Nameexact_genome_1512568488_43_1807_0
Workunit2580353
Created6 Dec 2017, 20:51:14 UTC
Sent6 Dec 2017, 20:55:46 UTC
Report deadline8 Dec 2017, 23:45:20 UTC
Received7 Dec 2017, 23:09:49 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time56 min 27 sec
CPU time56 min 24 sec
Validate stateValid
Credit529.44
Device peak FLOPS3.78 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size148.69 MB
Peak swap size150.50 MB
Peak disk usage0.92 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: 27.4607124329s, input_fired_time: 0.2134057432, output_fired_time: 0.1410410106, propagate_forward_time: 11.3578147888, propagate_backward_time: 14.3698244095, weight_update_time: 0.0578645207, other_time: 1.3786268234
epoch time: 3.5957276821s, input_fired_time: 0.0301922951, output_fired_time: 0.0000000000, propagate_forward_time: 3.2470693588, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3184659481
validation[          , genome  1807] predictions:    9450/  10000 (94.50%), best:    9452/10000 (94.52%), error:      1977.90662, best error:      1964.00269 on epoch:     8, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 30.0536842346s, input_fired_time: 0.2237440199, output_fired_time: 0.1515161097, propagate_forward_time: 12.5063343048, propagate_backward_time: 15.7058639526, weight_update_time: 0.0621959940, other_time: 1.4662265778
epoch time: 3.5999939442s, input_fired_time: 0.0305933524, output_fired_time: 0.0000000000, propagate_forward_time: 3.2486038208, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3207967281
validation[          , genome  1807] predictions:    9247/  10000 (92.47%), best:    9452/10000 (94.52%), error:      2620.68994, best error:      1964.00269 on epoch:     8, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 30.0632266998s, input_fired_time: 0.2230446488, output_fired_time: 0.1506508589, propagate_forward_time: 12.4919633865, propagate_backward_time: 15.7296676636, weight_update_time: 0.0621858016, other_time: 1.4678993225
epoch time: 3.2758879662s, input_fired_time: 0.0283579417, output_fired_time: 0.0000000000, propagate_forward_time: 2.9518020153, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2957279682
validation[          , genome  1807] predictions:    9409/  10000 (94.09%), best:    9452/10000 (94.52%), error:      2057.99463, best error:      1964.00269 on epoch:     8, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 34.6038360596s, input_fired_time: 0.2419860661, output_fired_time: 0.1702245325, propagate_forward_time: 14.5444622040, propagate_backward_time: 18.0396003723, weight_update_time: 0.0694711208, other_time: 1.6075649261
epoch time: 2.7044279575s, input_fired_time: 0.0240414627, output_fired_time: 0.0000000000, propagate_forward_time: 2.4337725639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2466139793
validation[          , genome  1807] predictions:    9440/  10000 (94.40%), best:    9452/10000 (94.52%), error:      1986.16345, best error:      1964.00269 on epoch:     8, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 29.3575992584s, input_fired_time: 0.2203647643, output_fired_time: 0.1487538815, propagate_forward_time: 12.2291870117, propagate_backward_time: 15.3591146469, weight_update_time: 0.0599767491, other_time: 1.4001779556
epoch time: 2.7253100872s, input_fired_time: 0.0239750836, output_fired_time: 0.0000000000, propagate_forward_time: 2.4503631592, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2509717941
validation[          , genome  1807] predictions:    9438/  10000 (94.38%), best:    9438/10000 (94.38%), error:      1926.72925, best error:      1926.72925 on epoch:    18, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 29.8711719513s, input_fired_time: 0.2224583179, output_fired_time: 0.1506343782, propagate_forward_time: 12.4887714386, propagate_backward_time: 15.5825881958, weight_update_time: 0.0612044707, other_time: 1.4267196655
epoch time: 2.7574393749s, input_fired_time: 0.0244889203, output_fired_time: 0.0000000000, propagate_forward_time: 2.4767827988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2561676502
