Nameexact_genome_1512568488_42_3447_1
Workunit2588444
Created7 Dec 2017, 4:47:22 UTC
Sent7 Dec 2017, 4:52:18 UTC
Report deadline10 Dec 2017, 5:35:50 UTC
Received7 Dec 2017, 6:42:23 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time1 hours 49 min 38 sec
CPU time1 hours 46 min 33 sec
Validate stateValid
Credit757.56
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size154.28 MB
Peak swap size159.09 MB
Peak disk usage2.24 MB

Stderr output

<core_client_version>7.8.3</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0714623109, output_fired_time: 0.0000000000, propagate_forward_time: 4.3668999672, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4509863853
validation[          , genome  3447] predictions:    9497/  10000 (94.97%), best:    9614/10000 (96.14%), error:      1669.45154, best error:      1346.44312 on epoch:     6, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 59.1909065247s, input_fired_time: 0.5518651009, output_fired_time: 0.5588315129, propagate_forward_time: 21.8715915680, propagate_backward_time: 33.7322196960, weight_update_time: 0.1576316655, other_time: 2.4763984680
epoch time: 4.3857808113s, input_fired_time: 0.0638907179, output_fired_time: 0.0000000000, propagate_forward_time: 3.9139533043, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4079365730
validation[          , genome  3447] predictions:    9582/  10000 (95.82%), best:    9614/10000 (96.14%), error:      1400.55212, best error:      1346.44312 on epoch:     6, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 58.7339324951s, input_fired_time: 0.5454368591, output_fired_time: 0.5540717244, propagate_forward_time: 21.5979824066, propagate_backward_time: 33.5194816589, weight_update_time: 0.1582225561, other_time: 2.5169563293
epoch time: 4.8387150764s, input_fired_time: 0.0682188272, output_fired_time: 0.0000000000, propagate_forward_time: 4.3249645233, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4455318451
validation[          , genome  3447] predictions:    9595/  10000 (95.95%), best:    9614/10000 (96.14%), error:      1346.66809, best error:      1346.44312 on epoch:     6, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 58.3021583557s, input_fired_time: 0.5411986709, output_fired_time: 0.5499496460, propagate_forward_time: 21.4579410553, propagate_backward_time: 33.3012161255, weight_update_time: 0.1545801312, other_time: 2.4518508911
epoch time: 4.8171525002s, input_fired_time: 0.0677126795, output_fired_time: 0.0000000000, propagate_forward_time: 4.3227648735, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4266748428
validation[          , genome  3447] predictions:    9458/  10000 (94.58%), best:    9614/10000 (96.14%), error:      1782.57373, best error:      1346.44312 on epoch:     6, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 55.5167770386s, input_fired_time: 0.5260024667, output_fired_time: 0.5311361551, propagate_forward_time: 20.3914470673, propagate_backward_time: 31.6400470734, weight_update_time: 0.1494035572, other_time: 2.4281444550
epoch time: 4.8589229584s, input_fired_time: 0.0689695403, output_fired_time: 0.0000000000, propagate_forward_time: 4.3600945473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4298586845
validation[          , genome  3447] predictions:    9621/  10000 (96.21%), best:    9614/10000 (96.14%), error:      1368.51111, best error:      1346.44312 on epoch:     6, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 58.1385879517s, input_fired_time: 0.5431005359, output_fired_time: 0.5487821698, propagate_forward_time: 21.3305950165, propagate_backward_time: 33.2016716003, weight_update_time: 0.1579286158, other_time: 2.5144386292
epoch time: 4.8146538734s, input_fired_time: 0.0690414086, output_fired_time: 0.0000000000, propagate_forward_time: 4.3036303520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4419822693
validation[          , genome  3447] predictions:    9576/  10000 (95.76%), best:    9614/10000 (96.14%), error:      1382.37744, best error:      1346.44312 on epoch:     6, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 57.8733177185s, input_fired_time: 0.5378990769, output_fired_time: 0.5523795485, propagate_forward_time: 21.2157325745, propagate_backward_time: 33.1188545227, weight_update_time: 0.1529812664, other_time: 2.4484519958
epoch time: 4.9779691696s, input_fired_time: 0.0731217489, output_fired_time: 0.0000000000, propagate_forward_time: 4.4476866722, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4571609497
validation[          , genome  3447] predictions:    9598/  10000 (95.98%), best:    9614/10000 (96.14%), error:      1364.88416, best error:      1346.44312 on epoch:     6, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 58.8704566956s, input_fired_time: 0.5535139441, output_fired_time: 0.5565083027, propagate_forward_time: 21.5957775116, propagate_backward_time: 33.6103782654, weight_update_time: 0.1601583362, other_time: 2.5542793274
epoch time: 4.8164525032s, input_fired_time: 0.0688624084, output_fired_time: 0.0000000000, propagate_forward_time: 4.3136568069, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4339332581
validation[          , genome  3447] predictions:    9591/  10000 (95.91%), best:    9614/10000 (96.14%), error:      1356.50488, best error:      1346.44312 on epoch:     6, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 58.6637496948s, input_fired_time: 0.5469800830, output_fired_time: 0.5526874661, propagate_forward_time: 21.6317596436, propagate_backward_time: 33.4240722656, weight_update_time: 0.1588733941, other_time: 2.5082473755
epoch time: 4.7400536537s, input_fired_time: 0.0679929107, output_fired_time: 0.0000000000, propagate_forward_time: 4.2420878410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4299731255
validation[          , genome  3447] predictions:    9587/  10000 (95.87%), best:    9614/10000 (96.14%), error:      1406.66467, best error:      1346.44312 on epoch:     6, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 58.3271408081s, input_fired_time: 0.5446012616, output_fired_time: 0.5521594286, propagate_forward_time: 21.4371490479, propagate_backward_time: 33.3085975647, weight_update_time: 0.1570267528, other_time: 2.4846343994
epoch time: 4.7793951035s, input_fired_time: 0.0692038611, output_fired_time: 0.0000000000, propagate_forward_time: 4.2645297050, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4456615448
validation[          , genome  3447] predictions:    9601/  10000 (96.01%), best:    9601/10000 (96.01%), error:      1320.52856, best error:      1320.52856 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 57.6080627441s, input_fired_time: 0.5419585109, output_fired_time: 0.5458677411, propagate_forward_time: 21.1374244690, propagate_backward_time: 32.8871612549, weight_update_time: 0.1546063125, other_time: 2.4956512451
epoch time: 4.8427271843s, input_fired_time: 0.0699621737, output_fired_time: 0.0000000000, propagate_forward_time: 4.3495173454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4232478142
