.7444992065, propagate_backward_time: 96.4890136719, weight_update_time: 0.1528842300, other_time: 2.1212234497
epoch time: 8.8793630600s, input_fired_time: 0.1457809657, output_fired_time: 0.0000000000, propagate_forward_time: 8.3551397324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3784427643
validation[          , genome  6694] predictions:    9774/  10000 (97.74%), best:    9807/10000 (98.07%), error:       768.96924, best error:       650.30347 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 142.3582611084s, input_fired_time: 1.0999069214, output_fired_time: 0.7762615681, propagate_forward_time: 41.8138313293, propagate_backward_time: 96.5300598145, weight_update_time: 0.1611756980, other_time: 2.1382141113
epoch time: 8.8783941269s, input_fired_time: 0.1440277100, output_fired_time: 0.0000000000, propagate_forward_time: 8.3550300598, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3793363571
validation[          , genome  6694] predictions:    9767/  10000 (97.67%), best:    9807/10000 (98.07%), error:       742.27228, best error:       650.30347 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 142.3079223633s, input_fired_time: 1.0881049633, output_fired_time: 0.7725535631, propagate_forward_time: 41.7820549011, propagate_backward_time: 96.5376815796, weight_update_time: 0.1552682221, other_time: 2.1275253296
epoch time: 8.6677303314s, input_fired_time: 0.1425481290, output_fired_time: 0.0000000000, propagate_forward_time: 8.1441345215, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3810472488
validation[          , genome  6694] predictions:    9805/  10000 (98.05%), best:    9805/10000 (98.05%), error:       648.30963, best error:       648.30963 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 142.2896881104s, input_fired_time: 1.0837768316, output_fired_time: 0.7644255757, propagate_forward_time: 41.7415466309, propagate_backward_time: 96.5700302124, weight_update_time: 0.1539617330, other_time: 2.1299209595
epoch time: 8.8674726486s, input_fired_time: 0.1442647427, output_fired_time: 0.0000000000, propagate_forward_time: 8.3275842667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3956232071
validation[          , genome  6694] predictions:    9777/  10000 (97.77%), best:    9805/10000 (98.05%), error:       682.50061, best error:       648.30963 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 141.9597625732s, input_fired_time: 1.0893040895, output_fired_time: 0.7619711161, propagate_forward_time: 41.6071472168, propagate_backward_time: 96.3768844604, weight_update_time: 0.1535046250, other_time: 2.1244430542
epoch time: 8.9046773911s, input_fired_time: 0.1437841505, output_fired_time: 0.0000000000, propagate_forward_time: 8.3784179688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3824748993
validation[          , genome  6694] predictions:    9814/  10000 (98.14%), best:    9814/10000 (98.14%), error:       640.59949, best error:       640.59949 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 142.4035491943s, input_fired_time: 1.0950657129, output_fired_time: 0.7595355511, propagate_forward_time: 41.8077659607, propagate_backward_time: 96.6023025513, weight_update_time: 0.1509698778, other_time: 2.1388778687
epoch time: 8.8742580414s, input_fired_time: 0.1435882598, output_fired_time: 0.0000000000, propagate_forward_time: 8.3422517776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3884181976
validation[          , genome  6694] predictions:    9782/  10000 (97.82%), best:    9814/10000 (98.14%), error:       679.32574, best error:       640.59949 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 142.2865447998s, input_fired_time: 1.0930610895, output_fired_time: 0.7619907856, propagate_forward_time: 41.7997436523, propagate_backward_time: 96.4877243042, weight_update_time: 0.1526721120, other_time: 2.1440200806
epoch time: 8.8463306427s, input_fired_time: 0.1413388103, output_fired_time: 0.0000000000, propagate_forward_time: 8.3224182129, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3825740814
validation[          , genome  6694] predictions:    9788/  10000 (97.88%), best:    9814/10000 (98.14%), error:       707.21173, best error:       640.59949 on epoch:    46, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 142.6685943604s, input_fired_time: 1.1039154530, output_fired_time: 0.7743574381, propagate_forward_time: 41.9198646545, propagate_backward_time: 96.7420578003, weight_update_time: 0.1506361216, other_time: 2.1284103394
epoch time: 8.9043550491s, input_fired_time: 0.1493140906, output_fired_time: 0.0000000000, propagate_forward_time: 8.3699903488, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3850507736