validation[          , genome  1807] predictions:    9354/  10000 (93.54%), best:    9438/10000 (94.38%), error:      2188.73315, best error:      1926.72925 on epoch:    18, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 28.9881801605s, input_fired_time: 0.2175737470, output_fired_time: 0.1470613480, propagate_forward_time: 12.0131301880, propagate_backward_time: 15.2206897736, weight_update_time: 0.0592155531, other_time: 1.3897266388
epoch time: 2.7391588688s, input_fired_time: 0.0243607815, output_fired_time: 0.0000000000, propagate_forward_time: 2.4642570019, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2505409718
validation[          , genome  1807] predictions:    9452/  10000 (94.52%), best:    9452/10000 (94.52%), error:      1895.59106, best error:      1895.59106 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 29.3539466858s, input_fired_time: 0.2192209363, output_fired_time: 0.1477117389, propagate_forward_time: 12.2252187729, propagate_backward_time: 15.3604421616, weight_update_time: 0.0600764379, other_time: 1.4013528824
epoch time: 2.7434680462s, input_fired_time: 0.0243857745, output_fired_time: 0.0000000000, propagate_forward_time: 2.4631929398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2558894157
validation[          , genome  1807] predictions:    9429/  10000 (94.29%), best:    9452/10000 (94.52%), error:      1993.20459, best error:      1895.59106 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 29.4054946899s, input_fired_time: 0.2204109728, output_fired_time: 0.1481276155, propagate_forward_time: 12.2445964813, propagate_backward_time: 15.3788051605, weight_update_time: 0.0602336489, other_time: 1.4135532379
epoch time: 2.4885053635s, input_fired_time: 0.0226592030, output_fired_time: 0.0000000000, propagate_forward_time: 2.2336571217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2321889400
validation[          , genome  1807] predictions:    9448/  10000 (94.48%), best:    9452/10000 (94.52%), error:      1990.00549, best error:      1895.59106 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 27.5418663025s, input_fired_time: 0.2133064717, output_fired_time: 0.1404519081, propagate_forward_time: 11.4754905701, propagate_backward_time: 14.3515615463, weight_update_time: 0.0574401096, other_time: 1.3610563278
epoch time: 2.4825410843s, input_fired_time: 0.0227538701, output_fired_time: 0.0000000000, propagate_forward_time: 2.2287228107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2310643196
validation[          , genome  1807] predictions:    9442/  10000 (94.42%), best:    9452/10000 (94.52%), error:      1983.08923, best error:      1895.59106 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 31.0901622772s, input_fired_time: 0.2288569212, output_fired_time: 0.1553609222, propagate_forward_time: 12.9765348434, propagate_backward_time: 16.2316894531, weight_update_time: 0.0639734119, other_time: 1.4977188110
epoch time: 2.4781560898s, input_fired_time: 0.0229321234, output_fired_time: 0.0000000000, propagate_forward_time: 2.2212202549, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2340037823
validation[          , genome  1807] predictions:    9450/  10000 (94.50%), best:    9452/10000 (94.52%), error:      1901.28894, best error:      1895.59106 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 27.7487621307s, input_fired_time: 0.2154141366, output_fired_time: 0.1420993209, propagate_forward_time: 11.5483779907, propagate_backward_time: 14.4673318863, weight_update_time: 0.0582589060, other_time: 1.3755388260
epoch time: 2.4911429882s, input_fired_time: 0.0231078118, output_fired_time: 0.0000000000, propagate_forward_time: 2.2340271473, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2340080738
validation[          , genome  1807] predictions:    9472/  10000 (94.72%), best:    9472/10000 (94.72%), error:      1850.42688, best error:      1850.42688 on epoch:    25, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 34.1735610962s, input_fired_time: 0.2419393212, output_fired_time: 0.1684255451, propagate_forward_time: 14.3302373886, propagate_backward_time: 17.8134822845, weight_update_time: 0.0692783520, other_time: 1.6194744110