validation[          , genome  3447] predictions:    9599/  10000 (95.99%), best:    9599/10000 (95.99%), error:      1304.91882, best error:      1304.91882 on epoch:    24, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 57.7833595276s, input_fired_time: 0.5442421436, output_fired_time: 0.5540698171, propagate_forward_time: 20.9969043732, propagate_backward_time: 33.0876922607, weight_update_time: 0.1584751457, other_time: 2.6004486084
epoch time: 4.8796315193s, input_fired_time: 0.0709262341, output_fired_time: 0.0000000000, propagate_forward_time: 4.3564324379, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4522728920
validation[          , genome  3447] predictions:    9593/  10000 (95.93%), best:    9599/10000 (95.99%), error:      1381.13501, best error:      1304.91882 on epoch:    24, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 58.8961448669s, input_fired_time: 0.5468698740, output_fired_time: 0.5559623241, propagate_forward_time: 21.6950111389, propagate_backward_time: 33.6151428223, weight_update_time: 0.1577931494, other_time: 2.4831581116
epoch time: 4.9285354614s, input_fired_time: 0.0733163655, output_fired_time: 0.0000000000, propagate_forward_time: 4.3952927589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4599261284
validation[          , genome  3447] predictions:    9575/  10000 (95.75%), best:    9599/10000 (95.99%), error:      1434.45776, best error:      1304.91882 on epoch:    24, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 58.8439788818s, input_fired_time: 0.5521681309, output_fired_time: 0.5540482998, propagate_forward_time: 21.6497573853, propagate_backward_time: 33.5730628967, weight_update_time: 0.1581895202, other_time: 2.5149421692
epoch time: 4.8603086472s, input_fired_time: 0.0708419085, output_fired_time: 0.0000000000, propagate_forward_time: 4.3463459015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4431209564
validation[          , genome  3447] predictions:    9623/  10000 (96.23%), best:    9623/10000 (96.23%), error:      1261.17957, best error:      1261.17957 on epoch:    27, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 57.7103919983s, input_fired_time: 0.5452398658, output_fired_time: 0.5459228754, propagate_forward_time: 21.1315517426, propagate_backward_time: 32.9309349060, weight_update_time: 0.1569537967, other_time: 2.5567436218
epoch time: 4.7416958809s, input_fired_time: 0.0686624795, output_fired_time: 0.0000000000, propagate_forward_time: 4.2353363037, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4376969337
validation[          , genome  3447] predictions:    9599/  10000 (95.99%), best:    9623/10000 (96.23%), error:      1315.49414, best error:      1261.17957 on epoch:    27, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 58.2380332947s, input_fired_time: 0.5430952907, output_fired_time: 0.5471311808, propagate_forward_time: 21.3342456818, propagate_backward_time: 33.3374519348, weight_update_time: 0.1564180553, other_time: 2.4761085510
epoch time: 4.8489422798s, input_fired_time: 0.0693431199, output_fired_time: 0.0000000000, propagate_forward_time: 4.3343849182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4452142715
validation[          , genome  3447] predictions:    9620/  10000 (96.20%), best:    9620/10000 (96.20%), error:      1207.31299, best error:      1207.31299 on epoch:    29, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 58.7256202698s, input_fired_time: 0.5492816567, output_fired_time: 0.5557317734, propagate_forward_time: 21.6411075592, propagate_backward_time: 33.4907188416, weight_update_time: 0.1583966315, other_time: 2.4887809753
epoch time: 4.7835412025s, input_fired_time: 0.0678684041, output_fired_time: 0.0000000000, propagate_forward_time: 4.2896156311, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4260573387
validation[          , genome  3447] predictions:    9618/  10000 (96.18%), best:    9620/10000 (96.20%), error:      1318.50159, best error:      1207.31299 on epoch:    29, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 57.8540306091s, input_fired_time: 0.5475315452, output_fired_time: 0.5501876473, propagate_forward_time: 21.1982002258, propagate_backward_time: 33.0882110596, weight_update_time: 0.1538828462, other_time: 2.4699020386
epoch time: 4.8264317513s, input_fired_time: 0.0683866218, output_fired_time: 0.0000000000, propagate_forward_time: 4.3227000237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4353451729
validation[          , genome  3447] predictions:    9612/  10000 (96.12%), best:    9620/10000 (96.20%), error:      1320.41357, best error:      1207.31299 on epoch:    29, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 57.9946289063s, input_fired_time: 0.5453132391, output_fired_time: 0.5560980439, propagate_forward_time: 21.3249664307, propagate_backward_time: 33.0756835938, weight_update_time: 0.1564684659, other_time: 2.4925651550
epoch time: 4.8860421181s, input_fired_time: 0.0687811747, output_fired_time: 0.0000000000, propagate_forward_time: 4.3815093040, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4357514381
validation[          , genome  3447] predictions:    9580/  10000 (95.80%), best:    9620/10000 (96.20%), error:      1369.03320, best error:      1207.31299 on epoch:    29, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 57.6853103638s, input_fired_time: 0.5402930975, output_fired_time: 0.5502645969, propagate_forward_time: 21.0516967773, propagate_backward_time: 33.0667457581, weight_update_time: 0.1554967612, other_time: 2.4763069153
epoch time: 4.8747959137s, input_fired_time: 0.0701773465, output_fired_time: 0.0000000000, propagate_forward_time: 4.3673224449, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4372959137
validation[          , genome  3447] predictions:    9583/  10000 (95.83%), best:    9620/10000 (96.20%), error:      1324.10876, best error:      1207.31299 on epoch:    29, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 58.4729156494s, input_fired_time: 0.5449813604, output_fired_time: 0.5540575981, propagate_forward_time: 21.4888973236, propagate_backward_time: 33.3965759277, weight_update_time: 0.1564554423, other_time: 2.4884033203
epoch time: 4.7835121155s, input_fired_time: 0.0688284710, output_fired_time: 0.0000000000, propagate_forward_time: 4.2869906425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4276928902
validation[          , genome  3447] predictions:    9609/  10000 (96.09%), best:    9620/10000 (96.20%), error:      1294.70386, best error:      1207.31299 on epoch:    29, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 58.5180473328s, input_fired_time: 0.5438055396, output_fired_time: 0.5507156253, propagate_forward_time: 21.5429630280, propagate_backward_time: 33.4036598206, weight_update_time: 0.1572285891, other_time: 2.4769020081
epoch time: 4.9226288795s, input_fired_time: 0.0708954781, output_fired_time: 0.0000000000, propagate_forward_time: 4.3990278244, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4527053833
