Nameexact_genome_1512568488_45_2879_0
Workunit2585606
Created7 Dec 2017, 1:58:23 UTC
Sent7 Dec 2017, 1:58:54 UTC
Report deadline11 Dec 2017, 18:44:51 UTC
Received8 Dec 2017, 0:19:24 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time1 hours 51 min 11 sec
CPU time1 hours 51 min 11 sec
Validate stateValid
Credit1,174.65
Device peak FLOPS3.73 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size149.16 MB
Peak swap size150.82 MB
Peak disk usage0.93 MB

Stderr output

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

epoch time: 59.0421638489s, input_fired_time: 0.5713252425, output_fired_time: 0.3925521374, propagate_forward_time: 22.5098323822, propagate_backward_time: 33.7703475952, weight_update_time: 0.0730576962, other_time: 1.7981109619
epoch time: 5.4987468719s, input_fired_time: 0.0764734522, output_fired_time: 0.0000000000, propagate_forward_time: 5.0707645416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3515090942
validation[          , genome  2879] predictions:    9503/  10000 (95.03%), best:    9517/10000 (95.17%), error:      1629.06604, best error:      1595.54333 on epoch:     7, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 72.0464782715s, input_fired_time: 0.6485812068, output_fired_time: 0.4627356231, propagate_forward_time: 27.6640586853, propagate_backward_time: 41.1467514038, weight_update_time: 0.0884828493, other_time: 2.1243476868
epoch time: 5.7380404472s, input_fired_time: 0.0696594417, output_fired_time: 0.0000000000, propagate_forward_time: 5.3085417747, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3598394394
validation[          , genome  2879] predictions:    9474/  10000 (94.74%), best:    9517/10000 (95.17%), error:      1663.40393, best error:      1595.54333 on epoch:     7, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 62.8564796448s, input_fired_time: 0.5890046358, output_fired_time: 0.4159575701, propagate_forward_time: 24.0674438477, propagate_backward_time: 35.9218215942, weight_update_time: 0.0782472193, other_time: 1.8622512817
epoch time: 6.2047224045s, input_fired_time: 0.0791362226, output_fired_time: 0.0000000000, propagate_forward_time: 5.7350249290, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3905611038
validation[          , genome  2879] predictions:    9524/  10000 (95.24%), best:    9517/10000 (95.17%), error:      1612.59631, best error:      1595.54333 on epoch:     7, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 60.0668907166s, input_fired_time: 0.5990257263, output_fired_time: 0.3975161314, propagate_forward_time: 22.9176406860, propagate_backward_time: 34.2801094055, weight_update_time: 0.0758980140, other_time: 1.8726005554
epoch time: 6.2842631340s, input_fired_time: 0.0785975382, output_fired_time: 0.0000000000, propagate_forward_time: 5.8135204315, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3921451569
validation[          , genome  2879] predictions:    9397/  10000 (93.97%), best:    9517/10000 (95.17%), error:      1871.63147, best error:      1595.54333 on epoch:     7, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 63.6397209167s, input_fired_time: 0.6016631126, output_fired_time: 0.4182897806, propagate_forward_time: 24.3933105469, propagate_backward_time: 36.3034095764, weight_update_time: 0.0796872303, other_time: 1.9230499268
epoch time: 5.4937872887s, input_fired_time: 0.0675525740, output_fired_time: 0.0000000000, propagate_forward_time: 5.0814056396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3448290825
validation[          , genome  2879] predictions:    9424/  10000 (94.24%), best:    9517/10000 (95.17%), error:      1876.79224, best error:      1595.54333 on epoch:     7, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 59.1555328369s, input_fired_time: 0.5765802264, output_fired_time: 0.3959730566, propagate_forward_time: 22.5646553040, propagate_backward_time: 33.8142204285, weight_update_time: 0.0750779435, other_time: 1.8041038513
epoch time: 4.6889767647s, input_fired_time: 0.0634294897, output_fired_time: 0.0000000000, propagate_forward_time: 4.3171677589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3083796501
validation[          , genome  2879] predictions:    9476/  10000 (94.76%), best:    9517/10000 (95.17%), error:      1735.78491, best error:      1595.54333 on epoch:     7, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 59.6880912781s, input_fired_time: 0.5834179521, output_fired_time: 0.3981067240, propagate_forward_time: 22.8161277771, propagate_backward_time: 34.0606613159, weight_update_time: 0.0750677511, other_time: 1.8297767639
epoch time: 4.2962908745s, input_fired_time: 0.0562259480, output_fired_time: 0.0000000000, propagate_forward_time: 3.9584968090, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2815682888
validation[          , genome  2879] predictions:    9558/  10000 (95.58%), best:    9558/10000 (95.58%), error:      1507.53552, best error:      1507.53552 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 53.7758293152s, input_fired_time: 0.5452396870, output_fired_time: 0.3683046103, propagate_forward_time: 20.3753108978, propagate_backward_time: 30.8010253906, weight_update_time: 0.0686760992, other_time: 1.6859512329
epoch time: 4.4122514725s, input_fired_time: 0.0577886812, output_fired_time: 0.0000000000, propagate_forward_time: 4.0674433708, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2870192528
validation[          , genome  2879] predictions:    9565/  10000 (95.65%), best:    9558/10000 (95.58%), error:      1523.24890, best error:      1507.53552 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 56.3447036743s, input_fired_time: 0.5644345880, output_fired_time: 0.3792010248, propagate_forward_time: 21.5453300476, propagate_backward_time: 32.0885658264, weight_update_time: 0.0717620999, other_time: 1.7671737671
epoch time: 4.6848301888s, input_fired_time: 0.0615295954, output_fired_time: 0.0000000000, propagate_forward_time: 4.3203125000, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3029880524
validation[          , genome  2879] predictions:    9589/  10000 (95.89%), best:    9589/10000 (95.89%), error:      1409.05029, best error:      1409.05029 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 54.8309707642s, input_fired_time: 0.5580165982, output_fired_time: 0.3717577755, propagate_forward_time: 20.8748264313, propagate_backward_time: 31.3006992340, weight_update_time: 0.0699440464, other_time: 1.7256679535
epoch time: 4.4661688805s, input_fired_time: 0.0591313019, output_fired_time: 0.0000000000, propagate_forward_time: 4.1128578186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2941799164
validation[          , genome  2879] predictions:    9571/  10000 (95.71%), best:    9589/10000 (95.89%), error:      1426.10803, best error:      1409.05029 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 52.8318710327s, input_fired_time: 0.5450117588, output_fired_time: 0.3606096208, propagate_forward_time: 20.1373958588, propagate_backward_time: 30.0970134735, weight_update_time: 0.0681969896, other_time: 1.6918373108