validation[          , genome  6694] predictions:    9766/  10000 (97.66%), best:    9814/10000 (98.14%), error:       759.19214, best error:       640.59949 on epoch:    46, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 142.1403808594s, input_fired_time: 1.1021981239, output_fired_time: 0.7616211176, propagate_forward_time: 41.7462196350, propagate_backward_time: 96.4077301025, weight_update_time: 0.1554517001, other_time: 2.1226043701
epoch time: 8.8137922287s, input_fired_time: 0.1427465230, output_fired_time: 0.0000000000, propagate_forward_time: 8.2937726974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3772726059
validation[          , genome  6694] predictions:    9774/  10000 (97.74%), best:    9814/10000 (98.14%), error:       734.23907, best error:       640.59949 on epoch:    46, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 142.5032348633s, input_fired_time: 1.0999277830, output_fired_time: 0.7547267675, propagate_forward_time: 41.8207931519, propagate_backward_time: 96.6887893677, weight_update_time: 0.1525626183, other_time: 2.1389923096
epoch time: 8.9332675934s, input_fired_time: 0.1462006867, output_fired_time: 0.0000000000, propagate_forward_time: 8.4038600922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3832063675
validation[          , genome  6694] predictions:    9799/  10000 (97.99%), best:    9814/10000 (98.14%), error:       642.06122, best error:       640.59949 on epoch:    46, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 142.3547515869s, input_fired_time: 1.0978713036, output_fired_time: 0.7597727180, propagate_forward_time: 41.7967262268, propagate_backward_time: 96.5813446045, weight_update_time: 0.1580082625, other_time: 2.1190490723
epoch time: 8.8762130737s, input_fired_time: 0.1444931030, output_fired_time: 0.0000000000, propagate_forward_time: 8.3444824219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3872375488
validation[          , genome  6694] predictions:    9776/  10000 (97.76%), best:    9814/10000 (98.14%), error:       723.84485, best error:       640.59949 on epoch:    46, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 142.3346862793s, input_fired_time: 1.0858325958, output_fired_time: 0.7632964253, propagate_forward_time: 41.8533668518, propagate_backward_time: 96.5006256104, weight_update_time: 0.1508278996, other_time: 2.1315765381
epoch time: 9.0028581619s, input_fired_time: 0.1497644782, output_fired_time: 0.0000000000, propagate_forward_time: 8.4655904770, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3875036240
validation[          , genome  6694] predictions:    9637/  10000 (96.37%), best:    9814/10000 (98.14%), error:      1128.35156, best error:       640.59949 on epoch:    46, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 142.1114044189s, input_fired_time: 1.1100308895, output_fired_time: 0.7569687963, propagate_forward_time: 41.6457023621, propagate_backward_time: 96.4750976562, weight_update_time: 0.1501059234, other_time: 2.1235961914
epoch time: 8.8422784805s, input_fired_time: 0.1440784931, output_fired_time: 0.0000000000, propagate_forward_time: 8.3156766891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3825235367
validation[          , genome  6694] predictions:    9790/  10000 (97.90%), best:    9814/10000 (98.14%), error:       710.80469, best error:       640.59949 on epoch:    46, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 142.2616882324s, input_fired_time: 1.1014285088, output_fired_time: 0.7636690736, propagate_forward_time: 41.7760620117, propagate_backward_time: 96.4666519165, weight_update_time: 0.1500059515, other_time: 2.1538772583
epoch time: 8.8465051651s, input_fired_time: 0.1441045851, output_fired_time: 0.0000000000, propagate_forward_time: 8.3171863556, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3852138519
validation[          , genome  6694] predictions:    9791/  10000 (97.91%), best:    9814/10000 (98.14%), error:       687.77612, best error:       640.59949 on epoch:    46, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 142.2327728271s, input_fired_time: 1.1038858891, output_fired_time: 0.7680259943, propagate_forward_time: 41.7712516785, propagate_backward_time: 96.4631652832, weight_update_time: 0.1510550678, other_time: 2.1264495850
epoch time: 8.9494924545s, input_fired_time: 0.1453463435, output_fired_time: 0.0000000000, propagate_forward_time: 8.4170513153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3870944977
validation[          , genome  6694] predictions:    9763/  10000 (97.63%), best:    9814/10000 (98.14%), error:       767.32404, best error:       640.59949 on epoch:    46, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 142.5620727539s, input_fired_time: 1.0979657173, output_fired_time: 0.7564622760, propagate_forward_time: 41.8325233459, propagate_backward_time: 96.7381591797, weight_update_time: 0.1515649408, other_time: 2.1369628906