validation[          , genome  3447] predictions:    9625/  10000 (96.25%), best:    9620/10000 (96.20%), error:      1282.45996, best error:      1207.31299 on epoch:    29, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 58.1006164551s, input_fired_time: 0.5452077389, output_fired_time: 0.5565246344, propagate_forward_time: 21.2305221558, propagate_backward_time: 33.2414016724, weight_update_time: 0.1564483643, other_time: 2.5269584656
epoch time: 4.8467183113s, input_fired_time: 0.0702255070, output_fired_time: 0.0000000000, propagate_forward_time: 4.3327693939, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4437232018
validation[          , genome  3447] predictions:    9555/  10000 (95.55%), best:    9620/10000 (96.20%), error:      1421.40576, best error:      1207.31299 on epoch:    29, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 58.5074691772s, input_fired_time: 0.5477309823, output_fired_time: 0.5499813557, propagate_forward_time: 21.5609645844, propagate_backward_time: 33.4158325195, weight_update_time: 0.1552428454, other_time: 2.4329605103
epoch time: 4.8793272972s, input_fired_time: 0.0719367489, output_fired_time: 0.0000000000, propagate_forward_time: 4.3654589653, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4419317245
validation[          , genome  3447] predictions:    9629/  10000 (96.29%), best:    9620/10000 (96.20%), error:      1218.37329, best error:      1207.31299 on epoch:    29, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 58.8766555786s, input_fired_time: 0.5535407662, output_fired_time: 0.5545789599, propagate_forward_time: 21.6914310455, propagate_backward_time: 33.5739593506, weight_update_time: 0.1565126777, other_time: 2.5031433105
epoch time: 4.8185830116s, input_fired_time: 0.0695895031, output_fired_time: 0.0000000000, propagate_forward_time: 4.3145914078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4344019890
validation[          , genome  3447] predictions:    9614/  10000 (96.14%), best:    9620/10000 (96.20%), error:      1308.67371, best error:      1207.31299 on epoch:    29, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 56.6501007080s, input_fired_time: 0.5392754674, output_fired_time: 0.5462391376, propagate_forward_time: 20.4708995819, propagate_backward_time: 32.5849952698, weight_update_time: 0.1560414284, other_time: 2.5086936951
epoch time: 4.8055644035s, input_fired_time: 0.0703433678, output_fired_time: 0.0000000000, propagate_forward_time: 4.2961750031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4390459061
validation[          , genome  3447] predictions:    9571/  10000 (95.71%), best:    9620/10000 (96.20%), error:      1404.97095, best error:      1207.31299 on epoch:    29, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 58.5153083801s, input_fired_time: 0.5481646657, output_fired_time: 0.5552998185, propagate_forward_time: 21.5494232178, propagate_backward_time: 33.3420562744, weight_update_time: 0.1582726687, other_time: 2.5203628540
epoch time: 4.7156653404s, input_fired_time: 0.0681031644, output_fired_time: 0.0000000000, propagate_forward_time: 4.2114138603, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4361481667
validation[          , genome  3447] predictions:    9609/  10000 (96.09%), best:    9620/10000 (96.20%), error:      1280.72278, best error:      1207.31299 on epoch:    29, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 58.2821846008s, input_fired_time: 0.5519913435, output_fired_time: 0.5499321818, propagate_forward_time: 21.4368705750, propagate_backward_time: 33.2147560120, weight_update_time: 0.1573067605, other_time: 2.5286369324
epoch time: 4.8127079010s, input_fired_time: 0.0682719052, output_fired_time: 0.0000000000, propagate_forward_time: 4.3195681572, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4248676300
validation[          , genome  3447] predictions:    9602/  10000 (96.02%), best:    9620/10000 (96.20%), error:      1297.13770, best error:      1207.31299 on epoch:    29, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 58.8585281372s, input_fired_time: 0.5522062182, output_fired_time: 0.5570646524, propagate_forward_time: 21.7103042603, propagate_backward_time: 33.6044311523, weight_update_time: 0.1556360424, other_time: 2.4345207214
epoch time: 4.8702120781s, input_fired_time: 0.0714797154, output_fired_time: 0.0000000000, propagate_forward_time: 4.3559365273, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4427957535
validation[          , genome  3447] predictions:    9620/  10000 (96.20%), best:    9620/10000 (96.20%), error:      1244.45972, best error:      1207.31299 on epoch:    29, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 58.6459045410s, input_fired_time: 0.5531427860, output_fired_time: 0.5552522540, propagate_forward_time: 21.5144252777, propagate_backward_time: 33.4400291443, weight_update_time: 0.1586899906, other_time: 2.5830574036
epoch time: 4.8195471764s, input_fired_time: 0.0703607723, output_fired_time: 0.0000000000, propagate_forward_time: 4.3069210052, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4422655106
validation[          , genome  3447] predictions:    9593/  10000 (95.93%), best:    9620/10000 (96.20%), error:      1288.50232, best error:      1207.31299 on epoch:    29, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 57.7788429260s, input_fired_time: 0.5480106473, output_fired_time: 0.5477073789, propagate_forward_time: 21.1698818207, propagate_backward_time: 33.0255012512, weight_update_time: 0.1555588394, other_time: 2.4877433777
epoch time: 4.7701854706s, input_fired_time: 0.0691409335, output_fired_time: 0.0000000000, propagate_forward_time: 4.2761874199, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4248571396
validation[          , genome  3447] predictions:    9618/  10000 (96.18%), best:    9620/10000 (96.20%), error:      1247.27087, best error:      1207.31299 on epoch:    29, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 56.6464233398s, input_fired_time: 0.5386559963, output_fired_time: 0.5438787937, propagate_forward_time: 20.5459804535, propagate_backward_time: 32.5319633484, weight_update_time: 0.1539810151, other_time: 2.4859428406
epoch time: 4.7568855286s, input_fired_time: 0.0694997981, output_fired_time: 0.0000000000, propagate_forward_time: 4.2527613640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4346241951
validation[          , genome  3447] predictions:    9595/  10000 (95.95%), best:    9620/10000 (96.20%), error:      1322.03735, best error:      1207.31299 on epoch:    29, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 58.1653022766s, input_fired_time: 0.5503785610, output_fired_time: 0.5486750603, propagate_forward_time: 21.2776546478, propagate_backward_time: 33.2665214539, weight_update_time: 0.1586157084, other_time: 2.5220756531
epoch time: 4.8877363205s, input_fired_time: 0.0706937090, output_fired_time: 0.0000000000, propagate_forward_time: 4.3738508224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4431920052