epoch time: 2.5986819267s, input_fired_time: 0.0237688702, output_fired_time: 0.0000000000, propagate_forward_time: 2.3369767666, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2379362583
validation[          , genome  1807] predictions:    9433/  10000 (94.33%), best:    9472/10000 (94.72%), error:      1971.95178, best error:      1850.42688 on epoch:    25, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 33.8705482483s, input_fired_time: 0.2394854724, output_fired_time: 0.1673043668, propagate_forward_time: 14.2057819366, propagate_backward_time: 17.6705951691, weight_update_time: 0.0682860464, other_time: 1.5873794556
epoch time: 3.3604485989s, input_fired_time: 0.0289956164, output_fired_time: 0.0000000000, propagate_forward_time: 3.0301525593, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3013005257
validation[          , genome  1807] predictions:    9423/  10000 (94.23%), best:    9472/10000 (94.72%), error:      1960.50537, best error:      1850.42688 on epoch:    25, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 33.6012802124s, input_fired_time: 0.2418474108, output_fired_time: 0.1663063914, propagate_forward_time: 14.0795755386, propagate_backward_time: 17.5269546509, weight_update_time: 0.0683840141, other_time: 1.5865974426
epoch time: 3.5621755123s, input_fired_time: 0.0298894532, output_fired_time: 0.0000000000, propagate_forward_time: 3.2140109539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3182752132
validation[          , genome  1807] predictions:    9473/  10000 (94.73%), best:    9472/10000 (94.72%), error:      1861.84045, best error:      1850.42688 on epoch:    25, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 30.0468139648s, input_fired_time: 0.2241415083, output_fired_time: 0.1510333121, propagate_forward_time: 12.5063533783, propagate_backward_time: 15.7306480408, weight_update_time: 0.0612979345, other_time: 1.4346370697
epoch time: 2.8909420967s, input_fired_time: 0.0258058850, output_fired_time: 0.0000000000, propagate_forward_time: 2.5991237164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2660124302
validation[          , genome  1807] predictions:    9429/  10000 (94.29%), best:    9472/10000 (94.72%), error:      2001.26233, best error:      1850.42688 on epoch:    25, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 30.8332176208s, input_fired_time: 0.2279286534, output_fired_time: 0.1550202519, propagate_forward_time: 12.9330215454, propagate_backward_time: 16.0650520325, weight_update_time: 0.0622390509, other_time: 1.4521961212
epoch time: 2.6708912849s, input_fired_time: 0.0237645954, output_fired_time: 0.0000000000, propagate_forward_time: 2.4042613506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2428653240
validation[          , genome  1807] predictions:    9460/  10000 (94.60%), best:    9472/10000 (94.72%), error:      1851.43420, best error:      1850.42688 on epoch:    25, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 30.1152038574s, input_fired_time: 0.2221818119, output_fired_time: 0.1514567435, propagate_forward_time: 12.5341348648, propagate_backward_time: 15.7881460190, weight_update_time: 0.0609128475, other_time: 1.4192857742
epoch time: 3.0874140263s, input_fired_time: 0.0267672222, output_fired_time: 0.0000000000, propagate_forward_time: 2.7804994583, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2801473141
validation[          , genome  1807] predictions:    9446/  10000 (94.46%), best:    9472/10000 (94.72%), error:      1939.66614, best error:      1850.42688 on epoch:    25, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 31.2474422455s, input_fired_time: 0.2316081226, output_fired_time: 0.1571515203, propagate_forward_time: 13.0525808334, propagate_backward_time: 16.2878818512, weight_update_time: 0.0650101304, other_time: 1.5182209015
epoch time: 3.0937383175s, input_fired_time: 0.0276843235, output_fired_time: 0.0000000000, propagate_forward_time: 2.7866373062, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2794167995
