Nameexact_genome_1512568488_44_3388_0
Workunit2588276
Created7 Dec 2017, 4:34:44 UTC
Sent7 Dec 2017, 4:43:00 UTC
Report deadline10 Dec 2017, 4:41:50 UTC
Received7 Dec 2017, 6:33:37 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time1 hours 50 min
CPU time1 hours 43 min 45 sec
Validate stateValid
Credit749.80
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.08 MB
Peak swap size152.52 MB
Peak disk usage1.63 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0609170049, output_fired_time: 0.0000000000, propagate_forward_time: 4.1220827103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4203300476
validation[          , genome  3388] predictions:    9460/  10000 (94.60%), best:    9503/10000 (95.03%), error:      1810.91565, best error:      1670.04443 on epoch:    13, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 56.9824523926s, input_fired_time: 0.4673497677, output_fired_time: 0.4694958329, propagate_forward_time: 21.0917816162, propagate_backward_time: 32.6157798767, weight_update_time: 0.1388737857, other_time: 2.3380432129
epoch time: 4.4056043625s, input_fired_time: 0.0563498810, output_fired_time: 0.0000000000, propagate_forward_time: 3.9543309212, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3949236870
validation[          , genome  3388] predictions:    9415/  10000 (94.15%), best:    9503/10000 (95.03%), error:      1930.25220, best error:      1670.04443 on epoch:    13, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 57.2798805237s, input_fired_time: 0.4729692638, output_fired_time: 0.4699338675, propagate_forward_time: 21.2161617279, propagate_backward_time: 32.7753829956, weight_update_time: 0.1402263492, other_time: 2.3454360962
epoch time: 4.8204383850s, input_fired_time: 0.0588357672, output_fired_time: 0.0000000000, propagate_forward_time: 4.3421535492, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4194488525
validation[          , genome  3388] predictions:    9515/  10000 (95.15%), best:    9515/10000 (95.15%), error:      1641.97913, best error:      1641.97913 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 55.9313545227s, input_fired_time: 0.4679706395, output_fired_time: 0.4621573687, propagate_forward_time: 20.7578125000, propagate_backward_time: 31.9340782166, weight_update_time: 0.1406812966, other_time: 2.3093338013
epoch time: 4.7821469307s, input_fired_time: 0.0618612245, output_fired_time: 0.0000000000, propagate_forward_time: 4.3017296791, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4185562134
validation[          , genome  3388] predictions:    9470/  10000 (94.70%), best:    9515/10000 (95.15%), error:      1805.00525, best error:      1641.97913 on epoch:    16, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 55.3161392212s, input_fired_time: 0.4648738205, output_fired_time: 0.4591872394, propagate_forward_time: 20.4044704437, propagate_backward_time: 31.7016429901, weight_update_time: 0.1385577619, other_time: 2.2859668732
epoch time: 4.7299513817s, input_fired_time: 0.0580954477, output_fired_time: 0.0000000000, propagate_forward_time: 4.2510333061, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4208226204
validation[          , genome  3388] predictions:    9502/  10000 (95.02%), best:    9515/10000 (95.15%), error:      1652.79761, best error:      1641.97913 on epoch:    16, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 56.4246788025s, input_fired_time: 0.4684193730, output_fired_time: 0.4638977647, propagate_forward_time: 20.9352836609, propagate_backward_time: 32.2310295105, weight_update_time: 0.1394953281, other_time: 2.3260498047
epoch time: 4.6310000420s, input_fired_time: 0.0583282821, output_fired_time: 0.0000000000, propagate_forward_time: 4.1539831161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4186887741
validation[          , genome  3388] predictions:    9473/  10000 (94.73%), best:    9515/10000 (95.15%), error:      1693.27368, best error:      1641.97913 on epoch:    16, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 56.9303474426s, input_fired_time: 0.4677280486, output_fired_time: 0.4692401886, propagate_forward_time: 21.0781040192, propagate_backward_time: 32.5817222595, weight_update_time: 0.1401808858, other_time: 2.3335533142
epoch time: 4.6776819229s, input_fired_time: 0.0600938238, output_fired_time: 0.0000000000, propagate_forward_time: 4.2065105438, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4110774994
validation[          , genome  3388] predictions:    9536/  10000 (95.36%), best:    9536/10000 (95.36%), error:      1568.52808, best error:      1568.52808 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 53.7502861023s, input_fired_time: 0.4536151588, output_fired_time: 0.4458531141, propagate_forward_time: 19.8757381439, propagate_backward_time: 30.7227325439, weight_update_time: 0.1339394748, other_time: 2.2523498535
epoch time: 4.6563100815s, input_fired_time: 0.0599478483, output_fired_time: 0.0000000000, propagate_forward_time: 4.1809482574, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4154138565
validation[          , genome  3388] predictions:    9451/  10000 (94.51%), best:    9536/10000 (95.36%), error:      1790.23877, best error:      1568.52808 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 56.9580841064s, input_fired_time: 0.4717943370, output_fired_time: 0.4700437188, propagate_forward_time: 21.1090507507, propagate_backward_time: 32.5739021301, weight_update_time: 0.1409399062, other_time: 2.3332939148
epoch time: 4.7460408211s, input_fired_time: 0.0594407581, output_fired_time: 0.0000000000, propagate_forward_time: 4.2687454224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4178547859
validation[          , genome  3388] predictions:    9498/  10000 (94.98%), best:    9536/10000 (95.36%), error:      1680.89099, best error:      1568.52808 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 56.1489105225s, input_fired_time: 0.4701125920, output_fired_time: 0.4664142728, propagate_forward_time: 20.7670230865, propagate_backward_time: 32.1217575073, weight_update_time: 0.1371158361, other_time: 2.3236007690
epoch time: 4.6262731552s, input_fired_time: 0.0596455820, output_fired_time: 0.0000000000, propagate_forward_time: 4.1443982124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4222292900
validation[          , genome  3388] predictions:    9534/  10000 (95.34%), best:    9536/10000 (95.36%), error:      1580.26831, best error:      1568.52808 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 55.9041900635s, input_fired_time: 0.4631039798, output_fired_time: 0.4650694132, propagate_forward_time: 20.6826648712, propagate_backward_time: 31.9793872833, weight_update_time: 0.1384010911, other_time: 2.3139629364
epoch time: 4.7886915207s, input_fired_time: 0.0600590892, output_fired_time: 0.0000000000, propagate_forward_time: 4.3007535934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4278788567