epoch time: 4.5278563499s, input_fired_time: 0.0615245774, output_fired_time: 0.0000000000, propagate_forward_time: 4.1667528152, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2995791435
validation[          , genome  2879] predictions:    9496/  10000 (94.96%), best:    9589/10000 (95.89%), error:      1649.58313, best error:      1409.05029 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 53.3878402710s, input_fired_time: 0.5474272966, output_fired_time: 0.3668334484, propagate_forward_time: 20.3392734528, propagate_backward_time: 30.4433155060, weight_update_time: 0.0692868680, other_time: 1.6909923553
epoch time: 4.5500583649s, input_fired_time: 0.0613016523, output_fired_time: 0.0000000000, propagate_forward_time: 4.1893839836, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2993726730
validation[          , genome  2879] predictions:    9574/  10000 (95.74%), best:    9574/10000 (95.74%), error:      1398.88196, best error:      1398.88196 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 63.4842987061s, input_fired_time: 0.6061576009, output_fired_time: 0.4171212614, propagate_forward_time: 24.3055648804, propagate_backward_time: 36.2576370239, weight_update_time: 0.0788143054, other_time: 1.8978157043
epoch time: 5.6895432472s, input_fired_time: 0.0716763660, output_fired_time: 0.0000000000, propagate_forward_time: 5.2596945763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3581724167
validation[          , genome  2879] predictions:    9500/  10000 (95.00%), best:    9574/10000 (95.74%), error:      1616.19824, best error:      1398.88196 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 57.5175018311s, input_fired_time: 0.5734124184, output_fired_time: 0.3851346374, propagate_forward_time: 21.9869651794, propagate_backward_time: 32.8287811279, weight_update_time: 0.0722812191, other_time: 1.7432060242
epoch time: 5.3852663040s, input_fired_time: 0.0671852976, output_fired_time: 0.0000000000, propagate_forward_time: 4.9806098938, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3374710083
validation[          , genome  2879] predictions:    9456/  10000 (94.56%), best:    9574/10000 (95.74%), error:      1731.70984, best error:      1398.88196 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 65.2916030884s, input_fired_time: 0.6155251861, output_fired_time: 0.4275889099, propagate_forward_time: 25.0465011597, propagate_backward_time: 37.2816009521, weight_update_time: 0.0802016631, other_time: 1.9203872681
epoch time: 4.4262013435s, input_fired_time: 0.0584874861, output_fired_time: 0.0000000000, propagate_forward_time: 4.0801787376, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2875351906
validation[          , genome  2879] predictions:    9568/  10000 (95.68%), best:    9574/10000 (95.74%), error:      1432.90735, best error:      1398.88196 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 53.6481628418s, input_fired_time: 0.5539559126, output_fired_time: 0.3638285100, propagate_forward_time: 20.4445552826, propagate_backward_time: 30.6017017365, weight_update_time: 0.0685437918, other_time: 1.6841259003
epoch time: 4.2805237770s, input_fired_time: 0.0571573451, output_fired_time: 0.0000000000, propagate_forward_time: 3.9416255951, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2817406654
validation[          , genome  2879] predictions:    9594/  10000 (95.94%), best:    9594/10000 (95.94%), error:      1352.57947, best error:      1352.57947 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 53.5937690735s, input_fired_time: 0.5523777008, output_fired_time: 0.3650718331, propagate_forward_time: 20.4804687500, propagate_backward_time: 30.4022235870, weight_update_time: 0.0677649006, other_time: 1.7936267853
epoch time: 6.2749667168s, input_fired_time: 0.0782455653, output_fired_time: 0.0000000000, propagate_forward_time: 5.8072400093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3894810677
validation[          , genome  2879] predictions:    9496/  10000 (94.96%), best:    9594/10000 (95.94%), error:      1616.50562, best error:      1352.57947 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 53.9468765259s, input_fired_time: 0.5531083941, output_fired_time: 0.3674539328, propagate_forward_time: 20.5748958588, propagate_backward_time: 30.7300281525, weight_update_time: 0.0686731488, other_time: 1.7213878632
epoch time: 4.4202480316s, input_fired_time: 0.0591262802, output_fired_time: 0.0000000000, propagate_forward_time: 4.0626020432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2985196114
validation[          , genome  2879] predictions:    9614/  10000 (96.14%), best:    9614/10000 (96.14%), error:      1338.30103, best error:      1338.30103 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 55.0343589783s, input_fired_time: 0.5606283545, output_fired_time: 0.3742201030, propagate_forward_time: 20.9643173218, propagate_backward_time: 31.3890228271, weight_update_time: 0.0693209320, other_time: 1.7461700439
epoch time: 4.4525308609s, input_fired_time: 0.0589221232, output_fired_time: 0.0000000000, propagate_forward_time: 4.0882472992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3053612709
validation[          , genome  2879] predictions:    9548/  10000 (95.48%), best:    9614/10000 (96.14%), error:      1508.96558, best error:      1338.30103 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 52.7922782898s, input_fired_time: 0.5578476787, output_fired_time: 0.3652264774, propagate_forward_time: 20.0429420471, propagate_backward_time: 30.1548271179, weight_update_time: 0.0672090277, other_time: 1.6714363098
epoch time: 4.9518651962s, input_fired_time: 0.0657928437, output_fired_time: 0.0000000000, propagate_forward_time: 4.5676379204, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3184342384
validation[          , genome  2879] predictions:    9574/  10000 (95.74%), best:    9614/10000 (96.14%), error:      1436.95398, best error:      1338.30103 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 53.3125686646s, input_fired_time: 0.5561196208, output_fired_time: 0.3623983264, propagate_forward_time: 20.3313083649, propagate_backward_time: 30.3101196289, weight_update_time: 0.0683357194, other_time: 1.7526245117
epoch time: 4.2590761185s, input_fired_time: 0.0574077293, output_fired_time: 0.0000000000, propagate_forward_time: 3.9147226810, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2869455814
validation[          , genome  2879] predictions:    9559/  10000 (95.59%), best:    9614/10000 (96.14%), error:      1442.54138, best error:      1338.30103 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 53.5972671509s, input_fired_time: 0.5528365374, output_fired_time: 0.3657256067, propagate_forward_time: 20.4323883057, propagate_backward_time: 30.5840950012, weight_update_time: 0.0680219010, other_time: 1.6622200012
epoch time: 6.2863907814s, input_fired_time: 0.0789970681, output_fired_time: 0.0000000000, propagate_forward_time: 5.8173260689, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3900675774