validation[          , genome  3447] predictions:    9604/  10000 (96.04%), best:    9620/10000 (96.20%), error:      1355.17285, best error:      1207.31299 on epoch:    29, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 58.2314491272s, input_fired_time: 0.5496294498, output_fired_time: 0.5538027883, propagate_forward_time: 21.3850898743, propagate_backward_time: 33.2413825989, weight_update_time: 0.1554776579, other_time: 2.5015449524
epoch time: 4.8691644669s, input_fired_time: 0.0711275861, output_fired_time: 0.0000000000, propagate_forward_time: 4.3666858673, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4313511848
validation[          , genome  3447] predictions:    9601/  10000 (96.01%), best:    9620/10000 (96.20%), error:      1258.79382, best error:      1207.31299 on epoch:    29, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 57.9117164612s, input_fired_time: 0.5498886704, output_fired_time: 0.5505859852, propagate_forward_time: 21.1513881683, propagate_backward_time: 33.1166229248, weight_update_time: 0.1598588973, other_time: 2.5432281494
epoch time: 4.8059506416s, input_fired_time: 0.0710302517, output_fired_time: 0.0000000000, propagate_forward_time: 4.2890524864, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4458680153
validation[          , genome  3447] predictions:    9631/  10000 (96.31%), best:    9620/10000 (96.20%), error:      1235.44849, best error:      1207.31299 on epoch:    29, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 57.4284591675s, input_fired_time: 0.5458842516, output_fired_time: 0.5480607748, propagate_forward_time: 20.9817104340, propagate_backward_time: 32.8426971436, weight_update_time: 0.1567063928, other_time: 2.5101089478
epoch time: 4.7439751625s, input_fired_time: 0.0703085363, output_fired_time: 0.0000000000, propagate_forward_time: 4.2303199768, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4433465004
validation[          , genome  3447] predictions:    9633/  10000 (96.33%), best:    9620/10000 (96.20%), error:      1251.67407, best error:      1207.31299 on epoch:    29, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 59.0921821594s, input_fired_time: 0.5578714609, output_fired_time: 0.5590339899, propagate_forward_time: 21.7395114899, propagate_backward_time: 33.7351646423, weight_update_time: 0.1577994227, other_time: 2.5005989075
epoch time: 4.8014373779s, input_fired_time: 0.0698474497, output_fired_time: 0.0000000000, propagate_forward_time: 4.2998247147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4317650795
validation[          , genome  3447] predictions:    9625/  10000 (96.25%), best:    9620/10000 (96.20%), error:      1215.96680, best error:      1207.31299 on epoch:    29, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 58.4401435852s, input_fired_time: 0.5498313308, output_fired_time: 0.5540769696, propagate_forward_time: 21.5257778168, propagate_backward_time: 33.3694305420, weight_update_time: 0.1541346461, other_time: 2.4410247803
epoch time: 4.2707428932s, input_fired_time: 0.0677019879, output_fired_time: 0.0000000000, propagate_forward_time: 3.7671780586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4358630180
validation[          , genome  3447] predictions:    9610/  10000 (96.10%), best:    9620/10000 (96.20%), error:      1349.25574, best error:      1207.31299 on epoch:    29, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 58.4406890869s, input_fired_time: 0.5503061414, output_fired_time: 0.5552356243, propagate_forward_time: 21.4615993500, propagate_backward_time: 33.4036102295, weight_update_time: 0.1566926390, other_time: 2.4699401855
epoch time: 4.8235244751s, input_fired_time: 0.0698563904, output_fired_time: 0.0000000000, propagate_forward_time: 4.3285622597, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4251060486
validation[          , genome  3447] predictions:    9577/  10000 (95.77%), best:    9620/10000 (96.20%), error:      1378.73779, best error:      1207.31299 on epoch:    29, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 57.3582229614s, input_fired_time: 0.5447288156, output_fired_time: 0.5390406847, propagate_forward_time: 21.0691642761, propagate_backward_time: 32.7980079651, weight_update_time: 0.1543114185, other_time: 2.4072837830
epoch time: 4.7232127190s, input_fired_time: 0.0705897063, output_fired_time: 0.0000000000, propagate_forward_time: 4.2077527046, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4448704720
validation[          , genome  3447] predictions:    9598/  10000 (95.98%), best:    9620/10000 (96.20%), error:      1336.32642, best error:      1207.31299 on epoch:    29, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 58.4819297791s, input_fired_time: 0.5556160212, output_fired_time: 0.5538055897, propagate_forward_time: 21.4896087646, propagate_backward_time: 33.3551940918, weight_update_time: 0.1586020440, other_time: 2.5277061462
epoch time: 4.5574655533s, input_fired_time: 0.0684326068, output_fired_time: 0.0000000000, propagate_forward_time: 4.0455899239, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4434428215
validation[          , genome  3447] predictions:    9596/  10000 (95.96%), best:    9620/10000 (96.20%), error:      1382.16833, best error:      1207.31299 on epoch:    29, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 58.4524078369s, input_fired_time: 0.5520987511, output_fired_time: 0.5516544580, propagate_forward_time: 21.4768619537, propagate_backward_time: 33.3680496216, weight_update_time: 0.1572108269, other_time: 2.5037460327
epoch time: 4.9640355110s, input_fired_time: 0.0729700178, output_fired_time: 0.0000000000, propagate_forward_time: 4.4414844513, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4495811462
validation[          , genome  3447] predictions:    9631/  10000 (96.31%), best:    9620/10000 (96.20%), error:      1210.23022, best error:      1207.31299 on epoch:    29, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 57.8999748230s, input_fired_time: 0.5467276573, output_fired_time: 0.5494623184, propagate_forward_time: 21.1934070587, propagate_backward_time: 33.1167602539, weight_update_time: 0.1548687667, other_time: 2.4936218262
epoch time: 4.8740949631s, input_fired_time: 0.0725884065, output_fired_time: 0.0000000000, propagate_forward_time: 4.3525662422, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4489402771
validation[          , genome  3447] predictions:    9607/  10000 (96.07%), best:    9620/10000 (96.20%), error:      1245.31055, best error:      1207.31299 on epoch:    29, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 58.3575668335s, input_fired_time: 0.5571869016, output_fired_time: 0.5493154526, propagate_forward_time: 21.4352226257, propagate_backward_time: 33.2611770630, weight_update_time: 0.1583515853, other_time: 2.5546646118
epoch time: 4.8315696716s, input_fired_time: 0.0727200806, output_fired_time: 0.0000000000, propagate_forward_time: 4.3004007339, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4584488869
validation[          , genome  3447] predictions:    9577/  10000 (95.77%), best:    9620/10000 (96.20%), error:      1436.51685, best error:      1207.31299 on epoch:    29, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 58.2840309143s, input_fired_time: 0.5532536507, output_fired_time: 0.5484377742, propagate_forward_time: 21.4555473328, propagate_backward_time: 33.2941513062, weight_update_time: 0.1553080082, other_time: 2.4326400757