validation[          , genome  3388] predictions:    9522/  10000 (95.22%), best:    9536/10000 (95.36%), error:      1612.50037, best error:      1568.52808 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 57.2321701050s, input_fired_time: 0.4708624780, output_fired_time: 0.4734976292, propagate_forward_time: 21.1821956635, propagate_backward_time: 32.7696990967, weight_update_time: 0.1394134015, other_time: 2.3359146118
epoch time: 4.7637143135s, input_fired_time: 0.0600422025, output_fired_time: 0.0000000000, propagate_forward_time: 4.2883429527, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4153289795
validation[          , genome  3388] predictions:    9497/  10000 (94.97%), best:    9536/10000 (95.36%), error:      1628.20593, best error:      1568.52808 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 57.6743011475s, input_fired_time: 0.4767188728, output_fired_time: 0.4765189290, propagate_forward_time: 21.3404178619, propagate_backward_time: 33.0418891907, weight_update_time: 0.1430096328, other_time: 2.3387565613
epoch time: 4.8043675423s, input_fired_time: 0.0612076819, output_fired_time: 0.0000000000, propagate_forward_time: 4.3223352432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4208245277
validation[          , genome  3388] predictions:    9534/  10000 (95.34%), best:    9536/10000 (95.36%), error:      1595.90466, best error:      1568.52808 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 56.2250747681s, input_fired_time: 0.4656688273, output_fired_time: 0.4683249593, propagate_forward_time: 20.7521610260, propagate_backward_time: 32.2231369019, weight_update_time: 0.1395001262, other_time: 2.3157806396
epoch time: 4.6773576736s, input_fired_time: 0.0594884343, output_fired_time: 0.0000000000, propagate_forward_time: 4.2044868469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4133825302
validation[          , genome  3388] predictions:    9528/  10000 (95.28%), best:    9536/10000 (95.36%), error:      1618.42163, best error:      1568.52808 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 56.6651611328s, input_fired_time: 0.4673755169, output_fired_time: 0.4706016779, propagate_forward_time: 20.9601821899, propagate_backward_time: 32.4491539001, weight_update_time: 0.1377083063, other_time: 2.3178482056
epoch time: 4.8862514496s, input_fired_time: 0.0620838217, output_fired_time: 0.0000000000, propagate_forward_time: 4.4039444923, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4202232361
validation[          , genome  3388] predictions:    9452/  10000 (94.52%), best:    9536/10000 (95.36%), error:      1831.41516, best error:      1568.52808 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 56.6409111023s, input_fired_time: 0.4676099122, output_fired_time: 0.4690288007, propagate_forward_time: 21.0415954590, propagate_backward_time: 32.3665351868, weight_update_time: 0.1380974650, other_time: 2.2961425781
epoch time: 4.5766921043s, input_fired_time: 0.0590717345, output_fired_time: 0.0000000000, propagate_forward_time: 4.1041555405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4134650230
validation[          , genome  3388] predictions:    9443/  10000 (94.43%), best:    9536/10000 (95.36%), error:      1809.83594, best error:      1568.52808 on epoch:    20, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 56.0400047302s, input_fired_time: 0.4685184956, output_fired_time: 0.4649613500, propagate_forward_time: 20.7106971741, propagate_backward_time: 32.0904846191, weight_update_time: 0.1365414858, other_time: 2.3053436279
epoch time: 4.7806735039s, input_fired_time: 0.0607424714, output_fired_time: 0.0000000000, propagate_forward_time: 4.3038101196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4161210060
validation[          , genome  3388] predictions:    9474/  10000 (94.74%), best:    9536/10000 (95.36%), error:      1733.97583, best error:      1568.52808 on epoch:    20, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 56.5508003235s, input_fired_time: 0.4678069949, output_fired_time: 0.4663082361, propagate_forward_time: 20.9357414246, propagate_backward_time: 32.3683929443, weight_update_time: 0.1392602026, other_time: 2.3125495911
epoch time: 4.6479988098s, input_fired_time: 0.0599447340, output_fired_time: 0.0000000000, propagate_forward_time: 4.1753664017, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4126877785
validation[          , genome  3388] predictions:    9533/  10000 (95.33%), best:    9536/10000 (95.36%), error:      1573.48596, best error:      1568.52808 on epoch:    20, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 56.7089004517s, input_fired_time: 0.4689631760, output_fired_time: 0.4693005383, propagate_forward_time: 20.9520893097, propagate_backward_time: 32.4854774475, weight_update_time: 0.1397067010, other_time: 2.3330726624
epoch time: 4.3270287514s, input_fired_time: 0.0573871695, output_fired_time: 0.0000000000, propagate_forward_time: 3.8768208027, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3928205967
validation[          , genome  3388] predictions:    9510/  10000 (95.10%), best:    9536/10000 (95.36%), error:      1608.44141, best error:      1568.52808 on epoch:    20, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 56.0817680359s, input_fired_time: 0.4665366411, output_fired_time: 0.4666129947, propagate_forward_time: 20.7703475952, propagate_backward_time: 32.0720481873, weight_update_time: 0.1382732987, other_time: 2.3062210083
epoch time: 4.4027590752s, input_fired_time: 0.0565587096, output_fired_time: 0.0000000000, propagate_forward_time: 3.9484879971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3977124691
validation[          , genome  3388] predictions:    9534/  10000 (95.34%), best:    9534/10000 (95.34%), error:      1545.76538, best error:      1545.76538 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 55.3330345154s, input_fired_time: 0.4616168737, output_fired_time: 0.4567639232, propagate_forward_time: 20.4643478394, propagate_backward_time: 31.6733112335, weight_update_time: 0.1362597644, other_time: 2.2769947052
epoch time: 4.6919016838s, input_fired_time: 0.0601882450, output_fired_time: 0.0000000000, propagate_forward_time: 4.2234983444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4082150459
validation[          , genome  3388] predictions:    9496/  10000 (94.96%), best:    9534/10000 (95.34%), error:      1583.58582, best error:      1545.76538 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 57.2036170959s, input_fired_time: 0.4716052711, output_fired_time: 0.4721134901, propagate_forward_time: 21.1856899261, propagate_backward_time: 32.7387123108, weight_update_time: 0.1408268660, other_time: 2.3354988098
epoch time: 4.7291517258s, input_fired_time: 0.0599291287, output_fired_time: 0.0000000000, propagate_forward_time: 4.2512378693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4179849625
validation[          , genome  3388] predictions:    9556/  10000 (95.56%), best:    9556/10000 (95.56%), error:      1522.58826, best error:      1522.58826 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 57.4508285522s, input_fired_time: 0.4805302918, output_fired_time: 0.4742445946, propagate_forward_time: 21.2772903442, propagate_backward_time: 32.8789176941, weight_update_time: 0.1410662532, other_time: 2.3398475647