epoch time: 8.9019670486s, input_fired_time: 0.1435069442, output_fired_time: 0.0000000000, propagate_forward_time: 8.3776140213, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3808460236
validation[          , genome  6694] predictions:    9795/  10000 (97.95%), best:    9814/10000 (98.14%), error:       675.62836, best error:       640.59949 on epoch:    46, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 142.6211395264s, input_fired_time: 1.1058152914, output_fired_time: 0.7616130114, propagate_forward_time: 41.8506965637, propagate_backward_time: 96.7710952759, weight_update_time: 0.1534359157, other_time: 2.1319198608
epoch time: 8.8568191528s, input_fired_time: 0.1444543600, output_fired_time: 0.0000000000, propagate_forward_time: 8.3314046860, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3809604645
validation[          , genome  6694] predictions:    9732/  10000 (97.32%), best:    9814/10000 (98.14%), error:       911.95801, best error:       640.59949 on epoch:    46, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 142.5837097168s, input_fired_time: 1.1049065590, output_fired_time: 0.7624739408, propagate_forward_time: 41.8106613159, propagate_backward_time: 96.7886352539, weight_update_time: 0.1508534253, other_time: 2.1170425415
epoch time: 8.8713150024s, input_fired_time: 0.1513564289, output_fired_time: 0.0000000000, propagate_forward_time: 8.3440580368, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3759002686
validation[          , genome  6694] predictions:    9751/  10000 (97.51%), best:    9814/10000 (98.14%), error:       785.88727, best error:       640.59949 on epoch:    46, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 142.1052551270s, input_fired_time: 1.0978105068, output_fired_time: 0.7599966526, propagate_forward_time: 41.7865562439, propagate_backward_time: 96.3312225342, weight_update_time: 0.1534274966, other_time: 2.1296691895
epoch time: 8.9221639633s, input_fired_time: 0.1521967351, output_fired_time: 0.0000000000, propagate_forward_time: 8.3822050095, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3877620697
validation[          , genome  6694] predictions:    9783/  10000 (97.83%), best:    9814/10000 (98.14%), error:       806.96985, best error:       640.59949 on epoch:    46, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 142.5954132080s, input_fired_time: 1.1022508144, output_fired_time: 0.7831921577, propagate_forward_time: 41.9056816101, propagate_backward_time: 96.6857147217, weight_update_time: 0.1511193216, other_time: 2.1185760498
epoch time: 8.9011344910s, input_fired_time: 0.1453063935, output_fired_time: 0.0000000000, propagate_forward_time: 8.3750410080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3807868958
validation[          , genome  6694] predictions:    9785/  10000 (97.85%), best:    9814/10000 (98.14%), error:       692.93634, best error:       640.59949 on epoch:    46, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 142.1893768311s, input_fired_time: 1.1096894741, output_fired_time: 0.7764387727, propagate_forward_time: 41.6514434814, propagate_backward_time: 96.5170974731, weight_update_time: 0.1521755010, other_time: 2.1346969604
epoch time: 8.8839492798s, input_fired_time: 0.1457386166, output_fired_time: 0.0000000000, propagate_forward_time: 8.3526887894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3855218887
validation[          , genome  6694] predictions:    9774/  10000 (97.74%), best:    9814/10000 (98.14%), error:       734.17419, best error:       640.59949 on epoch:    46, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 142.5886535645s, input_fired_time: 1.1108533144, output_fired_time: 0.7724720836, propagate_forward_time: 41.9018630981, propagate_backward_time: 96.6660842896, weight_update_time: 0.1633339822, other_time: 2.1373748779
epoch time: 8.9487695694s, input_fired_time: 0.1477840394, output_fired_time: 0.0000000000, propagate_forward_time: 8.4167156219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3842697144
validation[          , genome  6694] predictions:    9764/  10000 (97.64%), best:    9814/10000 (98.14%), error:       715.23969, best error:       640.59949 on epoch:    46, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 142.3627471924s, input_fired_time: 1.1106618643, output_fired_time: 0.7593442202, propagate_forward_time: 41.7504310608, propagate_backward_time: 96.6040344238, weight_update_time: 0.1580275744, other_time: 2.1382904053
epoch time: 8.8829965591s, input_fired_time: 0.1451309174, output_fired_time: 0.0000000000, propagate_forward_time: 8.3587751389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3790903091