epoch time: 4.9940404892s, input_fired_time: 0.0745129734, output_fired_time: 0.0000000000, propagate_forward_time: 4.4530587196, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4664688110
validation[          , genome  3447] predictions:    9553/  10000 (95.53%), best:    9620/10000 (96.20%), error:      1463.57471, best error:      1207.31299 on epoch:    29, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 56.7335281372s, input_fired_time: 0.5452564359, output_fired_time: 0.5439839959, propagate_forward_time: 20.6057891846, propagate_backward_time: 32.5461349487, weight_update_time: 0.1541701704, other_time: 2.4923629761
epoch time: 4.7383680344s, input_fired_time: 0.0706249923, output_fired_time: 0.0000000000, propagate_forward_time: 4.2376809120, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4300622940
validation[          , genome  3447] predictions:    9648/  10000 (96.48%), best:    9648/10000 (96.48%), error:      1156.86304, best error:      1156.86304 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 57.7122459412s, input_fired_time: 0.5539361238, output_fired_time: 0.5480556488, propagate_forward_time: 21.1700897217, propagate_backward_time: 32.9707489014, weight_update_time: 0.1547911614, other_time: 2.4694137573
epoch time: 4.6509737968s, input_fired_time: 0.0688124299, output_fired_time: 0.0000000000, propagate_forward_time: 4.1559967995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4261646271
validation[          , genome  3447] predictions:    9585/  10000 (95.85%), best:    9648/10000 (96.48%), error:      1359.23425, best error:      1156.86304 on epoch:    59, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 56.7693672180s, input_fired_time: 0.5444040895, output_fired_time: 0.5440407395, propagate_forward_time: 20.8288459778, propagate_backward_time: 32.4128036499, weight_update_time: 0.1531165540, other_time: 2.4392738342
epoch time: 4.7945637703s, input_fired_time: 0.0712194741, output_fired_time: 0.0000000000, propagate_forward_time: 4.2905468941, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4327974319
validation[          , genome  3447] predictions:    9499/  10000 (94.99%), best:    9648/10000 (96.48%), error:      1579.00024, best error:      1156.86304 on epoch:    59, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 58.7225723267s, input_fired_time: 0.5528594851, output_fired_time: 0.5524056554, propagate_forward_time: 21.6849937439, propagate_backward_time: 33.4897499084, weight_update_time: 0.1560690850, other_time: 2.4425621033
epoch time: 4.8213028908s, input_fired_time: 0.0705691949, output_fired_time: 0.0000000000, propagate_forward_time: 4.3228230476, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4279108047
validation[          , genome  3447] predictions:    9562/  10000 (95.62%), best:    9648/10000 (96.48%), error:      1412.68176, best error:      1156.86304 on epoch:    59, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 58.7239685059s, input_fired_time: 0.5653758645, output_fired_time: 0.5585569739, propagate_forward_time: 21.5135269165, propagate_backward_time: 33.5054130554, weight_update_time: 0.1607408673, other_time: 2.5810966492
epoch time: 4.7755060196s, input_fired_time: 0.0704272464, output_fired_time: 0.0000000000, propagate_forward_time: 4.2760429382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4290356636
validation[          , genome  3447] predictions:    9559/  10000 (95.59%), best:    9648/10000 (96.48%), error:      1341.43811, best error:      1156.86304 on epoch:    59, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 59.0299224854s, input_fired_time: 0.5588234067, output_fired_time: 0.5572052598, propagate_forward_time: 21.7393226624, propagate_backward_time: 33.6925773621, weight_update_time: 0.1561859697, other_time: 2.4819946289
epoch time: 4.8640141487s, input_fired_time: 0.0711217448, output_fired_time: 0.0000000000, propagate_forward_time: 4.3490009308, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4438915253
validation[          , genome  3447] predictions:    9549/  10000 (95.49%), best:    9648/10000 (96.48%), error:      1453.06042, best error:      1156.86304 on epoch:    59, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 58.7979278564s, input_fired_time: 0.5580882430, output_fired_time: 0.5543350577, propagate_forward_time: 21.6645412445, propagate_backward_time: 33.6112899780, weight_update_time: 0.1563319117, other_time: 2.4096755981
epoch time: 4.8727755547s, input_fired_time: 0.0712976083, output_fired_time: 0.0000000000, propagate_forward_time: 4.3601512909, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4413266182
validation[          , genome  3447] predictions:    9599/  10000 (95.99%), best:    9648/10000 (96.48%), error:      1294.80017, best error:      1156.86304 on epoch:    59, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 57.5287399292s, input_fired_time: 0.5532233715, output_fired_time: 0.5453801751, propagate_forward_time: 21.1534481049, propagate_backward_time: 32.7434043884, weight_update_time: 0.1560284644, other_time: 2.5332832336
epoch time: 4.9973845482s, input_fired_time: 0.0764866620, output_fired_time: 0.0000000000, propagate_forward_time: 4.4509811401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4699168205
validation[          , genome  3447] predictions:    9577/  10000 (95.77%), best:    9648/10000 (96.48%), error:      1437.59448, best error:      1156.86304 on epoch:    59, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 58.8238372803s, input_fired_time: 0.5588525534, output_fired_time: 0.5539736152, propagate_forward_time: 21.6743278503, propagate_backward_time: 33.5247154236, weight_update_time: 0.1575464159, other_time: 2.5119667053
epoch time: 4.7845196724s, input_fired_time: 0.0703148022, output_fired_time: 0.0000000000, propagate_forward_time: 4.2863292694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4278755188
validation[          , genome  3447] predictions:    9620/  10000 (96.20%), best:    9648/10000 (96.48%), error:      1269.23792, best error:      1156.86304 on epoch:    59, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 58.0604286194s, input_fired_time: 0.5557589531, output_fired_time: 0.5511956811, propagate_forward_time: 21.3093013763, propagate_backward_time: 33.1951484680, weight_update_time: 0.1568243057, other_time: 2.4490242004
epoch time: 4.6494078636s, input_fired_time: 0.0719912127, output_fired_time: 0.0000000000, propagate_forward_time: 4.1324119568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4450044632
validation[          , genome  3447] predictions:    9605/  10000 (96.05%), best:    9648/10000 (96.48%), error:      1302.94006, best error:      1156.86304 on epoch:    59, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 58.4161186218s, input_fired_time: 0.5534384847, output_fired_time: 0.5516521335, propagate_forward_time: 21.4636688232, propagate_backward_time: 33.4184150696, weight_update_time: 0.1542331874, other_time: 2.4289436340