epoch time: 4.7354607582s, input_fired_time: 0.0609130003, output_fired_time: 0.0000000000, propagate_forward_time: 4.2574114799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4171361923
validation[          , genome  3388] predictions:    9541/  10000 (95.41%), best:    9556/10000 (95.56%), error:      1536.15710, best error:      1522.58826 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 56.4489593506s, input_fired_time: 0.4701616764, output_fired_time: 0.4651329517, propagate_forward_time: 20.9018917084, propagate_backward_time: 32.2972679138, weight_update_time: 0.1401773095, other_time: 2.3145027161
epoch time: 4.5093760490s, input_fired_time: 0.0576733947, output_fired_time: 0.0000000000, propagate_forward_time: 4.0376157761, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4140868187
validation[          , genome  3388] predictions:    9519/  10000 (95.19%), best:    9556/10000 (95.56%), error:      1609.00940, best error:      1522.58826 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 56.7536926270s, input_fired_time: 0.4751608670, output_fired_time: 0.4719752669, propagate_forward_time: 20.9947967529, propagate_backward_time: 32.4845771790, weight_update_time: 0.1412466764, other_time: 2.3271827698
epoch time: 4.3508496284s, input_fired_time: 0.0571770407, output_fired_time: 0.0000000000, propagate_forward_time: 3.9022402763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3914322853
validation[          , genome  3388] predictions:    9544/  10000 (95.44%), best:    9544/10000 (95.44%), error:      1512.78552, best error:      1512.78552 on epoch:    38, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 56.7532081604s, input_fired_time: 0.4769167006, output_fired_time: 0.4739494324, propagate_forward_time: 21.0539398193, propagate_backward_time: 32.4143104553, weight_update_time: 0.1404769421, other_time: 2.3340911865
epoch time: 4.6906294823s, input_fired_time: 0.0600003824, output_fired_time: 0.0000000000, propagate_forward_time: 4.2156066895, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4150223732
validation[          , genome  3388] predictions:    9523/  10000 (95.23%), best:    9544/10000 (95.44%), error:      1582.55334, best error:      1512.78552 on epoch:    38, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 55.0665817261s, input_fired_time: 0.4604945481, output_fired_time: 0.4562779367, propagate_forward_time: 20.3486537933, propagate_backward_time: 31.5295944214, weight_update_time: 0.1363500953, other_time: 2.2715606689
epoch time: 4.5458798409s, input_fired_time: 0.0590134151, output_fired_time: 0.0000000000, propagate_forward_time: 4.0778374672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4090290070
validation[          , genome  3388] predictions:    9499/  10000 (94.99%), best:    9544/10000 (95.44%), error:      1677.32422, best error:      1512.78552 on epoch:    38, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 57.0978279114s, input_fired_time: 0.4780968428, output_fired_time: 0.4688432813, propagate_forward_time: 21.1179466248, propagate_backward_time: 32.6952247620, weight_update_time: 0.1413580030, other_time: 2.3377189636
epoch time: 4.4082345963s, input_fired_time: 0.0561295003, output_fired_time: 0.0000000000, propagate_forward_time: 3.9535732269, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3985319138
validation[          , genome  3388] predictions:    9559/  10000 (95.59%), best:    9544/10000 (95.44%), error:      1518.43506, best error:      1512.78552 on epoch:    38, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 56.9881515503s, input_fired_time: 0.4815321565, output_fired_time: 0.4712962210, propagate_forward_time: 21.1016921997, propagate_backward_time: 32.6154670715, weight_update_time: 0.1398527920, other_time: 2.3181648254
epoch time: 4.8216471672s, input_fired_time: 0.0608827211, output_fired_time: 0.0000000000, propagate_forward_time: 4.3455920219, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4151725769
validation[          , genome  3388] predictions:    9551/  10000 (95.51%), best:    9544/10000 (95.44%), error:      1516.26782, best error:      1512.78552 on epoch:    38, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 56.5925865173s, input_fired_time: 0.4724341333, output_fired_time: 0.4712782502, propagate_forward_time: 20.8648166656, propagate_backward_time: 32.4635772705, weight_update_time: 0.1388498098, other_time: 2.3204803467
epoch time: 4.7734007835s, input_fired_time: 0.0611079633, output_fired_time: 0.0000000000, propagate_forward_time: 4.2859058380, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4263868332
validation[          , genome  3388] predictions:    9511/  10000 (95.11%), best:    9544/10000 (95.44%), error:      1638.03955, best error:      1512.78552 on epoch:    38, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 54.7607536316s, input_fired_time: 0.4645864964, output_fired_time: 0.4560839534, propagate_forward_time: 20.1585350037, propagate_backward_time: 31.4294815063, weight_update_time: 0.1345742047, other_time: 2.2520637512
epoch time: 4.4840197563s, input_fired_time: 0.0589898340, output_fired_time: 0.0000000000, propagate_forward_time: 4.0230393410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4019904137
validation[          , genome  3388] predictions:    9543/  10000 (95.43%), best:    9544/10000 (95.44%), error:      1522.47961, best error:      1512.78552 on epoch:    38, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 56.8443069458s, input_fired_time: 0.4702856839, output_fired_time: 0.4732128978, propagate_forward_time: 20.9584388733, propagate_backward_time: 32.6184387207, weight_update_time: 0.1403122842, other_time: 2.3239288330
epoch time: 4.6804242134s, input_fired_time: 0.0599825233, output_fired_time: 0.0000000000, propagate_forward_time: 4.2132267952, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4072151184
validation[          , genome  3388] predictions:    9549/  10000 (95.49%), best:    9544/10000 (95.44%), error:      1533.68811, best error:      1512.78552 on epoch:    38, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 56.7757225037s, input_fired_time: 0.4712034464, output_fired_time: 0.4715465307, propagate_forward_time: 20.9754867554, propagate_backward_time: 32.5420112610, weight_update_time: 0.1384268403, other_time: 2.3154754639
epoch time: 4.6515073776s, input_fired_time: 0.0596851818, output_fired_time: 0.0000000000, propagate_forward_time: 4.1776714325, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4141507149
validation[          , genome  3388] predictions:    9540/  10000 (95.40%), best:    9540/10000 (95.40%), error:      1509.33875, best error:      1509.33875 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 56.5863914490s, input_fired_time: 0.4750947058, output_fired_time: 0.4700464606, propagate_forward_time: 20.9446678162, propagate_backward_time: 32.3642234802, weight_update_time: 0.1403767914, other_time: 2.3323593140