validation[          , genome  6694] predictions:    9784/  10000 (97.84%), best:    9814/10000 (98.14%), error:       698.33893, best error:       640.59949 on epoch:    46, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 142.6719512939s, input_fired_time: 1.0975670815, output_fired_time: 0.7588713765, propagate_forward_time: 41.9271621704, propagate_backward_time: 96.7583999634, weight_update_time: 0.1525440067, other_time: 2.1299591064
epoch time: 8.9279460907s, input_fired_time: 0.1524865329, output_fired_time: 0.0000000000, propagate_forward_time: 8.3879947662, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3874645233
validation[          , genome  6694] predictions:    9779/  10000 (97.79%), best:    9814/10000 (98.14%), error:       700.68158, best error:       640.59949 on epoch:    46, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 142.1848297119s, input_fired_time: 1.1074607372, output_fired_time: 0.7641100287, propagate_forward_time: 41.7416801453, propagate_backward_time: 96.4575958252, weight_update_time: 0.1503890008, other_time: 2.1139678955
epoch time: 8.8950662613s, input_fired_time: 0.1474195272, output_fired_time: 0.0000000000, propagate_forward_time: 8.3601255417, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3875207901
validation[          , genome  6694] predictions:    9725/  10000 (97.25%), best:    9814/10000 (98.14%), error:       884.23401, best error:       640.59949 on epoch:    46, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 142.3521575928s, input_fired_time: 1.1193441153, output_fired_time: 0.7641614079, propagate_forward_time: 41.7441253662, propagate_backward_time: 96.5983581543, weight_update_time: 0.1520240456, other_time: 2.1261749268
epoch time: 8.8601551056s, input_fired_time: 0.1479549408, output_fired_time: 0.0000000000, propagate_forward_time: 8.3257627487, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3864374161
validation[          , genome  6694] predictions:    9797/  10000 (97.97%), best:    9814/10000 (98.14%), error:       666.86884, best error:       640.59949 on epoch:    46, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 142.3797149658s, input_fired_time: 1.1245640516, output_fired_time: 0.7673050761, propagate_forward_time: 41.7271652222, propagate_backward_time: 96.6282958984, weight_update_time: 0.1552202404, other_time: 2.1323928833
epoch time: 8.8704442978s, input_fired_time: 0.1504198760, output_fired_time: 0.0000000000, propagate_forward_time: 8.3471336365, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3728904724
validation[          , genome  6694] predictions:    9751/  10000 (97.51%), best:    9814/10000 (98.14%), error:       779.98633, best error:       640.59949 on epoch:    46, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 142.4354400635s, input_fired_time: 1.1152865887, output_fired_time: 0.7660667300, propagate_forward_time: 41.7531585693, propagate_backward_time: 96.6995849609, weight_update_time: 0.1513143480, other_time: 2.1013488770
epoch time: 8.8774528503s, input_fired_time: 0.1524415165, output_fired_time: 0.0000000000, propagate_forward_time: 8.3460359573, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3789749146
validation[          , genome  6694] predictions:    9775/  10000 (97.75%), best:    9814/10000 (98.14%), error:       771.96747, best error:       640.59949 on epoch:    46, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 142.2180023193s, input_fired_time: 1.1065187454, output_fired_time: 0.7532595992, propagate_forward_time: 41.6102523804, propagate_backward_time: 96.6121826172, weight_update_time: 0.1525371671, other_time: 2.1357803345
epoch time: 8.9406671524s, input_fired_time: 0.1545720845, output_fired_time: 0.0000000000, propagate_forward_time: 8.3750238419, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4110708237
validation[          , genome  6694] predictions:    9789/  10000 (97.89%), best:    9789/10000 (97.89%), error:       623.39520, best error:       623.39520 on epoch:    70, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 142.6223449707s, input_fired_time: 1.1142007113, output_fired_time: 0.7603113651, propagate_forward_time: 41.9031829834, propagate_backward_time: 96.7377777100, weight_update_time: 0.1529301107, other_time: 2.1068725586
epoch time: 8.9176368713s, input_fired_time: 0.1521583498, output_fired_time: 0.0000000000, propagate_forward_time: 8.3851394653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3803386688
validation[          , genome  6694] predictions:    9792/  10000 (97.92%), best:    9789/10000 (97.89%), error:       656.49292, best error:       623.39520 on epoch:    70, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 142.4558715820s, input_fired_time: 1.1245754957, output_fired_time: 0.7572719455, propagate_forward_time: 41.7420768738, propagate_backward_time: 96.6846389771, weight_update_time: 0.1545614749, other_time: 2.1473007202