epoch time: 4.9498119354s, input_fired_time: 0.0741841048, output_fired_time: 0.0000000000, propagate_forward_time: 4.4216880798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4539399147
validation[          , genome  3447] predictions:    9572/  10000 (95.72%), best:    9648/10000 (96.48%), error:      1411.86206, best error:      1156.86304 on epoch:    59, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 58.5993957520s, input_fired_time: 0.5568622947, output_fired_time: 0.5527743697, propagate_forward_time: 21.5889530182, propagate_backward_time: 33.4295692444, weight_update_time: 0.1559712589, other_time: 2.4712409973
epoch time: 5.1207127571s, input_fired_time: 0.0777056143, output_fired_time: 0.0000000000, propagate_forward_time: 4.5668010712, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4762063026
validation[          , genome  3447] predictions:    9626/  10000 (96.26%), best:    9648/10000 (96.48%), error:      1240.78394, best error:      1156.86304 on epoch:    59, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 58.6647911072s, input_fired_time: 0.5599675179, output_fired_time: 0.5573002696, propagate_forward_time: 21.5835266113, propagate_backward_time: 33.5024566650, weight_update_time: 0.1550299227, other_time: 2.4615402222
epoch time: 4.7947006226s, input_fired_time: 0.0704040602, output_fired_time: 0.0000000000, propagate_forward_time: 4.2992463112, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4250502586
validation[          , genome  3447] predictions:    9625/  10000 (96.25%), best:    9648/10000 (96.48%), error:      1247.29102, best error:      1156.86304 on epoch:    59, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 58.9916458130s, input_fired_time: 0.5587634444, output_fired_time: 0.5592896938, propagate_forward_time: 21.7429924011, propagate_backward_time: 33.6745605469, weight_update_time: 0.1553669572, other_time: 2.4560432434
epoch time: 4.7737641335s, input_fired_time: 0.0713217184, output_fired_time: 0.0000000000, propagate_forward_time: 4.2824077606, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4200348854
validation[          , genome  3447] predictions:    9590/  10000 (95.90%), best:    9648/10000 (96.48%), error:      1326.21472, best error:      1156.86304 on epoch:    59, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 58.3541412354s, input_fired_time: 0.5612618923, output_fired_time: 0.5500912666, propagate_forward_time: 21.4733276367, propagate_backward_time: 33.2672996521, weight_update_time: 0.1570928842, other_time: 2.5021629333
epoch time: 4.8031854630s, input_fired_time: 0.0714631677, output_fired_time: 0.0000000000, propagate_forward_time: 4.3006739616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4310483932
validation[          , genome  3447] predictions:    9549/  10000 (95.49%), best:    9648/10000 (96.48%), error:      1453.77258, best error:      1156.86304 on epoch:    59, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 58.4429092407s, input_fired_time: 0.5611785650, output_fired_time: 0.5523154140, propagate_forward_time: 21.4635696411, propagate_backward_time: 33.3365592957, weight_update_time: 0.1587211192, other_time: 2.5292854309
epoch time: 4.9071345329s, input_fired_time: 0.0725036040, output_fired_time: 0.0000000000, propagate_forward_time: 4.3993902206, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4352407455
validation[          , genome  3447] predictions:    9614/  10000 (96.14%), best:    9648/10000 (96.48%), error:      1308.54297, best error:      1156.86304 on epoch:    59, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 59.1806526184s, input_fired_time: 0.5701913238, output_fired_time: 0.5596638918, propagate_forward_time: 21.7494754791, propagate_backward_time: 33.7210121155, weight_update_time: 0.1602885872, other_time: 2.5803108215
epoch time: 4.8136849403s, input_fired_time: 0.0703308508, output_fired_time: 0.0000000000, propagate_forward_time: 4.3143501282, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4290041924
validation[          , genome  3447] predictions:    9611/  10000 (96.11%), best:    9648/10000 (96.48%), error:      1284.54968, best error:      1156.86304 on epoch:    59, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 58.2526130676s, input_fired_time: 0.5548117757, output_fired_time: 0.5512883663, propagate_forward_time: 21.3671741486, propagate_backward_time: 33.2992668152, weight_update_time: 0.1548803598, other_time: 2.4800682068
epoch time: 4.8622999191s, input_fired_time: 0.0736176372, output_fired_time: 0.0000000000, propagate_forward_time: 4.3359260559, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4527564049
validation[          , genome  3447] predictions:    9607/  10000 (96.07%), best:    9648/10000 (96.48%), error:      1271.35864, best error:      1156.86304 on epoch:    59, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 57.2252693176s, input_fired_time: 0.5523459911, output_fired_time: 0.5496634841, propagate_forward_time: 20.7976608276, propagate_backward_time: 32.8456192017, weight_update_time: 0.1551415026, other_time: 2.4799804688
epoch time: 4.8362450600s, input_fired_time: 0.0738890320, output_fired_time: 0.0000000000, propagate_forward_time: 4.3161311150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4462246895
validation[          , genome  3447] predictions:    9602/  10000 (96.02%), best:    9648/10000 (96.48%), error:      1307.57312, best error:      1156.86304 on epoch:    59, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 57.8341560364s, input_fired_time: 0.5569244623, output_fired_time: 0.5491618514, propagate_forward_time: 21.1220092773, propagate_backward_time: 33.0462265015, weight_update_time: 0.1564413160, other_time: 2.5598373413
epoch time: 4.9025974274s, input_fired_time: 0.0739023983, output_fired_time: 0.0000000000, propagate_forward_time: 4.3734073639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4552874565
validation[          , genome  3447] predictions:    9603/  10000 (96.03%), best:    9648/10000 (96.48%), error:      1299.59790, best error:      1156.86304 on epoch:    59, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 58.3096389771s, input_fired_time: 0.5569046140, output_fired_time: 0.5554152131, propagate_forward_time: 21.4161205292, propagate_backward_time: 33.3214378357, weight_update_time: 0.1550184041, other_time: 2.4597587585
epoch time: 4.9306597710s, input_fired_time: 0.0725482181, output_fired_time: 0.0000000000, propagate_forward_time: 4.4093942642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4487171173
validation[          , genome  3447] predictions:    9631/  10000 (96.31%), best:    9648/10000 (96.48%), error:      1310.71484, best error:      1156.86304 on epoch:    59, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 58.6878433228s, input_fired_time: 0.5675547123, output_fired_time: 0.5543216467, propagate_forward_time: 21.5762672424, propagate_backward_time: 33.4525680542, weight_update_time: 0.1587158442, other_time: 2.5371322632