validation[          , genome  2879] predictions:    9614/  10000 (96.14%), best:    9614/10000 (96.14%), error:      1300.48083, best error:      1300.48083 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 54.1203346252s, input_fired_time: 0.5559025407, output_fired_time: 0.3750958145, propagate_forward_time: 20.5361366272, propagate_backward_time: 30.9574813843, weight_update_time: 0.0693543330, other_time: 1.6957168579
epoch time: 4.2841248512s, input_fired_time: 0.0573288463, output_fired_time: 0.0000000000, propagate_forward_time: 3.9416372776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2851588726
validation[          , genome  2879] predictions:    9592/  10000 (95.92%), best:    9614/10000 (96.14%), error:      1392.55090, best error:      1300.48083 on epoch:    35, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 55.5838584900s, input_fired_time: 0.5648792982, output_fired_time: 0.3748072684, propagate_forward_time: 21.1436424255, propagate_backward_time: 31.7474765778, weight_update_time: 0.0709692761, other_time: 1.7530536652
epoch time: 4.3221755028s, input_fired_time: 0.0575610586, output_fired_time: 0.0000000000, propagate_forward_time: 3.9818320274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2827825546
validation[          , genome  2879] predictions:    9550/  10000 (95.50%), best:    9614/10000 (96.14%), error:      1457.74780, best error:      1300.48083 on epoch:    35, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 57.5381965637s, input_fired_time: 0.5754572153, output_fired_time: 0.3870775104, propagate_forward_time: 21.9403076172, propagate_backward_time: 32.8790130615, weight_update_time: 0.0733682066, other_time: 1.7563400269
epoch time: 4.7038350105s, input_fired_time: 0.0625750571, output_fired_time: 0.0000000000, propagate_forward_time: 4.3362789154, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3049812317
validation[          , genome  2879] predictions:    9587/  10000 (95.87%), best:    9614/10000 (96.14%), error:      1376.32593, best error:      1300.48083 on epoch:    35, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 57.8613624573s, input_fired_time: 0.5766797066, output_fired_time: 0.3863647282, propagate_forward_time: 22.1084251404, propagate_backward_time: 33.0075302124, weight_update_time: 0.0732551441, other_time: 1.7823638916
epoch time: 4.5487403870s, input_fired_time: 0.0602018572, output_fired_time: 0.0000000000, propagate_forward_time: 4.1908740997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2976646423
validation[          , genome  2879] predictions:    9616/  10000 (96.16%), best:    9614/10000 (96.14%), error:      1356.85657, best error:      1300.48083 on epoch:    35, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 52.5194549561s, input_fired_time: 0.5440425277, output_fired_time: 0.3590998948, propagate_forward_time: 19.9694538116, propagate_backward_time: 30.0160140991, weight_update_time: 0.0671927929, other_time: 1.6308460236
epoch time: 4.1820192337s, input_fired_time: 0.0561331622, output_fired_time: 0.0000000000, propagate_forward_time: 3.8529043198, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2729816437
validation[          , genome  2879] predictions:    9566/  10000 (95.66%), best:    9614/10000 (96.14%), error:      1394.11584, best error:      1300.48083 on epoch:    35, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 55.6239395142s, input_fired_time: 0.5633199215, output_fired_time: 0.3733233511, propagate_forward_time: 21.2400245667, propagate_backward_time: 31.7444152832, weight_update_time: 0.0707008913, other_time: 1.7028579712
epoch time: 4.3015332222s, input_fired_time: 0.0579385534, output_fired_time: 0.0000000000, propagate_forward_time: 3.9626591206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2809355259
validation[          , genome  2879] predictions:    9606/  10000 (96.06%), best:    9614/10000 (96.14%), error:      1324.20911, best error:      1300.48083 on epoch:    35, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 51.3138008118s, input_fired_time: 0.5399273038, output_fired_time: 0.3504780829, propagate_forward_time: 19.5420131683, propagate_backward_time: 29.2849617004, weight_update_time: 0.0658769608, other_time: 1.5964183807
epoch time: 4.3256945610s, input_fired_time: 0.0579320528, output_fired_time: 0.0000000000, propagate_forward_time: 3.9867930412, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2809696198
validation[          , genome  2879] predictions:    9615/  10000 (96.15%), best:    9614/10000 (96.14%), error:      1305.22876, best error:      1300.48083 on epoch:    35, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 55.0806694031s, input_fired_time: 0.5623452067, output_fired_time: 0.3747231960, propagate_forward_time: 20.9336395264, propagate_backward_time: 31.5273246765, weight_update_time: 0.0696156472, other_time: 1.6826400757
epoch time: 4.3634343147s, input_fired_time: 0.0583964139, output_fired_time: 0.0000000000, propagate_forward_time: 4.0198535919, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2851843834
validation[          , genome  2879] predictions:    9590/  10000 (95.90%), best:    9614/10000 (96.14%), error:      1348.43994, best error:      1300.48083 on epoch:    35, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 57.1034660339s, input_fired_time: 0.5733023286, output_fired_time: 0.3857845068, propagate_forward_time: 21.7727489471, propagate_backward_time: 32.6303710938, weight_update_time: 0.0728830546, other_time: 1.7412567139
epoch time: 4.3371934891s, input_fired_time: 0.0576131903, output_fired_time: 0.0000000000, propagate_forward_time: 3.9985935688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2809865475
validation[          , genome  2879] predictions:    9586/  10000 (95.86%), best:    9614/10000 (96.14%), error:      1396.20337, best error:      1300.48083 on epoch:    35, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 60.9573326111s, input_fired_time: 0.5968056917, output_fired_time: 0.4056622982, propagate_forward_time: 23.2702693939, propagate_backward_time: 34.8416862488, weight_update_time: 0.0770378783, other_time: 1.8429069519
epoch time: 6.0474848747s, input_fired_time: 0.0767331347, output_fired_time: 0.0000000000, propagate_forward_time: 5.5961947441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3745570183
validation[          , genome  2879] predictions:    9578/  10000 (95.78%), best:    9614/10000 (96.14%), error:      1429.59668, best error:      1300.48083 on epoch:    35, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 56.6440467834s, input_fired_time: 0.5776957273, output_fired_time: 0.3814864755, propagate_forward_time: 21.6431179047, propagate_backward_time: 32.2972221375, weight_update_time: 0.0720366016, other_time: 1.7445259094
epoch time: 4.4441804886s, input_fired_time: 0.0605013035, output_fired_time: 0.0000000000, propagate_forward_time: 4.0927381516, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2909412384