validation[          , genome  1807] predictions:    9485/  10000 (94.85%), best:    9485/10000 (94.85%), error:      1794.11682, best error:      1794.11682 on epoch:    32, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 28.9341907501s, input_fired_time: 0.2216891050, output_fired_time: 0.1475512087, propagate_forward_time: 12.0695466995, propagate_backward_time: 15.0631513596, weight_update_time: 0.0606660396, other_time: 1.4322519302
epoch time: 3.1785767078s, input_fired_time: 0.0295094550, output_fired_time: 0.0000000000, propagate_forward_time: 2.8556573391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2934098244
validation[          , genome  1807] predictions:    9458/  10000 (94.58%), best:    9485/10000 (94.85%), error:      1859.28271, best error:      1794.11682 on epoch:    32, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 31.2696914673s, input_fired_time: 0.2290886045, output_fired_time: 0.1576275378, propagate_forward_time: 12.9929533005, propagate_backward_time: 16.3828487396, weight_update_time: 0.0638770685, other_time: 1.5071735382
epoch time: 3.1213304996s, input_fired_time: 0.0269351881, output_fired_time: 0.0000000000, propagate_forward_time: 2.8143262863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2800691128
validation[          , genome  1807] predictions:    9454/  10000 (94.54%), best:    9485/10000 (94.85%), error:      1859.32629, best error:      1794.11682 on epoch:    32, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 31.1356945038s, input_fired_time: 0.2270507067, output_fired_time: 0.1555943191, propagate_forward_time: 12.9978675842, propagate_backward_time: 16.2550544739, weight_update_time: 0.0629082844, other_time: 1.5001277924
epoch time: 3.3321793079s, input_fired_time: 0.0282067452, output_fired_time: 0.0000000000, propagate_forward_time: 3.0036413670, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3003311157
validation[          , genome  1807] predictions:    9481/  10000 (94.81%), best:    9485/10000 (94.85%), error:      1805.48621, best error:      1794.11682 on epoch:    32, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 32.9628906250s, input_fired_time: 0.2348711491, output_fired_time: 0.1633225679, propagate_forward_time: 13.8042707443, propagate_backward_time: 17.1978569031, weight_update_time: 0.0664080158, other_time: 1.5625686646
epoch time: 2.6256394386s, input_fired_time: 0.0235061459, output_fired_time: 0.0000000000, propagate_forward_time: 2.3595414162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2425918579
validation[          , genome  1807] predictions:    9465/  10000 (94.65%), best:    9485/10000 (94.85%), error:      1860.66187, best error:      1794.11682 on epoch:    32, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 29.8676033020s, input_fired_time: 0.2224800140, output_fired_time: 0.1507937759, propagate_forward_time: 12.4836502075, propagate_backward_time: 15.5717983246, weight_update_time: 0.0605111867, other_time: 1.4388809204
epoch time: 3.0431566238s, input_fired_time: 0.0267198998, output_fired_time: 0.0000000000, propagate_forward_time: 2.7413198948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2751169205
validation[          , genome  1807] predictions:    9477/  10000 (94.77%), best:    9485/10000 (94.85%), error:      1864.25671, best error:      1794.11682 on epoch:    32, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 36.5705871582s, input_fired_time: 0.2515768111, output_fired_time: 0.1787109077, propagate_forward_time: 15.3724966049, propagate_backward_time: 19.0600833893, weight_update_time: 0.0735712349, other_time: 1.7077198029
epoch time: 3.1557662487s, input_fired_time: 0.0276012905, output_fired_time: 0.0000000000, propagate_forward_time: 2.8427169323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2854480743
validation[          , genome  1807] predictions:    9455/  10000 (94.55%), best:    9485/10000 (94.85%), error:      1895.96008, best error:      1794.11682 on epoch:    32, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 33.9736824036s, input_fired_time: 0.2409419268, output_fired_time: 0.1680888832, propagate_forward_time: 14.2311925888, propagate_backward_time: 17.7378826141, weight_update_time: 0.0681783110, other_time: 1.5955791473