epoch time: 4.4643502235s, input_fired_time: 0.0577686653, output_fired_time: 0.0000000000, propagate_forward_time: 4.0011372566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4054441452
validation[          , genome  3388] predictions:    9548/  10000 (95.48%), best:    9548/10000 (95.48%), error:      1482.51135, best error:      1482.51135 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 56.8016357422s, input_fired_time: 0.4716878533, output_fired_time: 0.4712584317, propagate_forward_time: 21.0691165924, propagate_backward_time: 32.4529380798, weight_update_time: 0.1388577968, other_time: 2.3366355896
epoch time: 3.9078893661s, input_fired_time: 0.0505727865, output_fired_time: 0.0000000000, propagate_forward_time: 3.4948246479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3624918461
validation[          , genome  3388] predictions:    9516/  10000 (95.16%), best:    9548/10000 (95.48%), error:      1586.19043, best error:      1482.51135 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 57.0784645081s, input_fired_time: 0.4759212434, output_fired_time: 0.4736348391, propagate_forward_time: 21.1180210114, propagate_backward_time: 32.6848831177, weight_update_time: 0.1402062923, other_time: 2.3260040283
epoch time: 4.2336692810s, input_fired_time: 0.0556687154, output_fired_time: 0.0000000000, propagate_forward_time: 3.7878570557, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3901433945
validation[          , genome  3388] predictions:    9526/  10000 (95.26%), best:    9548/10000 (95.48%), error:      1594.70898, best error:      1482.51135 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 57.3577957153s, input_fired_time: 0.4746306241, output_fired_time: 0.4766001403, propagate_forward_time: 21.1772956848, propagate_backward_time: 32.9009666443, weight_update_time: 0.1421801448, other_time: 2.3283004761
epoch time: 4.7328829765s, input_fired_time: 0.0629853234, output_fired_time: 0.0000000000, propagate_forward_time: 4.2471175194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4227800369
validation[          , genome  3388] predictions:    9503/  10000 (95.03%), best:    9548/10000 (95.48%), error:      1630.48572, best error:      1482.51135 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 56.3273048401s, input_fired_time: 0.4730202556, output_fired_time: 0.4655797482, propagate_forward_time: 20.8393306732, propagate_backward_time: 32.2435417175, weight_update_time: 0.1387509406, other_time: 2.3058357239
epoch time: 4.8070826530s, input_fired_time: 0.0615518205, output_fired_time: 0.0000000000, propagate_forward_time: 4.3212165833, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4243140221
validation[          , genome  3388] predictions:    9540/  10000 (95.40%), best:    9548/10000 (95.48%), error:      1526.03442, best error:      1482.51135 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 56.6638145447s, input_fired_time: 0.4765320122, output_fired_time: 0.4664302468, propagate_forward_time: 20.9141826630, propagate_backward_time: 32.4807014465, weight_update_time: 0.1401608884, other_time: 2.3259696960
epoch time: 4.4613862038s, input_fired_time: 0.0613408238, output_fired_time: 0.0000000000, propagate_forward_time: 3.9992606640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4007847309
validation[          , genome  3388] predictions:    9547/  10000 (95.47%), best:    9548/10000 (95.48%), error:      1536.87585, best error:      1482.51135 on epoch:    47, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 57.0911483765s, input_fired_time: 0.4758742750, output_fired_time: 0.4723096788, propagate_forward_time: 21.0673656464, propagate_backward_time: 32.7518501282, weight_update_time: 0.1427737027, other_time: 2.3237495422
epoch time: 4.7826251984s, input_fired_time: 0.0609944686, output_fired_time: 0.0000000000, propagate_forward_time: 4.3017497063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4198808670
validation[          , genome  3388] predictions:    9434/  10000 (94.34%), best:    9548/10000 (95.48%), error:      1811.43335, best error:      1482.51135 on epoch:    47, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 56.0050697327s, input_fired_time: 0.4678784311, output_fired_time: 0.4656596780, propagate_forward_time: 20.5772705078, propagate_backward_time: 32.1760444641, weight_update_time: 0.1376838535, other_time: 2.3182144165
epoch time: 4.7665739059s, input_fired_time: 0.0610696934, output_fired_time: 0.0000000000, propagate_forward_time: 4.2869596481, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4185447693
validation[          , genome  3388] predictions:    9548/  10000 (95.48%), best:    9548/10000 (95.48%), error:      1554.66907, best error:      1482.51135 on epoch:    47, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 57.0120925903s, input_fired_time: 0.4770003259, output_fired_time: 0.4728800654, propagate_forward_time: 21.0627155304, propagate_backward_time: 32.6710891724, weight_update_time: 0.1396177560, other_time: 2.3284072876
epoch time: 4.4730539322s, input_fired_time: 0.0589082949, output_fired_time: 0.0000000000, propagate_forward_time: 4.0130357742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4011096954
validation[          , genome  3388] predictions:    9548/  10000 (95.48%), best:    9548/10000 (95.48%), error:      1509.01501, best error:      1482.51135 on epoch:    47, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 56.0781288147s, input_fired_time: 0.4717848301, output_fired_time: 0.4641022980, propagate_forward_time: 20.6478748322, propagate_backward_time: 32.1598320007, weight_update_time: 0.1386885941, other_time: 2.3345298767
epoch time: 4.0926609039s, input_fired_time: 0.0544770136, output_fired_time: 0.0000000000, propagate_forward_time: 3.6633093357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3748743534
validation[          , genome  3388] predictions:    9501/  10000 (95.01%), best:    9548/10000 (95.48%), error:      1663.22961, best error:      1482.51135 on epoch:    47, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 55.6258316040s, input_fired_time: 0.4665842354, output_fired_time: 0.4617143869, propagate_forward_time: 20.5132255554, propagate_backward_time: 31.8961124420, weight_update_time: 0.1370632946, other_time: 2.2881946564
epoch time: 4.1608009338s, input_fired_time: 0.0554751158, output_fired_time: 0.0000000000, propagate_forward_time: 3.7254583836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3798673153
validation[          , genome  3388] predictions:    9501/  10000 (95.01%), best:    9548/10000 (95.48%), error:      1618.37573, best error:      1482.51135 on epoch:    47, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 56.4784278870s, input_fired_time: 0.4731137753, output_fired_time: 0.4677316546, propagate_forward_time: 20.9101696014, propagate_backward_time: 32.3106002808, weight_update_time: 0.1384180337, other_time: 2.3168106079