validation[          , genome  2879] predictions:    9613/  10000 (96.13%), best:    9613/10000 (96.13%), error:      1296.37268, best error:      1296.37268 on epoch:    46, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 65.9926300049s, input_fired_time: 0.6284685135, output_fired_time: 0.4308790565, propagate_forward_time: 25.3183040619, propagate_backward_time: 37.6693649292, weight_update_time: 0.0809418187, other_time: 1.9456100464
epoch time: 4.5262460709s, input_fired_time: 0.0632889792, output_fired_time: 0.0000000000, propagate_forward_time: 4.1576724052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3052845001
validation[          , genome  2879] predictions:    9621/  10000 (96.21%), best:    9613/10000 (96.13%), error:      1298.63318, best error:      1296.37268 on epoch:    46, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 61.1681938171s, input_fired_time: 0.6040028334, output_fired_time: 0.4063253403, propagate_forward_time: 23.3058815002, propagate_backward_time: 35.0086517334, weight_update_time: 0.0769356117, other_time: 1.8433303833
epoch time: 4.4472584724s, input_fired_time: 0.0601445660, output_fired_time: 0.0000000000, propagate_forward_time: 4.0995712280, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2875428200
validation[          , genome  2879] predictions:    9620/  10000 (96.20%), best:    9620/10000 (96.20%), error:      1275.09631, best error:      1275.09631 on epoch:    48, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 64.6411972046s, input_fired_time: 0.6208965182, output_fired_time: 0.4198460281, propagate_forward_time: 24.7045288086, propagate_backward_time: 36.9639968872, weight_update_time: 0.0812167972, other_time: 1.9319305420
epoch time: 4.7883925438s, input_fired_time: 0.0638586134, output_fired_time: 0.0000000000, propagate_forward_time: 4.4174704552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3070635796
validation[          , genome  2879] predictions:    9538/  10000 (95.38%), best:    9620/10000 (96.20%), error:      1478.30066, best error:      1275.09631 on epoch:    48, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 53.0721168518s, input_fired_time: 0.5568171144, output_fired_time: 0.3653429151, propagate_forward_time: 20.2212581635, propagate_backward_time: 30.2714042664, weight_update_time: 0.0684484839, other_time: 1.6572971344
epoch time: 6.2996802330s, input_fired_time: 0.0797440633, output_fired_time: 0.0000000000, propagate_forward_time: 5.8310194016, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3889169693
validation[          , genome  2879] predictions:    9602/  10000 (96.02%), best:    9620/10000 (96.20%), error:      1332.44031, best error:      1275.09631 on epoch:    48, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 63.5037727356s, input_fired_time: 0.6121039987, output_fired_time: 0.4173435569, propagate_forward_time: 24.4102306366, propagate_backward_time: 36.1992073059, weight_update_time: 0.0763788894, other_time: 1.8648872375
epoch time: 5.9097247124s, input_fired_time: 0.0762653649, output_fired_time: 0.0000000000, propagate_forward_time: 5.4664716721, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3669877052
validation[          , genome  2879] predictions:    9620/  10000 (96.20%), best:    9620/10000 (96.20%), error:      1281.42554, best error:      1275.09631 on epoch:    48, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 72.4599609375s, input_fired_time: 0.6625876427, output_fired_time: 0.4671621919, propagate_forward_time: 27.7892303467, propagate_backward_time: 41.4529304504, weight_update_time: 0.0867140144, other_time: 2.0880470276
epoch time: 4.7052412033s, input_fired_time: 0.0632897466, output_fired_time: 0.0000000000, propagate_forward_time: 4.3357167244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3062348366
validation[          , genome  2879] predictions:    9621/  10000 (96.21%), best:    9620/10000 (96.20%), error:      1321.09851, best error:      1275.09631 on epoch:    48, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 69.8442077637s, input_fired_time: 0.6545848250, output_fired_time: 0.4533867836, propagate_forward_time: 26.8197097778, propagate_backward_time: 39.8351287842, weight_update_time: 0.0837933570, other_time: 2.0813980103
epoch time: 5.0176672935s, input_fired_time: 0.0671526045, output_fired_time: 0.0000000000, propagate_forward_time: 4.6275210381, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3229937553
validation[          , genome  2879] predictions:    9611/  10000 (96.11%), best:    9611/10000 (96.11%), error:      1273.71777, best error:      1273.71777 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 66.2594985962s, input_fired_time: 0.6315578818, output_fired_time: 0.4351743460, propagate_forward_time: 25.4255027771, propagate_backward_time: 37.7929801941, weight_update_time: 0.0796545222, other_time: 1.9742813110
epoch time: 5.4510054588s, input_fired_time: 0.0723210648, output_fired_time: 0.0000000000, propagate_forward_time: 5.0327877998, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3458967209
validation[          , genome  2879] predictions:    9618/  10000 (96.18%), best:    9611/10000 (96.11%), error:      1273.77942, best error:      1273.71777 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 61.7835502625s, input_fired_time: 0.6054484844, output_fired_time: 0.4084127545, propagate_forward_time: 23.6718063354, propagate_backward_time: 35.2237396240, weight_update_time: 0.0744000375, other_time: 1.8741416931
epoch time: 4.7418789864s, input_fired_time: 0.0625088662, output_fired_time: 0.0000000000, propagate_forward_time: 4.3682670593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3111028671
validation[          , genome  2879] predictions:    9575/  10000 (95.75%), best:    9611/10000 (96.11%), error:      1416.96680, best error:      1273.71777 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 57.9870223999s, input_fired_time: 0.5799522996, output_fired_time: 0.3885696828, propagate_forward_time: 22.1189956665, propagate_backward_time: 33.1591262817, weight_update_time: 0.0702661425, other_time: 1.7403793335
epoch time: 4.8918833733s, input_fired_time: 0.0639642626, output_fired_time: 0.0000000000, propagate_forward_time: 4.5170292854, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3108897209
validation[          , genome  2879] predictions:    9461/  10000 (94.61%), best:    9611/10000 (96.11%), error:      1780.80847, best error:      1273.71777 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 60.8386077881s, input_fired_time: 0.5981904268, output_fired_time: 0.4014669359, propagate_forward_time: 23.2046890259, propagate_backward_time: 34.7946624756, weight_update_time: 0.0744469762, other_time: 1.8395996094
epoch time: 6.2728567123s, input_fired_time: 0.0785976499, output_fired_time: 0.0000000000, propagate_forward_time: 5.8094000816, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3848590851
validation[          , genome  2879] predictions:    9601/  10000 (96.01%), best:    9611/10000 (96.11%), error:      1337.37341, best error:      1273.71777 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 69.3748550415s, input_fired_time: 0.6495729089, output_fired_time: 0.4501141310, propagate_forward_time: 26.6421298981, propagate_backward_time: 39.6181373596, weight_update_time: 0.0835157484, other_time: 2.0149040222