epoch time: 2.7600772381s, input_fired_time: 0.0247552115, output_fired_time: 0.0000000000, propagate_forward_time: 2.4802193642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2551026344
validation[          , genome  1807] predictions:    9457/  10000 (94.57%), best:    9485/10000 (94.85%), error:      1864.69812, best error:      1794.11682 on epoch:    32, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 30.9221343994s, input_fired_time: 0.2328870296, output_fired_time: 0.1551798284, propagate_forward_time: 12.9103078842, propagate_backward_time: 16.1425304413, weight_update_time: 0.0623703972, other_time: 1.4812297821
epoch time: 3.0017771721s, input_fired_time: 0.0264025368, output_fired_time: 0.0000000000, propagate_forward_time: 2.7040095329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2713651657
validation[          , genome  1807] predictions:    9387/  10000 (93.87%), best:    9485/10000 (94.85%), error:      2036.76135, best error:      1794.11682 on epoch:    32, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 34.3851699829s, input_fired_time: 0.2453563511, output_fired_time: 0.1774181575, propagate_forward_time: 14.3928880692, propagate_backward_time: 17.9352245331, weight_update_time: 0.0737727657, other_time: 1.6342830658
epoch time: 2.6640357971s, input_fired_time: 0.0243920777, output_fired_time: 0.0000000000, propagate_forward_time: 2.3887052536, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2509384155
validation[          , genome  1807] predictions:    9444/  10000 (94.44%), best:    9485/10000 (94.85%), error:      1923.53027, best error:      1794.11682 on epoch:    32, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 34.2609291077s, input_fired_time: 0.2422652990, output_fired_time: 0.1687459350, propagate_forward_time: 14.3445425034, propagate_backward_time: 17.8966236115, weight_update_time: 0.0692109913, other_time: 1.6087512970
epoch time: 3.6097345352s, input_fired_time: 0.0304438360, output_fired_time: 0.0000000000, propagate_forward_time: 3.2612867355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3180038929
validation[          , genome  1807] predictions:    9462/  10000 (94.62%), best:    9485/10000 (94.85%), error:      1908.63708, best error:      1794.11682 on epoch:    32, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 32.0667915344s, input_fired_time: 0.2327849120, output_fired_time: 0.1609292775, propagate_forward_time: 13.4293222427, propagate_backward_time: 16.7357521057, weight_update_time: 0.0648283735, other_time: 1.5080032349
epoch time: 2.4984524250s, input_fired_time: 0.0234416667, output_fired_time: 0.0000000000, propagate_forward_time: 2.2454297543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2295811176
validation[          , genome  1807] predictions:    9468/  10000 (94.68%), best:    9485/10000 (94.85%), error:      1852.41846, best error:      1794.11682 on epoch:    32, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 35.7747077942s, input_fired_time: 0.2518416345, output_fired_time: 0.1758140326, propagate_forward_time: 15.0116167068, propagate_backward_time: 18.6423034668, weight_update_time: 0.0729022995, other_time: 1.6931304932
epoch time: 3.5963702202s, input_fired_time: 0.0302415639, output_fired_time: 0.0000000000, propagate_forward_time: 3.2497713566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3163573742
validation[          , genome  1807] predictions:    9485/  10000 (94.85%), best:    9485/10000 (94.85%), error:      1790.44946, best error:      1790.44946 on epoch:    44, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 34.3879966736s, input_fired_time: 0.2445390522, output_fired_time: 0.1700501889, propagate_forward_time: 14.4390974045, propagate_backward_time: 17.9237327576, weight_update_time: 0.0693670958, other_time: 1.6105766296
epoch time: 2.2462694645s, input_fired_time: 0.0216240697, output_fired_time: 0.0000000000, propagate_forward_time: 2.0113818645, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2132635117