epoch time: 4.6664485931s, input_fired_time: 0.0597942360, output_fired_time: 0.0000000000, propagate_forward_time: 4.1961579323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4104962349
validation[          , genome  3388] predictions:    9526/  10000 (95.26%), best:    9548/10000 (95.48%), error:      1570.34558, best error:      1482.51135 on epoch:    47, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 56.8414497375s, input_fired_time: 0.4749156237, output_fired_time: 0.4703768194, propagate_forward_time: 20.9488983154, propagate_backward_time: 32.6276359558, weight_update_time: 0.1402850300, other_time: 2.3196258545
epoch time: 4.6505355835s, input_fired_time: 0.0593833178, output_fired_time: 0.0000000000, propagate_forward_time: 4.1774458885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4137063026
validation[          , genome  3388] predictions:    9549/  10000 (95.49%), best:    9548/10000 (95.48%), error:      1546.42114, best error:      1482.51135 on epoch:    47, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 56.9100685120s, input_fired_time: 0.4809202254, output_fired_time: 0.4678988457, propagate_forward_time: 21.0472469330, propagate_backward_time: 32.5759201050, weight_update_time: 0.1405508965, other_time: 2.3380813599
epoch time: 4.8286480904s, input_fired_time: 0.0620695800, output_fired_time: 0.0000000000, propagate_forward_time: 4.3465151787, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4200634956
validation[          , genome  3388] predictions:    9539/  10000 (95.39%), best:    9548/10000 (95.48%), error:      1521.99243, best error:      1482.51135 on epoch:    47, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 57.1631088257s, input_fired_time: 0.4773397446, output_fired_time: 0.4739393592, propagate_forward_time: 21.1256427765, propagate_backward_time: 32.7495384216, weight_update_time: 0.1431569159, other_time: 2.3366508484
epoch time: 4.7798194885s, input_fired_time: 0.0625009462, output_fired_time: 0.0000000000, propagate_forward_time: 4.3057451248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4115734100
validation[          , genome  3388] predictions:    9510/  10000 (95.10%), best:    9548/10000 (95.48%), error:      1616.56714, best error:      1482.51135 on epoch:    47, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 56.4800720215s, input_fired_time: 0.4746066034, output_fired_time: 0.4688080549, propagate_forward_time: 20.8412094116, propagate_backward_time: 32.3849449158, weight_update_time: 0.1381121576, other_time: 2.3105049133
epoch time: 4.7477040291s, input_fired_time: 0.0613911152, output_fired_time: 0.0000000000, propagate_forward_time: 4.2668867111, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4194259644
validation[          , genome  3388] predictions:    9533/  10000 (95.33%), best:    9548/10000 (95.48%), error:      1546.06104, best error:      1482.51135 on epoch:    47, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 56.4922485352s, input_fired_time: 0.4751055241, output_fired_time: 0.4668965340, propagate_forward_time: 20.8498935699, propagate_backward_time: 32.3796920776, weight_update_time: 0.1396511495, other_time: 2.3206634521
epoch time: 4.5267901421s, input_fired_time: 0.0584128574, output_fired_time: 0.0000000000, propagate_forward_time: 4.0618872643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4064898491
validation[          , genome  3388] predictions:    9544/  10000 (95.44%), best:    9548/10000 (95.48%), error:      1532.27380, best error:      1482.51135 on epoch:    47, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 56.8910598755s, input_fired_time: 0.4738431573, output_fired_time: 0.4731705189, propagate_forward_time: 21.1595115662, propagate_backward_time: 32.4583358765, weight_update_time: 0.1379144788, other_time: 2.3261985779
epoch time: 4.3784999847s, input_fired_time: 0.0565822758, output_fired_time: 0.0000000000, propagate_forward_time: 3.9309892654, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3909282684
validation[          , genome  3388] predictions:    9511/  10000 (95.11%), best:    9548/10000 (95.48%), error:      1595.68372, best error:      1482.51135 on epoch:    47, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 56.6887474060s, input_fired_time: 0.4773146808, output_fired_time: 0.4665184915, propagate_forward_time: 20.8944988251, propagate_backward_time: 32.5242767334, weight_update_time: 0.1389948726, other_time: 2.3261413574
epoch time: 4.5596241951s, input_fired_time: 0.0604215227, output_fired_time: 0.0000000000, propagate_forward_time: 4.0799298286, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4192728996
validation[          , genome  3388] predictions:    9515/  10000 (95.15%), best:    9548/10000 (95.48%), error:      1593.98169, best error:      1482.51135 on epoch:    47, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 56.4498558044s, input_fired_time: 0.4757635295, output_fired_time: 0.4666532874, propagate_forward_time: 20.8183727264, propagate_backward_time: 32.3765602112, weight_update_time: 0.1391302794, other_time: 2.3125038147
epoch time: 4.8320646286s, input_fired_time: 0.0612504520, output_fired_time: 0.0000000000, propagate_forward_time: 4.3504209518, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4203929901
validation[          , genome  3388] predictions:    9561/  10000 (95.61%), best:    9561/10000 (95.61%), error:      1453.53967, best error:      1453.53967 on epoch:    66, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 55.9265480042s, input_fired_time: 0.4722861648, output_fired_time: 0.4646022320, propagate_forward_time: 20.6393585205, propagate_backward_time: 32.0526466370, weight_update_time: 0.1387902051, other_time: 2.2976531982
epoch time: 4.6620635986s, input_fired_time: 0.0594282933, output_fired_time: 0.0000000000, propagate_forward_time: 4.1913881302, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4112472534
validation[          , genome  3388] predictions:    9577/  10000 (95.77%), best:    9577/10000 (95.77%), error:      1435.77039, best error:      1435.77039 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 57.3265914917s, input_fired_time: 0.4808054268, output_fired_time: 0.4720338583, propagate_forward_time: 21.2269668579, propagate_backward_time: 32.8069610596, weight_update_time: 0.1414911151, other_time: 2.3398246765
epoch time: 4.7520136833s, input_fired_time: 0.0621777475, output_fired_time: 0.0000000000, propagate_forward_time: 4.2683496475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4214863777
validation[          , genome  3388] predictions:    9532/  10000 (95.32%), best:    9577/10000 (95.77%), error:      1550.80762, best error:      1435.77039 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 56.5449028015s, input_fired_time: 0.4754474163, output_fired_time: 0.4744176567, propagate_forward_time: 20.8931198120, propagate_backward_time: 32.3876152039, weight_update_time: 0.1394681782, other_time: 2.3143005371