epoch time: 5.8568315506s, input_fired_time: 0.0750003010, output_fired_time: 0.0000000000, propagate_forward_time: 5.4171881676, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3646430969
validation[          , genome  2879] predictions:    9627/  10000 (96.27%), best:    9627/10000 (96.27%), error:      1269.68860, best error:      1269.68860 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 59.0663108826s, input_fired_time: 0.5846773386, output_fired_time: 0.3956459761, propagate_forward_time: 22.5380783081, propagate_backward_time: 33.8031921387, weight_update_time: 0.0714551881, other_time: 1.7447166443
epoch time: 4.8382282257s, input_fired_time: 0.0638649389, output_fired_time: 0.0000000000, propagate_forward_time: 4.4648904800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3094730377
validation[          , genome  2879] predictions:    9571/  10000 (95.71%), best:    9627/10000 (96.27%), error:      1417.31042, best error:      1269.68860 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 66.9144515991s, input_fired_time: 0.6350560188, output_fired_time: 0.4373841882, propagate_forward_time: 25.6446552277, propagate_backward_time: 38.2550849915, weight_update_time: 0.0808147937, other_time: 1.9422721863
epoch time: 5.9463829994s, input_fired_time: 0.0755313411, output_fired_time: 0.0000000000, propagate_forward_time: 5.5017728806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3690786362
validation[          , genome  2879] predictions:    9552/  10000 (95.52%), best:    9627/10000 (96.27%), error:      1435.80872, best error:      1269.68860 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 57.4375762939s, input_fired_time: 0.5768157840, output_fired_time: 0.3846207559, propagate_forward_time: 21.9499073029, propagate_backward_time: 32.8032913208, weight_update_time: 0.0702015013, other_time: 1.7229385376
epoch time: 4.7891154289s, input_fired_time: 0.0633874685, output_fired_time: 0.0000000000, propagate_forward_time: 4.4178557396, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3078722954
validation[          , genome  2879] predictions:    9594/  10000 (95.94%), best:    9627/10000 (96.27%), error:      1339.08838, best error:      1269.68860 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 67.0393218994s, input_fired_time: 0.6342555285, output_fired_time: 0.4355448484, propagate_forward_time: 25.7043018341, propagate_backward_time: 38.3095970154, weight_update_time: 0.0808643997, other_time: 1.9556236267
epoch time: 5.4177055359s, input_fired_time: 0.0707673579, output_fired_time: 0.0000000000, propagate_forward_time: 5.0067996979, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3401384354
validation[          , genome  2879] predictions:    9563/  10000 (95.63%), best:    9627/10000 (96.27%), error:      1440.33154, best error:      1269.68860 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 54.5451393127s, input_fired_time: 0.5691236854, output_fired_time: 0.3718425632, propagate_forward_time: 20.8477840424, propagate_backward_time: 31.0892734528, weight_update_time: 0.0695579275, other_time: 1.6671199799
epoch time: 5.1016063690s, input_fired_time: 0.0680356547, output_fired_time: 0.0000000000, propagate_forward_time: 4.7067327499, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3268380165
validation[          , genome  2879] predictions:    9580/  10000 (95.80%), best:    9627/10000 (96.27%), error:      1405.97473, best error:      1269.68860 on epoch:    58, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 57.1364212036s, input_fired_time: 0.5757248998, output_fired_time: 0.3852186799, propagate_forward_time: 21.7895412445, propagate_backward_time: 32.6841316223, weight_update_time: 0.0692972094, other_time: 1.7018013000
epoch time: 4.7957196236s, input_fired_time: 0.0634259805, output_fired_time: 0.0000000000, propagate_forward_time: 4.4271759987, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3051176071
validation[          , genome  2879] predictions:    9604/  10000 (96.04%), best:    9627/10000 (96.27%), error:      1372.63782, best error:      1269.68860 on epoch:    58, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 60.4386024475s, input_fired_time: 0.6034169197, output_fired_time: 0.3995179534, propagate_forward_time: 23.1395187378, propagate_backward_time: 34.4603500366, weight_update_time: 0.0761980340, other_time: 1.8358001709
epoch time: 4.3827834129s, input_fired_time: 0.0601888038, output_fired_time: 0.0000000000, propagate_forward_time: 4.0361785889, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2864160538
validation[          , genome  2879] predictions:    9621/  10000 (96.21%), best:    9627/10000 (96.27%), error:      1299.03015, best error:      1269.68860 on epoch:    58, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 61.6515731812s, input_fired_time: 0.6059101820, output_fired_time: 0.4071786702, propagate_forward_time: 23.6609401703, propagate_backward_time: 35.1544876099, weight_update_time: 0.0756904110, other_time: 1.8230590820
epoch time: 4.7094078064s, input_fired_time: 0.0637317151, output_fired_time: 0.0000000000, propagate_forward_time: 4.3468933105, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2987828255
validation[          , genome  2879] predictions:    9551/  10000 (95.51%), best:    9627/10000 (96.27%), error:      1518.42590, best error:      1269.68860 on epoch:    58, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 66.0100860596s, input_fired_time: 0.6296751499, output_fired_time: 0.4301258326, propagate_forward_time: 25.3118267059, propagate_backward_time: 37.7158699036, weight_update_time: 0.0804291815, other_time: 1.9225883484
epoch time: 6.2634782791s, input_fired_time: 0.0792766809, output_fired_time: 0.0000000000, propagate_forward_time: 5.8006458282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3835558891
validation[          , genome  2879] predictions:    9595/  10000 (95.95%), best:    9627/10000 (96.27%), error:      1325.39795, best error:      1269.68860 on epoch:    58, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 68.0384826660s, input_fired_time: 0.6448436975, output_fired_time: 0.4422110915, propagate_forward_time: 26.0872974396, propagate_backward_time: 38.8703536987, weight_update_time: 0.0831654370, other_time: 1.9937820435
epoch time: 6.2862262726s, input_fired_time: 0.0803970397, output_fired_time: 0.0000000000, propagate_forward_time: 5.8204011917, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3854279518
validation[          , genome  2879] predictions:    9574/  10000 (95.74%), best:    9627/10000 (96.27%), error:      1427.35449, best error:      1269.68860 on epoch:    58, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 66.8645324707s, input_fired_time: 0.6376115084, output_fired_time: 0.4346168041, propagate_forward_time: 25.6127834320, propagate_backward_time: 38.2272148132, weight_update_time: 0.0818568766, other_time: 1.9523048401