validation[          , genome  1807] predictions:    9473/  10000 (94.73%), best:    9485/10000 (94.85%), error:      1870.21130, best error:      1790.44946 on epoch:    44, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 32.8278236389s, input_fired_time: 0.2396191359, output_fired_time: 0.1632792652, propagate_forward_time: 13.7168045044, propagate_backward_time: 17.1170902252, weight_update_time: 0.0678667650, other_time: 1.5910282135
epoch time: 3.5933980942s, input_fired_time: 0.0314717814, output_fired_time: 0.0000000000, propagate_forward_time: 3.2427084446, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3192179203
validation[          , genome  1807] predictions:    9484/  10000 (94.84%), best:    9485/10000 (94.85%), error:      1804.31653, best error:      1790.44946 on epoch:    44, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 29.6623458862s, input_fired_time: 0.2263823152, output_fired_time: 0.1500966251, propagate_forward_time: 12.3476982117, propagate_backward_time: 15.4820203781, weight_update_time: 0.0664824769, other_time: 1.4561471939
epoch time: 2.3461489677s, input_fired_time: 0.0228084158, output_fired_time: 0.0000000000, propagate_forward_time: 2.1012973785, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2220432758
validation[          , genome  1807] predictions:    9428/  10000 (94.28%), best:    9485/10000 (94.85%), error:      1931.84729, best error:      1790.44946 on epoch:    44, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 28.7926292419s, input_fired_time: 0.2225684077, output_fired_time: 0.1471174061, propagate_forward_time: 11.9546384811, propagate_backward_time: 15.0471296310, weight_update_time: 0.0600880459, other_time: 1.4211740494
epoch time: 2.7739932537s, input_fired_time: 0.0255814567, output_fired_time: 0.0000000000, propagate_forward_time: 2.4934582710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2549536228
validation[          , genome  1807] predictions:    9479/  10000 (94.79%), best:    9485/10000 (94.85%), error:      1806.92798, best error:      1790.44946 on epoch:    44, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 26.6271438599s, input_fired_time: 0.2136600614, output_fired_time: 0.1371138096, propagate_forward_time: 10.9910573959, propagate_backward_time: 13.9477691650, weight_update_time: 0.0562734604, other_time: 1.3375444412
epoch time: 2.4521100521s, input_fired_time: 0.0233537816, output_fired_time: 0.0000000000, propagate_forward_time: 2.2001271248, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2286291122
validation[          , genome  1807] predictions:    9465/  10000 (94.65%), best:    9485/10000 (94.85%), error:      1851.81641, best error:      1790.44946 on epoch:    44, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 26.8868789673s, input_fired_time: 0.2144698650, output_fired_time: 0.1384513080, propagate_forward_time: 11.0982131958, propagate_backward_time: 14.0924501419, weight_update_time: 0.0564708821, other_time: 1.3432950974
epoch time: 2.8084843159s, input_fired_time: 0.0257698726, output_fired_time: 0.0000000000, propagate_forward_time: 2.5242781639, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2584362030
validation[          , genome  1807] predictions:    9479/  10000 (94.79%), best:    9485/10000 (94.85%), error:      1856.29858, best error:      1790.44946 on epoch:    44, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 29.8816909790s, input_fired_time: 0.2259343565, output_fired_time: 0.1497600973, propagate_forward_time: 12.4567060471, propagate_backward_time: 15.5969896317, weight_update_time: 0.0616104454, other_time: 1.4523000717
epoch time: 2.4253575802s, input_fired_time: 0.0228362605, output_fired_time: 0.0000000000, propagate_forward_time: 2.1761655807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2263557911
validation[          , genome  1807] predictions:    9431/  10000 (94.31%), best:    9485/10000 (94.85%), error:      2019.83850, best error:      1790.44946 on epoch:    44, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 32.0345344543s, input_fired_time: 0.2362122536, output_fired_time: 0.1593272835, propagate_forward_time: 13.3988780975, propagate_backward_time: 16.6977539062, weight_update_time: 0.0657887012, other_time: 1.5423641205