epoch time: 8.9638566971s, input_fired_time: 0.1525875777, output_fired_time: 0.0000000000, propagate_forward_time: 8.4289398193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3823289871
validation[          , genome  6694] predictions:    9774/  10000 (97.74%), best:    9789/10000 (97.89%), error:       772.19757, best error:       623.39520 on epoch:    70, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 142.4481811523s, input_fired_time: 1.1167274714, output_fired_time: 0.7570548654, propagate_forward_time: 41.8165931702, propagate_backward_time: 96.6311035156, weight_update_time: 0.1515621990, other_time: 2.1267089844
epoch time: 8.9189291000s, input_fired_time: 0.1515704542, output_fired_time: 0.0000000000, propagate_forward_time: 8.3801031113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3872556686
validation[          , genome  6694] predictions:    9774/  10000 (97.74%), best:    9789/10000 (97.89%), error:       709.28888, best error:       623.39520 on epoch:    70, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 142.3861389160s, input_fired_time: 1.1151388884, output_fired_time: 0.7579351664, propagate_forward_time: 41.7258453369, propagate_backward_time: 96.6553344727, weight_update_time: 0.1534088999, other_time: 2.1318817139
epoch time: 8.9266920090s, input_fired_time: 0.1503030211, output_fired_time: 0.0000000000, propagate_forward_time: 8.3992662430, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3771228790
validation[          , genome  6694] predictions:    9759/  10000 (97.59%), best:    9789/10000 (97.89%), error:       826.22620, best error:       623.39520 on epoch:    70, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 142.2711334229s, input_fired_time: 1.1131119728, output_fired_time: 0.7653161287, propagate_forward_time: 41.7866058350, propagate_backward_time: 96.4850082397, weight_update_time: 0.1537006944, other_time: 2.1210861206
epoch time: 8.8060207367s, input_fired_time: 0.1533127427, output_fired_time: 0.0000000000, propagate_forward_time: 8.2778768539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3748311996
validation[          , genome  6694] predictions:    9768/  10000 (97.68%), best:    9789/10000 (97.89%), error:       744.17432, best error:       623.39520 on epoch:    70, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 142.1781158447s, input_fired_time: 1.1058237553, output_fired_time: 0.7541487217, propagate_forward_time: 41.7582550049, propagate_backward_time: 96.4404525757, weight_update_time: 0.1546553671, other_time: 2.1194381714
epoch time: 8.8719139099s, input_fired_time: 0.1482906342, output_fired_time: 0.0000000000, propagate_forward_time: 8.3390035629, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3846197128
validation[          , genome  6694] predictions:    9815/  10000 (98.15%), best:    9789/10000 (97.89%), error:       627.95886, best error:       623.39520 on epoch:    70, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 142.3188781738s, input_fired_time: 1.1177878380, output_fired_time: 0.7668966055, propagate_forward_time: 41.8085441589, propagate_backward_time: 96.5016479492, weight_update_time: 0.1523973048, other_time: 2.1240081787
epoch time: 8.8864183426s, input_fired_time: 0.1471531391, output_fired_time: 0.0000000000, propagate_forward_time: 8.3595533371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3797121048
validation[          , genome  6694] predictions:    9796/  10000 (97.96%), best:    9789/10000 (97.89%), error:       664.84418, best error:       623.39520 on epoch:    70, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 142.4828491211s, input_fired_time: 1.1189711094, output_fired_time: 0.7601153851, propagate_forward_time: 41.7595710754, propagate_backward_time: 96.7195816040, weight_update_time: 0.1532988846, other_time: 2.1246109009
epoch time: 8.8802137375s, input_fired_time: 0.1465482265, output_fired_time: 0.0000000000, propagate_forward_time: 8.3565378189, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3771276474
validation[          , genome  6694] predictions:    9779/  10000 (97.79%), best:    9789/10000 (97.89%), error:       739.02264, best error:       623.39520 on epoch:    70, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 142.5915222168s, input_fired_time: 1.1224322319, output_fired_time: 0.7649737000, propagate_forward_time: 41.8374404907, propagate_backward_time: 96.7269287109, weight_update_time: 0.1676821113, other_time: 2.1397476196
epoch time: 8.8512554169s, input_fired_time: 0.1496695876, output_fired_time: 0.0000000000, propagate_forward_time: 8.3194894791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3820962906