epoch time: 6.0472640991s, input_fired_time: 0.0771741867, output_fired_time: 0.0000000000, propagate_forward_time: 5.5977778435, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3723120689
validation[          , genome  2879] predictions:    9619/  10000 (96.19%), best:    9627/10000 (96.27%), error:      1290.53699, best error:      1269.68860 on epoch:    58, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 56.6968154907s, input_fired_time: 0.5768555999, output_fired_time: 0.3799747229, propagate_forward_time: 21.6565856934, propagate_backward_time: 32.3946228027, weight_update_time: 0.0689100027, other_time: 1.6887779236
epoch time: 4.7258863449s, input_fired_time: 0.0640349612, output_fired_time: 0.0000000000, propagate_forward_time: 4.3590440750, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3028073311
validation[          , genome  2879] predictions:    9605/  10000 (96.05%), best:    9627/10000 (96.27%), error:      1332.15186, best error:      1269.68860 on epoch:    58, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 57.8930969238s, input_fired_time: 0.5830269456, output_fired_time: 0.3876161575, propagate_forward_time: 22.0562953949, propagate_backward_time: 33.1413116455, weight_update_time: 0.0704663321, other_time: 1.7248458862
epoch time: 5.2420177460s, input_fired_time: 0.0694027394, output_fired_time: 0.0000000000, propagate_forward_time: 4.8471755981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3254394531
validation[          , genome  2879] predictions:    9617/  10000 (96.17%), best:    9617/10000 (96.17%), error:      1265.36877, best error:      1265.36877 on epoch:    71, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 56.4106941223s, input_fired_time: 0.5748627782, output_fired_time: 0.3775650561, propagate_forward_time: 21.5731029510, propagate_backward_time: 32.2051887512, weight_update_time: 0.0686148182, other_time: 1.6799736023
epoch time: 4.5180530548s, input_fired_time: 0.0610158779, output_fired_time: 0.0000000000, propagate_forward_time: 4.1687102318, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2883267403
validation[          , genome  2879] predictions:    9576/  10000 (95.76%), best:    9617/10000 (96.17%), error:      1427.53015, best error:      1265.36877 on epoch:    71, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 70.3518447876s, input_fired_time: 0.6575818658, output_fired_time: 0.4546085000, propagate_forward_time: 27.0476989746, propagate_backward_time: 40.1682167053, weight_update_time: 0.0845648348, other_time: 2.0237388611
epoch time: 6.2699446678s, input_fired_time: 0.0795374140, output_fired_time: 0.0000000000, propagate_forward_time: 5.8071684837, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3832387924
validation[          , genome  2879] predictions:    9571/  10000 (95.71%), best:    9617/10000 (96.17%), error:      1482.02576, best error:      1265.36877 on epoch:    71, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 58.0334739685s, input_fired_time: 0.5974323750, output_fired_time: 0.3865060806, propagate_forward_time: 22.1563816071, propagate_backward_time: 33.1191215515, weight_update_time: 0.0705302134, other_time: 1.7740364075
epoch time: 4.7914667130s, input_fired_time: 0.0655191541, output_fired_time: 0.0000000000, propagate_forward_time: 4.4166874886, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3092598915
validation[          , genome  2879] predictions:    9587/  10000 (95.87%), best:    9617/10000 (96.17%), error:      1331.52722, best error:      1265.36877 on epoch:    71, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 58.9801940918s, input_fired_time: 0.5948639512, output_fired_time: 0.3935867548, propagate_forward_time: 22.5337581635, propagate_backward_time: 33.6697616577, weight_update_time: 0.0716376752, other_time: 1.7882232666
epoch time: 6.0861124992s, input_fired_time: 0.0789790973, output_fired_time: 0.0000000000, propagate_forward_time: 5.6258068085, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3813266754
validation[          , genome  2879] predictions:    9611/  10000 (96.11%), best:    9617/10000 (96.17%), error:      1312.29224, best error:      1265.36877 on epoch:    71, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 57.7538490295s, input_fired_time: 0.5880565047, output_fired_time: 0.3869645298, propagate_forward_time: 21.9868412018, propagate_backward_time: 32.9710617065, weight_update_time: 0.0699885860, other_time: 1.8209304810
epoch time: 4.8289318085s, input_fired_time: 0.0660607889, output_fired_time: 0.0000000000, propagate_forward_time: 4.4188518524, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3440189362
validation[          , genome  2879] predictions:    9593/  10000 (95.93%), best:    9617/10000 (96.17%), error:      1335.70947, best error:      1265.36877 on epoch:    71, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 66.9979476929s, input_fired_time: 0.6448188424, output_fired_time: 0.4349558353, propagate_forward_time: 25.6452770233, propagate_backward_time: 38.2663993835, weight_update_time: 0.0809122026, other_time: 2.0064888000
epoch time: 4.7431960106s, input_fired_time: 0.0647234842, output_fired_time: 0.0000000000, propagate_forward_time: 4.3734703064, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3050022125
validation[          , genome  2879] predictions:    9580/  10000 (95.80%), best:    9617/10000 (96.17%), error:      1373.01233, best error:      1265.36877 on epoch:    71, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 58.8187103271s, input_fired_time: 0.5933754444, output_fired_time: 0.3945960999, propagate_forward_time: 22.4365119934, propagate_backward_time: 33.5608901978, weight_update_time: 0.0715976059, other_time: 1.8333358765
epoch time: 5.2702922821s, input_fired_time: 0.0694792569, output_fired_time: 0.0000000000, propagate_forward_time: 4.8571066856, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3437061310
validation[          , genome  2879] predictions:    9555/  10000 (95.55%), best:    9617/10000 (96.17%), error:      1440.97998, best error:      1265.36877 on epoch:    71, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 67.5031433105s, input_fired_time: 0.6458688974, output_fired_time: 0.4371664822, propagate_forward_time: 25.8821620941, propagate_backward_time: 38.5596733093, weight_update_time: 0.0814130381, other_time: 1.9782752991
epoch time: 4.8336563110s, input_fired_time: 0.0659061447, output_fired_time: 0.0000000000, propagate_forward_time: 4.4480190277, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3197312355
validation[          , genome  2879] predictions:    9608/  10000 (96.08%), best:    9617/10000 (96.17%), error:      1345.97473, best error:      1265.36877 on epoch:    71, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 67.6976242065s, input_fired_time: 0.6471847296, output_fired_time: 0.4403392076, propagate_forward_time: 25.9892330170, propagate_backward_time: 38.6237983704, weight_update_time: 0.0814311206, other_time: 1.9970664978