epoch time: 4.7567090988s, input_fired_time: 0.0622694343, output_fired_time: 0.0000000000, propagate_forward_time: 4.2767591476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4176807404
validation[          , genome  3388] predictions:    9551/  10000 (95.51%), best:    9577/10000 (95.77%), error:      1512.00830, best error:      1435.77039 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 57.0940742493s, input_fired_time: 0.4784246683, output_fired_time: 0.4767583609, propagate_forward_time: 21.1503753662, propagate_backward_time: 32.6527214050, weight_update_time: 0.1419020295, other_time: 2.3357963562
epoch time: 4.7551603317s, input_fired_time: 0.0614529848, output_fired_time: 0.0000000000, propagate_forward_time: 4.2811994553, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4125080109
validation[          , genome  3388] predictions:    9558/  10000 (95.58%), best:    9577/10000 (95.77%), error:      1495.16431, best error:      1435.77039 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 57.2150650024s, input_fired_time: 0.4835858643, output_fired_time: 0.4702418447, propagate_forward_time: 21.1947193146, propagate_backward_time: 32.7325286865, weight_update_time: 0.1394730210, other_time: 2.3339920044
epoch time: 4.4361891747s, input_fired_time: 0.0581679903, output_fired_time: 0.0000000000, propagate_forward_time: 3.9829163551, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3951048851
validation[          , genome  3388] predictions:    9560/  10000 (95.60%), best:    9577/10000 (95.77%), error:      1462.55286, best error:      1435.77039 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 55.8581581116s, input_fired_time: 0.4723423719, output_fired_time: 0.4657002091, propagate_forward_time: 20.6613922119, propagate_backward_time: 31.9465560913, weight_update_time: 0.1375788152, other_time: 2.3121643066
epoch time: 4.4484386444s, input_fired_time: 0.0606547780, output_fired_time: 0.0000000000, propagate_forward_time: 3.9709155560, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4168684483
validation[          , genome  3388] predictions:    9522/  10000 (95.22%), best:    9577/10000 (95.77%), error:      1552.02649, best error:      1435.77039 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 56.8140907288s, input_fired_time: 0.4811995029, output_fired_time: 0.4710450768, propagate_forward_time: 21.0265827179, propagate_backward_time: 32.4988899231, weight_update_time: 0.1409635246, other_time: 2.3363685608
epoch time: 4.5165696144s, input_fired_time: 0.0590788722, output_fired_time: 0.0000000000, propagate_forward_time: 4.0541157722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4033751488
validation[          , genome  3388] predictions:    9539/  10000 (95.39%), best:    9577/10000 (95.77%), error:      1503.34521, best error:      1435.77039 on epoch:    67, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 57.3222427368s, input_fired_time: 0.4799625874, output_fired_time: 0.4759494662, propagate_forward_time: 21.1987915039, propagate_backward_time: 32.8313674927, weight_update_time: 0.1411170065, other_time: 2.3361740112
epoch time: 4.7126889229s, input_fired_time: 0.0614253767, output_fired_time: 0.0000000000, propagate_forward_time: 4.2351140976, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4161496162
validation[          , genome  3388] predictions:    9561/  10000 (95.61%), best:    9577/10000 (95.77%), error:      1505.36877, best error:      1435.77039 on epoch:    67, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 56.6236877441s, input_fired_time: 0.4803963006, output_fired_time: 0.4674130082, propagate_forward_time: 20.9558677673, propagate_backward_time: 32.3936691284, weight_update_time: 0.1410774887, other_time: 2.3263397217
epoch time: 4.6912360191s, input_fired_time: 0.0606137961, output_fired_time: 0.0000000000, propagate_forward_time: 4.2063317299, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4242906570
validation[          , genome  3388] predictions:    9556/  10000 (95.56%), best:    9577/10000 (95.77%), error:      1474.25500, best error:      1435.77039 on epoch:    67, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 53.9515533447s, input_fired_time: 0.4620635211, output_fired_time: 0.4489209056, propagate_forward_time: 19.9297885895, propagate_backward_time: 30.8583812714, weight_update_time: 0.1344464272, other_time: 2.2523975372
epoch time: 4.7555174828s, input_fired_time: 0.0613902174, output_fired_time: 0.0000000000, propagate_forward_time: 4.2747831345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4193439484
validation[          , genome  3388] predictions:    9548/  10000 (95.48%), best:    9577/10000 (95.77%), error:      1509.92493, best error:      1435.77039 on epoch:    67, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 56.2164535522s, input_fired_time: 0.4798802435, output_fired_time: 0.4697435200, propagate_forward_time: 20.7857494354, propagate_backward_time: 32.1678352356, weight_update_time: 0.1378815174, other_time: 2.3132438660
epoch time: 4.6213431358s, input_fired_time: 0.0626563281, output_fired_time: 0.0000000000, propagate_forward_time: 4.1493210793, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4093656540
validation[          , genome  3388] predictions:    9521/  10000 (95.21%), best:    9577/10000 (95.77%), error:      1589.49292, best error:      1435.77039 on epoch:    67, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 55.8294372559s, input_fired_time: 0.4764122069, output_fired_time: 0.4636372328, propagate_forward_time: 20.6156787872, propagate_backward_time: 31.9727134705, weight_update_time: 0.1375342458, other_time: 2.3009910583
epoch time: 4.5556912422s, input_fired_time: 0.0605652817, output_fired_time: 0.0000000000, propagate_forward_time: 4.0794949532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4156308174
validation[          , genome  3388] predictions:    9560/  10000 (95.60%), best:    9577/10000 (95.77%), error:      1462.89221, best error:      1435.77039 on epoch:    67, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 57.3725357056s, input_fired_time: 0.4822619259, output_fired_time: 0.4741289616, propagate_forward_time: 21.2059555054, propagate_backward_time: 32.8763885498, weight_update_time: 0.1412729472, other_time: 2.3338012695
epoch time: 4.6462044716s, input_fired_time: 0.0618892796, output_fired_time: 0.0000000000, propagate_forward_time: 4.1700091362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4143061638
validation[          , genome  3388] predictions:    9488/  10000 (94.88%), best:    9577/10000 (95.77%), error:      1700.57849, best error:      1435.77039 on epoch:    67, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 56.4878463745s, input_fired_time: 0.4786545038, output_fired_time: 0.4677973986, propagate_forward_time: 20.9007797241, propagate_backward_time: 32.3203125000, weight_update_time: 0.1402610242, other_time: 2.3203048706
epoch time: 4.5928134918s, input_fired_time: 0.0601094328, output_fired_time: 0.0000000000, propagate_forward_time: 4.1314411163, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4012627602