validation[          , genome  6694] predictions:    9783/  10000 (97.83%), best:    9789/10000 (97.89%), error:       688.23804, best error:       623.39520 on epoch:    70, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 142.4382324219s, input_fired_time: 1.1162985563, output_fired_time: 0.7575569153, propagate_forward_time: 41.7847557068, propagate_backward_time: 96.6586532593, weight_update_time: 0.1590167433, other_time: 2.1209640503
epoch time: 8.8641033173s, input_fired_time: 0.1548998058, output_fired_time: 0.0000000000, propagate_forward_time: 8.3299283981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3792753220
validation[          , genome  6694] predictions:    9775/  10000 (97.75%), best:    9789/10000 (97.89%), error:       774.72290, best error:       623.39520 on epoch:    70, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 142.5283508301s, input_fired_time: 1.1033464670, output_fired_time: 0.7637920380, propagate_forward_time: 41.7956161499, propagate_backward_time: 96.7541656494, weight_update_time: 0.1521570534, other_time: 2.1114273071
epoch time: 8.8794794083s, input_fired_time: 0.1481247842, output_fired_time: 0.0000000000, propagate_forward_time: 8.3444671631, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3868875504
validation[          , genome  6694] predictions:    9789/  10000 (97.89%), best:    9789/10000 (97.89%), error:       674.44836, best error:       623.39520 on epoch:    70, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 142.3587341309s, input_fired_time: 1.1205619574, output_fired_time: 0.7695612907, propagate_forward_time: 41.7587242126, propagate_backward_time: 96.5707855225, weight_update_time: 0.1521016508, other_time: 2.1390991211
epoch time: 8.8990058899s, input_fired_time: 0.1535910666, output_fired_time: 0.0000000000, propagate_forward_time: 8.3631916046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3822231293
validation[          , genome  6694] predictions:    9796/  10000 (97.96%), best:    9789/10000 (97.89%), error:       672.92822, best error:       623.39520 on epoch:    70, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 142.7490692139s, input_fired_time: 1.1334768534, output_fired_time: 0.7700647116, propagate_forward_time: 41.8592720032, propagate_backward_time: 96.8284072876, weight_update_time: 0.1573854685, other_time: 2.1578445435
epoch time: 8.8997850418s, input_fired_time: 0.1525081098, output_fired_time: 0.0000000000, propagate_forward_time: 8.3548488617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3924283981
validation[          , genome  6694] predictions:    9764/  10000 (97.64%), best:    9789/10000 (97.89%), error:       750.38348, best error:       623.39520 on epoch:    70, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 142.3029022217s, input_fired_time: 1.1226158142, output_fired_time: 0.7632062435, propagate_forward_time: 41.6762161255, propagate_backward_time: 96.6127471924, weight_update_time: 0.1518929601, other_time: 2.1281204224
epoch time: 8.8893003464s, input_fired_time: 0.1480205655, output_fired_time: 0.0000000000, propagate_forward_time: 8.3543777466, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3869018555
validation[          , genome  6694] predictions:    9777/  10000 (97.77%), best:    9789/10000 (97.89%), error:       792.45801, best error:       623.39520 on epoch:    70, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 142.6013641357s, input_fired_time: 1.1184803247, output_fired_time: 0.7591793537, propagate_forward_time: 41.8970298767, propagate_backward_time: 96.6953659058, weight_update_time: 0.1531211734, other_time: 2.1312942505
epoch time: 8.8712873459s, input_fired_time: 0.1534878612, output_fired_time: 0.0000000000, propagate_forward_time: 8.3394298553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3783693314
validation[          , genome  6694] predictions:    9775/  10000 (97.75%), best:    9789/10000 (97.89%), error:       715.18396, best error:       623.39520 on epoch:    70, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 142.1798248291s, input_fired_time: 1.1147317886, output_fired_time: 0.7715092301, propagate_forward_time: 41.7338104248, propagate_backward_time: 96.4458847046, weight_update_time: 0.1555788368, other_time: 2.1138839722
epoch time: 8.8750915527s, input_fired_time: 0.1505978853, output_fired_time: 0.0000000000, propagate_forward_time: 8.3471851349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3773088455
validation[          , genome  6694] predictions:    9739/  10000 (97.39%), best:    9789/10000 (97.89%), error:       816.33838, best error:       623.39520 on epoch:    70, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 142.7408752441s, input_fired_time: 1.1250438690, output_fired_time: 0.7601746321, propagate_forward_time: 41.9094238281, propagate_backward_time: 96.8196563721, weight_update_time: 0.1547632813, other_time: 2.1265716553