epoch time: 5.5683298111s, input_fired_time: 0.0736644715, output_fired_time: 0.0000000000, propagate_forward_time: 5.1445560455, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3501091003
validation[          , genome  2879] predictions:    9615/  10000 (96.15%), best:    9617/10000 (96.17%), error:      1318.06848, best error:      1265.36877 on epoch:    71, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 63.4266281128s, input_fired_time: 0.6216485500, output_fired_time: 0.4157228172, propagate_forward_time: 24.3596191406, propagate_backward_time: 36.1769256592, weight_update_time: 0.0768759623, other_time: 1.8527145386
epoch time: 4.6993823051s, input_fired_time: 0.0647133291, output_fired_time: 0.0000000000, propagate_forward_time: 4.3357663155, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2989025116
validation[          , genome  2879] predictions:    9543/  10000 (95.43%), best:    9617/10000 (96.17%), error:      1437.63037, best error:      1265.36877 on epoch:    71, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 62.9240341187s, input_fired_time: 0.6187836528, output_fired_time: 0.4131805599, propagate_forward_time: 24.0721168518, propagate_backward_time: 35.9823188782, weight_update_time: 0.0755916834, other_time: 1.8376350403
epoch time: 4.7553911209s, input_fired_time: 0.0652154386, output_fired_time: 0.0000000000, propagate_forward_time: 4.3835182190, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3066573143
validation[          , genome  2879] predictions:    9626/  10000 (96.26%), best:    9626/10000 (96.26%), error:      1240.36389, best error:      1240.36389 on epoch:    82, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 67.6006317139s, input_fired_time: 0.6468002796, output_fired_time: 0.4369539320, propagate_forward_time: 25.8817520142, propagate_backward_time: 38.6634330750, weight_update_time: 0.0817676857, other_time: 1.9716987610
epoch time: 5.2030487061s, input_fired_time: 0.0717389584, output_fired_time: 0.0000000000, propagate_forward_time: 4.7987394333, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3325700760
validation[          , genome  2879] predictions:    9611/  10000 (96.11%), best:    9626/10000 (96.26%), error:      1280.93018, best error:      1240.36389 on epoch:    82, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 67.3453140259s, input_fired_time: 0.6460205913, output_fired_time: 0.4380357862, propagate_forward_time: 25.8046092987, propagate_backward_time: 38.4927902222, weight_update_time: 0.0821328238, other_time: 1.9638595581
epoch time: 4.0778784752s, input_fired_time: 0.0588517822, output_fired_time: 0.0000000000, propagate_forward_time: 3.7443451881, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2746815681
validation[          , genome  2879] predictions:    9595/  10000 (95.95%), best:    9626/10000 (96.26%), error:      1366.78723, best error:      1240.36389 on epoch:    82, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 61.1690444946s, input_fired_time: 0.6098654270, output_fired_time: 0.4069993496, propagate_forward_time: 23.3338165283, propagate_backward_time: 34.9882431030, weight_update_time: 0.0763609707, other_time: 1.8301200867
epoch time: 5.4666790962s, input_fired_time: 0.0734380707, output_fired_time: 0.0000000000, propagate_forward_time: 5.0476946831, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3455462456
validation[          , genome  2879] predictions:    9627/  10000 (96.27%), best:    9627/10000 (96.27%), error:      1236.46094, best error:      1236.46094 on epoch:    85, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 66.6334915161s, input_fired_time: 0.6451840401, output_fired_time: 0.4336394072, propagate_forward_time: 25.5631885529, propagate_backward_time: 38.0250587463, weight_update_time: 0.0822146311, other_time: 1.9664192200
epoch time: 4.4297671318s, input_fired_time: 0.0631962344, output_fired_time: 0.0000000000, propagate_forward_time: 4.0754828453, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2910881042
validation[          , genome  2879] predictions:    9580/  10000 (95.80%), best:    9627/10000 (96.27%), error:      1380.49609, best error:      1236.46094 on epoch:    85, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 59.1883010864s, input_fired_time: 0.6038262248, output_fired_time: 0.3929219842, propagate_forward_time: 22.6086826324, propagate_backward_time: 33.7611389160, weight_update_time: 0.0750164315, other_time: 1.8217315674
epoch time: 4.3798255920s, input_fired_time: 0.0622926243, output_fired_time: 0.0000000000, propagate_forward_time: 4.0263338089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2911992073
validation[          , genome  2879] predictions:    9639/  10000 (96.39%), best:    9639/10000 (96.39%), error:      1215.81458, best error:      1215.81458 on epoch:    87, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 57.8220787048s, input_fired_time: 0.5967220664, output_fired_time: 0.3850788474, propagate_forward_time: 22.0643272400, propagate_backward_time: 32.9966659546, weight_update_time: 0.0734943673, other_time: 1.7792854309
epoch time: 4.3606772423s, input_fired_time: 0.0615469255, output_fired_time: 0.0000000000, propagate_forward_time: 4.0124101639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2867202759
validation[          , genome  2879] predictions:    9566/  10000 (95.66%), best:    9639/10000 (96.39%), error:      1375.78247, best error:      1215.81458 on epoch:    87, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 63.9271392822s, input_fired_time: 0.6250724792, output_fired_time: 0.4190621972, propagate_forward_time: 24.5123748779, propagate_backward_time: 36.5089912415, weight_update_time: 0.0774825811, other_time: 1.8616371155
epoch time: 4.8851318359s, input_fired_time: 0.0662211627, output_fired_time: 0.0000000000, propagate_forward_time: 4.5105381012, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3083724976
validation[          , genome  2879] predictions:    9591/  10000 (95.91%), best:    9639/10000 (96.39%), error:      1299.43433, best error:      1215.81458 on epoch:    87, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 56.5720100403s, input_fired_time: 0.5797237158, output_fired_time: 0.3786889315, propagate_forward_time: 21.5554370880, propagate_backward_time: 32.3915977478, weight_update_time: 0.0690751523, other_time: 1.6665611267
epoch time: 4.7174887657s, input_fired_time: 0.0646762997, output_fired_time: 0.0000000000, propagate_forward_time: 4.3535075188, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2993049622
validation[          , genome  2879] predictions:    9595/  10000 (95.95%), best:    9639/10000 (96.39%), error:      1299.57007, best error:      1215.81458 on epoch:    87, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 57.6041107178s, input_fired_time: 0.5874672532, output_fired_time: 0.3856469989, propagate_forward_time: 22.0315513611, propagate_backward_time: 32.9102058411, weight_update_time: 0.0698099807, other_time: 1.6892395020