epoch time: 2.4566128254s, input_fired_time: 0.0243806019, output_fired_time: 0.0000000000, propagate_forward_time: 2.1977107525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2345213890
validation[          , genome  1807] predictions:    9483/  10000 (94.83%), best:    9485/10000 (94.85%), error:      1838.44202, best error:      1790.44946 on epoch:    44, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 28.9951992035s, input_fired_time: 0.2234377563, output_fired_time: 0.1472210437, propagate_forward_time: 12.0500507355, propagate_backward_time: 15.1486787796, weight_update_time: 0.0605466925, other_time: 1.4258108139
epoch time: 2.4067759514s, input_fired_time: 0.0245015882, output_fired_time: 0.0000000000, propagate_forward_time: 2.1395943165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2426800728
validation[          , genome  1807] predictions:    9504/  10000 (95.04%), best:    9504/10000 (95.04%), error:      1758.06995, best error:      1758.06995 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 26.7149581909s, input_fired_time: 0.2123178840, output_fired_time: 0.1373388171, propagate_forward_time: 11.0907840729, propagate_backward_time: 13.9517478943, weight_update_time: 0.0559524000, other_time: 1.3227691650
epoch time: 2.6166131496s, input_fired_time: 0.0254589003, output_fired_time: 0.0000000000, propagate_forward_time: 2.3414957523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2496585846
validation[          , genome  1807] predictions:    9478/  10000 (94.78%), best:    9504/10000 (95.04%), error:      1808.50940, best error:      1758.06995 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 28.0965213776s, input_fired_time: 0.2182069421, output_fired_time: 0.1424251050, propagate_forward_time: 11.6791410446, propagate_backward_time: 14.6774902344, weight_update_time: 0.0584804676, other_time: 1.3792572021
epoch time: 2.5530266762s, input_fired_time: 0.0253682211, output_fired_time: 0.0000000000, propagate_forward_time: 2.2868363857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2408220768
validation[          , genome  1807] predictions:    9397/  10000 (93.97%), best:    9504/10000 (95.04%), error:      2135.73120, best error:      1758.06995 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 32.2209129333s, input_fired_time: 0.2377963364, output_fired_time: 0.1610676348, propagate_forward_time: 13.4258499146, propagate_backward_time: 16.8375225067, weight_update_time: 0.0665406138, other_time: 1.5586757660
epoch time: 2.5060856342s, input_fired_time: 0.0238159224, output_fired_time: 0.0000000000, propagate_forward_time: 2.2495293617, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2327404022
validation[          , genome  1807] predictions:    9494/  10000 (94.94%), best:    9504/10000 (95.04%), error:      1781.38293, best error:      1758.06995 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 31.1434688568s, input_fired_time: 0.2333030850, output_fired_time: 0.1557460725, propagate_forward_time: 12.9759721756, propagate_backward_time: 16.2630615234, weight_update_time: 0.0645626560, other_time: 1.5153846741
epoch time: 2.3647468090s, input_fired_time: 0.0225005597, output_fired_time: 0.0000000000, propagate_forward_time: 2.1206614971, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2215847969
validation[          , genome  1807] predictions:    9477/  10000 (94.77%), best:    9504/10000 (95.04%), error:      1797.77698, best error:      1758.06995 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 27.0247039795s, input_fired_time: 0.2150499523, output_fired_time: 0.1380811930, propagate_forward_time: 11.2125902176, propagate_backward_time: 14.1158390045, weight_update_time: 0.0564280525, other_time: 1.3431444168
epoch time: 2.4538869858s, input_fired_time: 0.0235454738, output_fired_time: 0.0000000000, propagate_forward_time: 2.2019519806, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2283895016