epoch time: 8.8941230774s, input_fired_time: 0.1506874412, output_fired_time: 0.0000000000, propagate_forward_time: 8.3658332825, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3776025772
validation[          , genome  6694] predictions:    9754/  10000 (97.54%), best:    9789/10000 (97.89%), error:       831.75983, best error:       623.39520 on epoch:    70, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 142.2077636719s, input_fired_time: 1.1258981228, output_fired_time: 0.7578272223, propagate_forward_time: 41.7320594788, propagate_backward_time: 96.4698104858, weight_update_time: 0.1528245956, other_time: 2.1221694946
epoch time: 8.8854379654s, input_fired_time: 0.1499221921, output_fired_time: 0.0000000000, propagate_forward_time: 8.3456659317, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3898496628
validation[          , genome  6694] predictions:    9806/  10000 (98.06%), best:    9789/10000 (97.89%), error:       649.22955, best error:       623.39520 on epoch:    70, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 142.5004882812s, input_fired_time: 1.1263748407, output_fired_time: 0.7750380039, propagate_forward_time: 41.8228073120, propagate_backward_time: 96.6275711060, weight_update_time: 0.1635937542, other_time: 2.1486968994
epoch time: 8.8616628647s, input_fired_time: 0.1490265429, output_fired_time: 0.0000000000, propagate_forward_time: 8.3317375183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3808984756
validation[          , genome  6694] predictions:    9799/  10000 (97.99%), best:    9789/10000 (97.89%), error:       677.40973, best error:       623.39520 on epoch:    70, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 142.4966735840s, input_fired_time: 1.1209762096, output_fired_time: 0.7634487152, propagate_forward_time: 41.8556938171, propagate_backward_time: 96.6379394531, weight_update_time: 0.1556824744, other_time: 2.1186218262
epoch time: 8.8883705139s, input_fired_time: 0.1546073705, output_fired_time: 0.0000000000, propagate_forward_time: 8.3372707367, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3964920044
validation[          , genome  6694] predictions:    9799/  10000 (97.99%), best:    9789/10000 (97.89%), error:       690.20197, best error:       623.39520 on epoch:    70, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 142.2808380127s, input_fired_time: 1.1188400984, output_fired_time: 0.7639544606, propagate_forward_time: 41.8538627625, propagate_backward_time: 96.4236755371, weight_update_time: 0.1517760456, other_time: 2.1204986572
epoch time: 8.8964681625s, input_fired_time: 0.1529535502, output_fired_time: 0.0000000000, propagate_forward_time: 8.3580913544, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3854236603
validation[          , genome  6694] predictions:    9801/  10000 (98.01%), best:    9789/10000 (97.89%), error:       692.11798, best error:       623.39520 on epoch:    70, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 142.5719909668s, input_fired_time: 1.1299618483, output_fired_time: 0.7625461817, propagate_forward_time: 41.8667182922, propagate_backward_time: 96.6944580078, weight_update_time: 0.1527274996, other_time: 2.1183166504
epoch time: 8.9236412048s, input_fired_time: 0.1520790607, output_fired_time: 0.0000000000, propagate_forward_time: 8.3825817108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3889808655
validation[          , genome  6694] predictions:    9766/  10000 (97.66%), best:    9789/10000 (97.89%), error:       780.23004, best error:       623.39520 on epoch:    70, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 142.7148132324s, input_fired_time: 1.1267913580, output_fired_time: 0.7619708180, propagate_forward_time: 41.9122581482, propagate_backward_time: 96.7845077515, weight_update_time: 0.1643834561, other_time: 2.1292800903
epoch time: 8.8539295197s, input_fired_time: 0.1483035982, output_fired_time: 0.0000000000, propagate_forward_time: 8.3220396042, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3835859299
validation[          , genome  6694] predictions:    9791/  10000 (97.91%), best:    9789/10000 (97.89%), error:       647.56421, best error:       623.39520 on epoch:    70, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 142.3242645264s, input_fired_time: 1.1208508015, output_fired_time: 0.7726096511, propagate_forward_time: 41.7237091064, propagate_backward_time: 96.5573120117, weight_update_time: 0.1514817774, other_time: 2.1497802734
epoch time: 8.9659414291s, input_fired_time: 0.1521367133, output_fired_time: 0.0000000000, propagate_forward_time: 8.4287805557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3850240707