epoch time: 5.8551478386s, input_fired_time: 0.0773304701, output_fired_time: 0.0000000000, propagate_forward_time: 5.4190430641, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3587741852
validation[          , genome  2879] predictions:    9626/  10000 (96.26%), best:    9639/10000 (96.39%), error:      1229.25317, best error:      1215.81458 on epoch:    87, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 60.9163856506s, input_fired_time: 0.6120159626, output_fired_time: 0.4032174349, propagate_forward_time: 23.3468341827, propagate_backward_time: 34.7599411011, weight_update_time: 0.0741468519, other_time: 1.7943801880
epoch time: 4.8265666962s, input_fired_time: 0.0669050440, output_fired_time: 0.0000000000, propagate_forward_time: 4.4519476891, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3077139854
validation[          , genome  2879] predictions:    9609/  10000 (96.09%), best:    9639/10000 (96.39%), error:      1308.16675, best error:      1215.81458 on epoch:    87, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 57.4247589111s, input_fired_time: 0.5864562392, output_fired_time: 0.3817077577, propagate_forward_time: 21.8887634277, propagate_backward_time: 32.8726615906, weight_update_time: 0.0699488148, other_time: 1.6951713562
epoch time: 6.1571774483s, input_fired_time: 0.0805395320, output_fired_time: 0.0000000000, propagate_forward_time: 5.6999797821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3766579628
validation[          , genome  2879] predictions:    9620/  10000 (96.20%), best:    9639/10000 (96.39%), error:      1240.69873, best error:      1215.81458 on epoch:    87, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 64.0048294067s, input_fired_time: 0.6274478436, output_fired_time: 0.4187699258, propagate_forward_time: 24.5000057220, propagate_backward_time: 36.5354156494, weight_update_time: 0.0776692554, other_time: 1.9231872559
epoch time: 5.7699418068s, input_fired_time: 0.0763612166, output_fired_time: 0.0000000000, propagate_forward_time: 5.3334388733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3601417542
validation[          , genome  2879] predictions:    9599/  10000 (95.99%), best:    9639/10000 (96.39%), error:      1307.72583, best error:      1215.81458 on epoch:    87, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 62.9840202332s, input_fired_time: 0.6180136204, output_fired_time: 0.4138895273, propagate_forward_time: 24.0463485718, propagate_backward_time: 35.9631004333, weight_update_time: 0.0760251656, other_time: 1.9426651001
epoch time: 6.2893395424s, input_fired_time: 0.0806254968, output_fired_time: 0.0000000000, propagate_forward_time: 5.8113503456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3973636627
validation[          , genome  2879] predictions:    9615/  10000 (96.15%), best:    9639/10000 (96.39%), error:      1262.72607, best error:      1215.81458 on epoch:    87, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 65.8422622681s, input_fired_time: 0.6359005570, output_fired_time: 0.4285050929, propagate_forward_time: 25.2240314484, propagate_backward_time: 37.5555152893, weight_update_time: 0.0796006322, other_time: 1.9983100891
epoch time: 4.9494943619s, input_fired_time: 0.0670963526, output_fired_time: 0.0000000000, propagate_forward_time: 4.5517859459, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3306121826
validation[          , genome  2879] predictions:    9597/  10000 (95.97%), best:    9639/10000 (96.39%), error:      1266.99158, best error:      1215.81458 on epoch:    87, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 61.3003387451s, input_fired_time: 0.6115338802, output_fired_time: 0.4061448872, propagate_forward_time: 23.4384174347, propagate_backward_time: 35.0288925171, weight_update_time: 0.0742801577, other_time: 1.8153533936
epoch time: 4.8818840981s, input_fired_time: 0.0663896054, output_fired_time: 0.0000000000, propagate_forward_time: 4.5092043877, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3062901497
validation[          , genome  2879] predictions:    9582/  10000 (95.82%), best:    9639/10000 (96.39%), error:      1351.45740, best error:      1215.81458 on epoch:    87, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 60.6915054321s, input_fired_time: 0.6085659266, output_fired_time: 0.4042514861, propagate_forward_time: 23.1709480286, propagate_backward_time: 34.7079124451, weight_update_time: 0.0735936835, other_time: 1.7998275757
epoch time: 4.7483339310s, input_fired_time: 0.0656669289, output_fired_time: 0.0000000000, propagate_forward_time: 4.3783788681, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3042879105
validation[          , genome  2879] predictions:    9634/  10000 (96.34%), best:    9639/10000 (96.39%), error:      1247.98145, best error:      1215.81458 on epoch:    87, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 65.7168121338s, input_fired_time: 0.6363438368, output_fired_time: 0.4286919832, propagate_forward_time: 25.2235260010, propagate_backward_time: 37.5137710571, weight_update_time: 0.0792831928, other_time: 1.9144744873
epoch time: 4.9650821686s, input_fired_time: 0.0676059127, output_fired_time: 0.0000000000, propagate_forward_time: 4.5812382698, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3162379265
validation[          , genome  2879] predictions:    9597/  10000 (95.97%), best:    9639/10000 (96.39%), error:      1312.98267, best error:      1215.81458 on epoch:    87, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 60.1473693848s, input_fired_time: 0.6068668962, output_fired_time: 0.3993975818, propagate_forward_time: 22.9786949158, propagate_backward_time: 34.3919143677, weight_update_time: 0.0732927397, other_time: 1.7704925537
epoch time: 6.2069525719s, input_fired_time: 0.0806421414, output_fired_time: 0.0000000000, propagate_forward_time: 5.7457337379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3805766106
validation[          , genome  2879] predictions:    9580/  10000 (95.80%), best:    9639/10000 (96.39%), error:      1383.43164, best error:      1215.81458 on epoch:    87, 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: 29.5575695038s, input_fired_time: 0.3882079720, output_fired_time: 0.0000000000, propagate_forward_time: 27.2905445099, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8788166046
best training[          , genome  2879] predictions:   48917/  50000 (97.83%), best:    9639/10000 (96.39%), error:      3782.07837, best error:      1215.81458 on epoch:    87, 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: 5.1947908401s, input_fired_time: 0.0686258823, output_fired_time: 0.0000000000, propagate_forward_time: 4.7803587914, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3458061218
   testing[          , genome  2879] predictions:    9673/  10000 (96.73%), best:    9639/10000 (96.39%), error:      1122.69946, best error:      1215.81458 on epoch:    87, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
00:19:11 (36327): called boinc_finish(0)

</stderr_txt>
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