epoch time: 4.8246626854s, input_fired_time: 0.0726066679, output_fired_time: 0.0000000000, propagate_forward_time: 4.3063950539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4456610680
validation[          , genome  3447] predictions:    9599/  10000 (95.99%), best:    9648/10000 (96.48%), error:      1303.06116, best error:      1156.86304 on epoch:    59, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 57.2191162109s, input_fired_time: 0.5550502539, output_fired_time: 0.5538408160, propagate_forward_time: 20.7026367188, propagate_backward_time: 32.8436698914, weight_update_time: 0.1574914455, other_time: 2.5639190674
epoch time: 4.8066048622s, input_fired_time: 0.0712257475, output_fired_time: 0.0000000000, propagate_forward_time: 4.3106746674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4247045517
validation[          , genome  3447] predictions:    9468/  10000 (94.68%), best:    9648/10000 (96.48%), error:      1719.15552, best error:      1156.86304 on epoch:    59, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 59.0154914856s, input_fired_time: 0.5626288652, output_fired_time: 0.5575810075, propagate_forward_time: 21.7117748260, propagate_backward_time: 33.6982040405, weight_update_time: 0.1565809548, other_time: 2.4852981567
epoch time: 4.8419079781s, input_fired_time: 0.0728280693, output_fired_time: 0.0000000000, propagate_forward_time: 4.3244576454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4446220398
validation[          , genome  3447] predictions:    9613/  10000 (96.13%), best:    9648/10000 (96.48%), error:      1236.44580, best error:      1156.86304 on epoch:    59, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 58.7690849304s, input_fired_time: 0.5625780821, output_fired_time: 0.5560877323, propagate_forward_time: 21.6471080780, propagate_backward_time: 33.5008811951, weight_update_time: 0.1565288752, other_time: 2.5024299622
epoch time: 4.6788516045s, input_fired_time: 0.0707807392, output_fired_time: 0.0000000000, propagate_forward_time: 4.1746749878, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4333958626
validation[          , genome  3447] predictions:    9626/  10000 (96.26%), best:    9648/10000 (96.48%), error:      1204.70068, best error:      1156.86304 on epoch:    59, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 57.3552474976s, input_fired_time: 0.5532965064, output_fired_time: 0.5451297164, propagate_forward_time: 20.9371986389, propagate_backward_time: 32.7992019653, weight_update_time: 0.1552487016, other_time: 2.5204238892
epoch time: 4.8674316406s, input_fired_time: 0.0714975744, output_fired_time: 0.0000000000, propagate_forward_time: 4.3719630241, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4239711761
validation[          , genome  3447] predictions:    9630/  10000 (96.30%), best:    9648/10000 (96.48%), error:      1235.41785, best error:      1156.86304 on epoch:    59, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 57.6825485229s, input_fired_time: 0.5592800975, output_fired_time: 0.5531257391, propagate_forward_time: 20.9374103546, propagate_backward_time: 33.0374412537, weight_update_time: 0.1595829725, other_time: 2.5952873230
epoch time: 4.9259839058s, input_fired_time: 0.0760251656, output_fired_time: 0.0000000000, propagate_forward_time: 4.3875436783, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4624152184
validation[          , genome  3447] predictions:    9590/  10000 (95.90%), best:    9648/10000 (96.48%), error:      1326.58398, best error:      1156.86304 on epoch:    59, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 58.8492050171s, input_fired_time: 0.5608050823, output_fired_time: 0.5561316013, propagate_forward_time: 21.6657295227, propagate_backward_time: 33.5809631348, weight_update_time: 0.1575558484, other_time: 2.4855728149
epoch time: 4.7942686081s, input_fired_time: 0.0710016787, output_fired_time: 0.0000000000, propagate_forward_time: 4.2864804268, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4367866516
validation[          , genome  3447] predictions:    9640/  10000 (96.40%), best:    9648/10000 (96.48%), error:      1207.93372, best error:      1156.86304 on epoch:    59, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 57.3122024536s, input_fired_time: 0.5552993417, output_fired_time: 0.5445620418, propagate_forward_time: 21.0183582306, propagate_backward_time: 32.6967086792, weight_update_time: 0.1545569450, other_time: 2.4972763062
epoch time: 4.8708119392s, input_fired_time: 0.0734614432, output_fired_time: 0.0000000000, propagate_forward_time: 4.3575329781, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4398174286
validation[          , genome  3447] predictions:    9610/  10000 (96.10%), best:    9648/10000 (96.48%), error:      1301.66907, best error:      1156.86304 on epoch:    59, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 58.9545707703s, input_fired_time: 0.5630926490, output_fired_time: 0.5548546314, propagate_forward_time: 21.6941051483, propagate_backward_time: 33.6435203552, weight_update_time: 0.1602739543, other_time: 2.4989967346
epoch time: 4.7065830231s, input_fired_time: 0.0709302649, output_fired_time: 0.0000000000, propagate_forward_time: 4.2163233757, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4193291664
validation[          , genome  3447] predictions:    9605/  10000 (96.05%), best:    9648/10000 (96.48%), error:      1363.58008, best error:      1156.86304 on epoch:    59, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 57.1847915649s, input_fired_time: 0.5572825074, output_fired_time: 0.5451855063, propagate_forward_time: 20.8381671906, propagate_backward_time: 32.7389793396, weight_update_time: 0.1552195847, other_time: 2.5051765442
epoch time: 4.9835410118s, input_fired_time: 0.0753565431, output_fired_time: 0.0000000000, propagate_forward_time: 4.4503903389, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4577941895
validation[          , genome  3447] predictions:    9622/  10000 (96.22%), best:    9648/10000 (96.48%), error:      1242.82288, best error:      1156.86304 on epoch:    59, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 58.8769798279s, input_fired_time: 0.5649215579, output_fired_time: 0.5603451133, propagate_forward_time: 21.6809349060, propagate_backward_time: 33.5759162903, weight_update_time: 0.1569434553, other_time: 2.4948616028
epoch time: 4.8938202858s, input_fired_time: 0.0735105351, output_fired_time: 0.0000000000, propagate_forward_time: 4.3818941116, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4384155273
validation[          , genome  3447] predictions:    9601/  10000 (96.01%), best:    9648/10000 (96.48%), error:      1338.85999, best error:      1156.86304 on epoch:    59, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 57.3227729797s, input_fired_time: 0.5524812341, output_fired_time: 0.5535627007, propagate_forward_time: 20.8279094696, propagate_backward_time: 32.8717880249, weight_update_time: 0.1551589370, other_time: 2.5170288086