validation[          , genome  3388] predictions:    9548/  10000 (95.48%), best:    9577/10000 (95.77%), error:      1503.92627, best error:      1435.77039 on epoch:    67, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 55.4634895325s, input_fired_time: 0.4719791710, output_fired_time: 0.4635256529, propagate_forward_time: 20.5286846161, propagate_backward_time: 31.7165622711, weight_update_time: 0.1370912492, other_time: 2.2827358246
epoch time: 4.6335201263s, input_fired_time: 0.0609797649, output_fired_time: 0.0000000000, propagate_forward_time: 4.1602210999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4123191833
validation[          , genome  3388] predictions:    9540/  10000 (95.40%), best:    9577/10000 (95.77%), error:      1490.63208, best error:      1435.77039 on epoch:    67, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 56.4355735779s, input_fired_time: 0.4766760468, output_fired_time: 0.4651298225, propagate_forward_time: 20.8233509064, propagate_backward_time: 32.3428115845, weight_update_time: 0.1380805373, other_time: 2.3276062012
epoch time: 4.7418165207s, input_fired_time: 0.0616106018, output_fired_time: 0.0000000000, propagate_forward_time: 4.2632122040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4169936180
validation[          , genome  3388] predictions:    9533/  10000 (95.33%), best:    9577/10000 (95.77%), error:      1550.92114, best error:      1435.77039 on epoch:    67, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 56.9550132751s, input_fired_time: 0.4812613428, output_fired_time: 0.4718444049, propagate_forward_time: 21.1049976349, propagate_backward_time: 32.5817375183, weight_update_time: 0.1403215677, other_time: 2.3151741028
epoch time: 4.5677089691s, input_fired_time: 0.0607456230, output_fired_time: 0.0000000000, propagate_forward_time: 4.0936241150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4133391380
validation[          , genome  3388] predictions:    9565/  10000 (95.65%), best:    9577/10000 (95.77%), error:      1499.00220, best error:      1435.77039 on epoch:    67, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 56.3656196594s, input_fired_time: 0.4787244201, output_fired_time: 0.4668101966, propagate_forward_time: 20.8210487366, propagate_backward_time: 32.2932929993, weight_update_time: 0.1382834911, other_time: 2.3057441711
epoch time: 4.6511874199s, input_fired_time: 0.0612824932, output_fired_time: 0.0000000000, propagate_forward_time: 4.1791224480, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4107823372
validation[          , genome  3388] predictions:    9511/  10000 (95.11%), best:    9577/10000 (95.77%), error:      1606.73291, best error:      1435.77039 on epoch:    67, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 57.0946006775s, input_fired_time: 0.4834997356, output_fired_time: 0.4716366529, propagate_forward_time: 21.1288661957, propagate_backward_time: 32.6836585999, weight_update_time: 0.1417185664, other_time: 2.3269386292
epoch time: 4.7432832718s, input_fired_time: 0.0623464771, output_fired_time: 0.0000000000, propagate_forward_time: 4.2640295029, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4169073105
validation[          , genome  3388] predictions:    9482/  10000 (94.82%), best:    9577/10000 (95.77%), error:      1715.90344, best error:      1435.77039 on epoch:    67, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 57.1359939575s, input_fired_time: 0.4858350456, output_fired_time: 0.4731959701, propagate_forward_time: 21.1311588287, propagate_backward_time: 32.7129249573, weight_update_time: 0.1401537359, other_time: 2.3328819275
epoch time: 4.7746620178s, input_fired_time: 0.0624622367, output_fired_time: 0.0000000000, propagate_forward_time: 4.2926459312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4195537567
validation[          , genome  3388] predictions:    9530/  10000 (95.30%), best:    9577/10000 (95.77%), error:      1555.17615, best error:      1435.77039 on epoch:    67, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 57.3652305603s, input_fired_time: 0.4868539274, output_fired_time: 0.4786790609, propagate_forward_time: 21.2237033844, propagate_backward_time: 32.8332214355, weight_update_time: 0.1424581259, other_time: 2.3427734375
epoch time: 4.7700114250s, input_fired_time: 0.0640911683, output_fired_time: 0.0000000000, propagate_forward_time: 4.2794408798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4264793396
validation[          , genome  3388] predictions:    9562/  10000 (95.62%), best:    9577/10000 (95.77%), error:      1465.04370, best error:      1435.77039 on epoch:    67, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 57.4283256531s, input_fired_time: 0.4867153168, output_fired_time: 0.4791513681, propagate_forward_time: 21.3597469330, propagate_backward_time: 32.7616233826, weight_update_time: 0.1417840272, other_time: 2.3410911560
epoch time: 4.6805701256s, input_fired_time: 0.0620357320, output_fired_time: 0.0000000000, propagate_forward_time: 4.2053041458, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4132304192
validation[          , genome  3388] predictions:    9554/  10000 (95.54%), best:    9577/10000 (95.77%), error:      1436.20496, best error:      1435.77039 on epoch:    67, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 57.1131820679s, input_fired_time: 0.4855402112, output_fired_time: 0.4728161693, propagate_forward_time: 21.1393337250, propagate_backward_time: 32.6890792847, weight_update_time: 0.1404569596, other_time: 2.3264160156
epoch time: 4.7390942574s, input_fired_time: 0.0621443465, output_fired_time: 0.0000000000, propagate_forward_time: 4.2661857605, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4107642174
validation[          , genome  3388] predictions:    9512/  10000 (95.12%), best:    9577/10000 (95.77%), error:      1659.39612, best error:      1435.77039 on epoch:    67, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 56.4697647095s, input_fired_time: 0.4846654534, output_fired_time: 0.4695538282, propagate_forward_time: 20.8804702759, propagate_backward_time: 32.3147926331, weight_update_time: 0.1380511075, other_time: 2.3202819824
epoch time: 4.5422072411s, input_fired_time: 0.0604575910, output_fired_time: 0.0000000000, propagate_forward_time: 4.0702013969, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4115481377
validation[          , genome  3388] predictions:    9476/  10000 (94.76%), best:    9577/10000 (95.77%), error:      1729.50305, best error:      1435.77039 on epoch:    67, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 57.6104927063s, input_fired_time: 0.4878672063, output_fired_time: 0.4770866036, propagate_forward_time: 21.2810688019, propagate_backward_time: 33.0103492737, weight_update_time: 0.1406287849, other_time: 2.3541221619
epoch time: 4.7928128242s, input_fired_time: 0.0631629229, output_fired_time: 0.0000000000, propagate_forward_time: 4.3063073158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4233427048