validation[          , genome  6694] predictions:    9772/  10000 (97.72%), best:    9789/10000 (97.89%), error:       727.64404, best error:       623.39520 on epoch:    70, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 142.6635894775s, input_fired_time: 1.1478265524, output_fired_time: 0.7553831935, propagate_forward_time: 41.8559074402, propagate_backward_time: 96.7755813599, weight_update_time: 0.1519190073, other_time: 2.1288833618
epoch time: 8.9637031555s, input_fired_time: 0.1519109011, output_fired_time: 0.0000000000, propagate_forward_time: 8.4323987961, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3793935776
validation[          , genome  6694] predictions:    9804/  10000 (98.04%), best:    9789/10000 (97.89%), error:       673.70575, best error:       623.39520 on epoch:    70, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 142.7695159912s, input_fired_time: 1.1359336376, output_fired_time: 0.7666639090, propagate_forward_time: 41.9044494629, propagate_backward_time: 96.8384857178, weight_update_time: 0.1524927467, other_time: 2.1239776611
epoch time: 8.8891897202s, input_fired_time: 0.1502666622, output_fired_time: 0.0000000000, propagate_forward_time: 8.3623781204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3765449524
validation[          , genome  6694] predictions:    9774/  10000 (97.74%), best:    9789/10000 (97.89%), error:       761.72333, best error:       623.39520 on epoch:    70, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 142.4493865967s, input_fired_time: 1.1287121773, output_fired_time: 0.7691803575, propagate_forward_time: 41.7551536560, propagate_backward_time: 96.6564025879, weight_update_time: 0.1558185518, other_time: 2.1399383545
epoch time: 8.9001760483s, input_fired_time: 0.1490093619, output_fired_time: 0.0000000000, propagate_forward_time: 8.3758802414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3752861023
validation[          , genome  6694] predictions:    9815/  10000 (98.15%), best:    9789/10000 (97.89%), error:       664.85071, best error:       623.39520 on epoch:    70, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 142.4572601318s, input_fired_time: 1.1389873028, output_fired_time: 0.7681176066, propagate_forward_time: 41.7395553589, propagate_backward_time: 96.6887359619, weight_update_time: 0.1548273563, other_time: 2.1218643188
epoch time: 8.8875608444s, input_fired_time: 0.1510065049, output_fired_time: 0.0000000000, propagate_forward_time: 8.3553619385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3811922073
validation[          , genome  6694] predictions:    9780/  10000 (97.80%), best:    9789/10000 (97.89%), error:       683.37781, best error:       623.39520 on epoch:    70, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 142.5486145020s, input_fired_time: 1.1317347288, output_fired_time: 0.7557749152, propagate_forward_time: 41.9336471558, propagate_backward_time: 96.5697174072, weight_update_time: 0.1529176384, other_time: 2.1577529907
epoch time: 8.9213933945s, input_fired_time: 0.1517399698, output_fired_time: 0.0000000000, propagate_forward_time: 8.3731622696, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3964910507
validation[          , genome  6694] predictions:    9799/  10000 (97.99%), best:    9789/10000 (97.89%), error:       672.69556, best error:       623.39520 on epoch:    70, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 142.3483276367s, input_fired_time: 1.1274989843, output_fired_time: 0.7708867192, propagate_forward_time: 41.7836837769, propagate_backward_time: 96.5327224731, weight_update_time: 0.1619271934, other_time: 2.1335296631
epoch time: 8.8894805908s, input_fired_time: 0.1505171210, output_fired_time: 0.0000000000, propagate_forward_time: 8.3549985886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3839645386
validation[          , genome  6694] predictions:    9806/  10000 (98.06%), best:    9789/10000 (97.89%), error:       654.35168, best error:       623.39520 on epoch:    70, 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: 44.6224021912s, input_fired_time: 0.7398695946, output_fired_time: 0.0000000000, propagate_forward_time: 41.9364852905, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.9460487366
best training[          , genome  6694] predictions:   49805/  50000 (99.61%), best:    9789/10000 (97.89%), error:       949.99823, best error:       623.39520 on epoch:    70, 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: 8.8785896301s, input_fired_time: 0.1502586156, output_fired_time: 0.0000000000, propagate_forward_time: 8.3400363922, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3882942200
   testing[          , genome  6694] predictions:    9829/  10000 (98.29%), best:    9789/10000 (97.89%), error:       571.02924, best error:       623.39520 on epoch:    70, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
03:40:24 (95410): called boinc_finish(0)

</stderr_txt>
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