epoch time: 5.0066170692s, input_fired_time: 0.0765424594, output_fired_time: 0.0000000000, propagate_forward_time: 4.4688777924, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4611968994
validation[          , genome  3447] predictions:    9563/  10000 (95.63%), best:    9648/10000 (96.48%), error:      1491.47876, best error:      1156.86304 on epoch:    59, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 58.2535934448s, input_fired_time: 0.5611551404, output_fired_time: 0.5548210740, propagate_forward_time: 21.3968505859, propagate_backward_time: 33.2457962036, weight_update_time: 0.1565261483, other_time: 2.4949722290
epoch time: 4.8308415413s, input_fired_time: 0.0711186305, output_fired_time: 0.0000000000, propagate_forward_time: 4.3230061531, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4367165565
validation[          , genome  3447] predictions:    9572/  10000 (95.72%), best:    9648/10000 (96.48%), error:      1380.21191, best error:      1156.86304 on epoch:    59, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 58.3007354736s, input_fired_time: 0.5591382980, output_fired_time: 0.5483814478, propagate_forward_time: 21.4723529816, propagate_backward_time: 33.1997375488, weight_update_time: 0.1571389586, other_time: 2.5211257935
epoch time: 5.0605697632s, input_fired_time: 0.0776842013, output_fired_time: 0.0000000000, propagate_forward_time: 4.5180993080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4647860527
validation[          , genome  3447] predictions:    9602/  10000 (96.02%), best:    9648/10000 (96.48%), error:      1364.14417, best error:      1156.86304 on epoch:    59, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 58.5205154419s, input_fired_time: 0.5663702488, output_fired_time: 0.5554374456, propagate_forward_time: 21.4473152161, propagate_backward_time: 33.3813743591, weight_update_time: 0.1605003178, other_time: 2.5700149536
epoch time: 4.8526368141s, input_fired_time: 0.0743558854, output_fired_time: 0.0000000000, propagate_forward_time: 4.3499140739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4283666611
validation[          , genome  3447] predictions:    9635/  10000 (96.35%), best:    9648/10000 (96.48%), error:      1209.18213, best error:      1156.86304 on epoch:    59, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 58.6061477661s, input_fired_time: 0.5631921887, output_fired_time: 0.5537261963, propagate_forward_time: 21.5523662567, propagate_backward_time: 33.4481544495, weight_update_time: 0.1581802815, other_time: 2.4887123108
epoch time: 4.7962961197s, input_fired_time: 0.0718256012, output_fired_time: 0.0000000000, propagate_forward_time: 4.3011116982, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4233589172
validation[          , genome  3447] predictions:    9619/  10000 (96.19%), best:    9648/10000 (96.48%), error:      1265.57483, best error:      1156.86304 on epoch:    59, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 58.7814979553s, input_fired_time: 0.5624863505, output_fired_time: 0.5573259592, propagate_forward_time: 21.6530227661, propagate_backward_time: 33.5519256592, weight_update_time: 0.1560966671, other_time: 2.4567375183
epoch time: 4.8588404655s, input_fired_time: 0.0734900013, output_fired_time: 0.0000000000, propagate_forward_time: 4.3432660103, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4420843124
validation[          , genome  3447] predictions:    9627/  10000 (96.27%), best:    9648/10000 (96.48%), error:      1297.19043, best error:      1156.86304 on epoch:    59, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 58.6039314270s, input_fired_time: 0.5594213605, output_fired_time: 0.5528331399, propagate_forward_time: 21.5243644714, propagate_backward_time: 33.4776344299, weight_update_time: 0.1568100452, other_time: 2.4896774292
epoch time: 4.7829656601s, input_fired_time: 0.0725651905, output_fired_time: 0.0000000000, propagate_forward_time: 4.2728047371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4375958443
validation[          , genome  3447] predictions:    9580/  10000 (95.80%), best:    9648/10000 (96.48%), error:      1373.93787, best error:      1156.86304 on epoch:    59, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 57.3648071289s, input_fired_time: 0.5524021983, output_fired_time: 0.5479114056, propagate_forward_time: 20.9272289276, propagate_backward_time: 32.8983345032, weight_update_time: 0.1515172869, other_time: 2.4389305115
epoch time: 5.1835145950s, input_fired_time: 0.0782666430, output_fired_time: 0.0000000000, propagate_forward_time: 4.6352801323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4699678421
validation[          , genome  3447] predictions:    9600/  10000 (96.00%), best:    9648/10000 (96.48%), error:      1334.18835, best error:      1156.86304 on epoch:    59, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 58.8241996765s, input_fired_time: 0.5610998869, output_fired_time: 0.5553870201, propagate_forward_time: 21.6638545990, propagate_backward_time: 33.5418205261, weight_update_time: 0.1572201699, other_time: 2.5020408630
epoch time: 4.8637380600s, input_fired_time: 0.0725745633, output_fired_time: 0.0000000000, propagate_forward_time: 4.3671841621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4239792824
validation[          , genome  3447] predictions:    9586/  10000 (95.86%), best:    9648/10000 (96.48%), error:      1412.02649, best error:      1156.86304 on epoch:    59, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 57.2803421021s, input_fired_time: 0.5559002161, output_fired_time: 0.5477087498, propagate_forward_time: 20.8531570435, propagate_backward_time: 32.8273735046, weight_update_time: 0.1541787535, other_time: 2.4962005615
epoch time: 4.6516895294s, input_fired_time: 0.0716876835, output_fired_time: 0.0000000000, propagate_forward_time: 4.1479606628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4320411682
validation[          , genome  3447] predictions:    9574/  10000 (95.74%), best:    9648/10000 (96.48%), error:      1454.28210, best error:      1156.86304 on epoch:    59, 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: 24.0607166290s, input_fired_time: 0.3547357321, output_fired_time: 0.0000000000, propagate_forward_time: 21.4836101532, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 2.2223701477
best training[          , genome  3447] predictions:   49048/  50000 (98.10%), best:    9648/10000 (96.48%), error:      3405.06763, best error:      1156.86304 on epoch:    59, 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: 4.8316264153s, input_fired_time: 0.0705165118, output_fired_time: 0.0000000000, propagate_forward_time: 4.3166804314, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4444293976
   testing[          , genome  3447] predictions:    9688/  10000 (96.88%), best:    9648/10000 (96.48%), error:      1085.22144, best error:      1156.86304 on epoch:    59, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
14:42:05 (4028): called boinc_finish(0)

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