validation[          , genome  3388] predictions:    9565/  10000 (95.65%), best:    9577/10000 (95.77%), error:      1437.74243, best error:      1435.77039 on epoch:    67, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 56.7784118652s, input_fired_time: 0.4791567922, output_fired_time: 0.4706696868, propagate_forward_time: 20.9868621826, propagate_backward_time: 32.5135650635, weight_update_time: 0.1399939209, other_time: 2.3281593323
epoch time: 4.5415730476s, input_fired_time: 0.0604669191, output_fired_time: 0.0000000000, propagate_forward_time: 4.0700516701, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4110546112
validation[          , genome  3388] predictions:    9553/  10000 (95.53%), best:    9577/10000 (95.77%), error:      1472.60303, best error:      1435.77039 on epoch:    67, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 56.5536766052s, input_fired_time: 0.4827739894, output_fired_time: 0.4669189453, propagate_forward_time: 20.9462699890, propagate_backward_time: 32.3377914429, weight_update_time: 0.1410993189, other_time: 2.3199234009
epoch time: 4.5012893677s, input_fired_time: 0.0606258735, output_fired_time: 0.0000000000, propagate_forward_time: 4.0388383865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4018249512
validation[          , genome  3388] predictions:    9543/  10000 (95.43%), best:    9577/10000 (95.77%), error:      1495.16052, best error:      1435.77039 on epoch:    67, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 56.8442039490s, input_fired_time: 0.4856992960, output_fired_time: 0.4694520831, propagate_forward_time: 21.0431613922, propagate_backward_time: 32.5085906982, weight_update_time: 0.1412400007, other_time: 2.3373031616
epoch time: 4.5034751892s, input_fired_time: 0.0608764701, output_fired_time: 0.0000000000, propagate_forward_time: 4.0353465080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4072523117
validation[          , genome  3388] predictions:    9552/  10000 (95.52%), best:    9577/10000 (95.77%), error:      1470.88831, best error:      1435.77039 on epoch:    67, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 56.7958221436s, input_fired_time: 0.4850475490, output_fired_time: 0.4701300263, propagate_forward_time: 21.0455284119, propagate_backward_time: 32.4730224609, weight_update_time: 0.1402419508, other_time: 2.3220939636
epoch time: 4.8182315826s, input_fired_time: 0.0645461380, output_fired_time: 0.0000000000, propagate_forward_time: 4.3385868073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4150986671
validation[          , genome  3388] predictions:    9509/  10000 (95.09%), best:    9577/10000 (95.77%), error:      1636.16663, best error:      1435.77039 on epoch:    67, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 56.8167343140s, input_fired_time: 0.4863483906, output_fired_time: 0.4691622257, propagate_forward_time: 21.1101512909, propagate_backward_time: 32.4191703796, weight_update_time: 0.1420952380, other_time: 2.3319053650
epoch time: 4.6116251945s, input_fired_time: 0.0619916432, output_fired_time: 0.0000000000, propagate_forward_time: 4.1378536224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4117798805
validation[          , genome  3388] predictions:    9553/  10000 (95.53%), best:    9577/10000 (95.77%), error:      1468.88220, best error:      1435.77039 on epoch:    67, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 56.6716537476s, input_fired_time: 0.4845530093, output_fired_time: 0.4706095457, propagate_forward_time: 20.9355888367, propagate_backward_time: 32.4574317932, weight_update_time: 0.1387447715, other_time: 2.3234710693
epoch time: 4.6511664391s, input_fired_time: 0.0615424886, output_fired_time: 0.0000000000, propagate_forward_time: 4.1731629372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4164609909
validation[          , genome  3388] predictions:    9555/  10000 (95.55%), best:    9577/10000 (95.77%), error:      1490.04883, best error:      1435.77039 on epoch:    67, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 56.9054756165s, input_fired_time: 0.4839263856, output_fired_time: 0.4747343063, propagate_forward_time: 21.0877189636, propagate_backward_time: 32.5283164978, weight_update_time: 0.1397616267, other_time: 2.3307800293
epoch time: 4.7346010208s, input_fired_time: 0.0620414987, output_fired_time: 0.0000000000, propagate_forward_time: 4.2505769730, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4219827652
validation[          , genome  3388] predictions:    9535/  10000 (95.35%), best:    9577/10000 (95.77%), error:      1592.09045, best error:      1435.77039 on epoch:    67, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 57.7400436401s, input_fired_time: 0.4894998372, output_fired_time: 0.4773145020, propagate_forward_time: 21.3110713959, propagate_backward_time: 33.1161766052, weight_update_time: 0.1431645751, other_time: 2.3459815979
epoch time: 4.7496433258s, input_fired_time: 0.0631842911, output_fired_time: 0.0000000000, propagate_forward_time: 4.2648267746, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4216322899
validation[          , genome  3388] predictions:    9553/  10000 (95.53%), best:    9577/10000 (95.77%), error:      1461.66211, best error:      1435.77039 on epoch:    67, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 56.7869224548s, input_fired_time: 0.4860893190, output_fired_time: 0.4720984101, propagate_forward_time: 21.0224380493, propagate_backward_time: 32.4859962463, weight_update_time: 0.1386637837, other_time: 2.3203010559
epoch time: 4.8194584846s, input_fired_time: 0.0647852048, output_fired_time: 0.0000000000, propagate_forward_time: 4.3308491707, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4238243103
validation[          , genome  3388] predictions:    9497/  10000 (94.97%), best:    9577/10000 (95.77%), error:      1682.65442, best error:      1435.77039 on epoch:    67, 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: 23.5366840363s, input_fired_time: 0.3034397662, output_fired_time: 0.0000000000, propagate_forward_time: 21.0752239227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.1580200195
best training[          , genome  3388] predictions:   48617/  50000 (97.23%), best:    9577/10000 (95.77%), error:      4903.95605, best error:      1435.77039 on epoch:    67, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
evaluating best weights on test data.
evaluting test set with running mean/variance:
epoch time: 4.7408022881s, input_fired_time: 0.0606814921, output_fired_time: 0.0000000000, propagate_forward_time: 4.2613964081, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4187245369
   testing[          , genome  3388] predictions:    9601/  10000 (96.01%), best:    9577/10000 (95.77%), error:      1328.23535, best error:      1435.77039 on epoch:    67, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:33:06 (4804): called boinc_finish(0)

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