validation[          , genome  1807] predictions:    9437/  10000 (94.37%), best:    9504/10000 (95.04%), error:      1984.82288, best error:      1758.06995 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 27.1054840088s, input_fired_time: 0.2153393626, output_fired_time: 0.1395727992, propagate_forward_time: 11.2572946548, propagate_backward_time: 14.1514568329, weight_update_time: 0.0565996692, other_time: 1.3418207169
epoch time: 3.5030441284s, input_fired_time: 0.0311064739, output_fired_time: 0.0000000000, propagate_forward_time: 3.1598699093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3120677471
validation[          , genome  1807] predictions:    9495/  10000 (94.95%), best:    9504/10000 (95.04%), error:      1758.57507, best error:      1758.06995 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 34.0633773804s, input_fired_time: 0.2432860583, output_fired_time: 0.1685260236, propagate_forward_time: 14.2655401230, propagate_backward_time: 17.7845935822, weight_update_time: 0.0689130500, other_time: 1.6014308929
epoch time: 2.8548665047s, input_fired_time: 0.0258736927, output_fired_time: 0.0000000000, propagate_forward_time: 2.5667173862, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2622754574
validation[          , genome  1807] predictions:    9476/  10000 (94.76%), best:    9504/10000 (95.04%), error:      1813.10693, best error:      1758.06995 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 29.5647277832s, input_fired_time: 0.2239269167, output_fired_time: 0.1494064182, propagate_forward_time: 12.3130292892, propagate_backward_time: 15.4711561203, weight_update_time: 0.0605050810, other_time: 1.4072084427
epoch time: 3.6025280952s, input_fired_time: 0.0319097266, output_fired_time: 0.0000000000, propagate_forward_time: 3.2496709824, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3209474087
validation[          , genome  1807] predictions:    9488/  10000 (94.88%), best:    9504/10000 (95.04%), error:      1790.68115, best error:      1758.06995 on epoch:    53, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 35.9733428955s, input_fired_time: 0.2521153390, output_fired_time: 0.1763021797, propagate_forward_time: 15.1169681549, propagate_backward_time: 18.7624378204, weight_update_time: 0.0725809708, other_time: 1.6655158997
epoch time: 3.1694731712s, input_fired_time: 0.0280897710, output_fired_time: 0.0000000000, propagate_forward_time: 2.8594441414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2819392681
validation[          , genome  1807] predictions:    9476/  10000 (94.76%), best:    9504/10000 (95.04%), error:      1880.58240, best error:      1758.06995 on epoch:    53, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 30.9652252197s, input_fired_time: 0.2305728346, output_fired_time: 0.1553010941, propagate_forward_time: 12.9315156937, propagate_backward_time: 16.2026329041, weight_update_time: 0.0622726008, other_time: 1.4452018738
epoch time: 3.5953111649s, input_fired_time: 0.0310916640, output_fired_time: 0.0000000000, propagate_forward_time: 3.2450687885, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3191506863
validation[          , genome  1807] predictions:    9458/  10000 (94.58%), best:    9504/10000 (95.04%), error:      1887.10339, best error:      1758.06995 on epoch:    53, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 29.8973121643s, input_fired_time: 0.2280770838, output_fired_time: 0.1516444087, propagate_forward_time: 12.4477663040, propagate_backward_time: 15.6099920273, weight_update_time: 0.0617874861, other_time: 1.4598321915
epoch time: 2.4302349091s, input_fired_time: 0.0233469456, output_fired_time: 0.0000000000, propagate_forward_time: 2.1781766415, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2287113667
validation[          , genome  1807] predictions:    9490/  10000 (94.90%), best:    9504/10000 (95.04%), error:      1828.06299, best error:      1758.06995 on epoch:    53, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 32.9400863647s, input_fired_time: 0.2412382662, output_fired_time: 0.1641372293, propagate_forward_time: 13.7500019073, propagate_backward_time: 17.2140064240, weight_update_time: 0.0677572638, other_time: 1.5707015991
epoch time: 2.4120121002s, input_fired_time: 0.0232458226, output_fired_time: 0.0000000000, propagate_forward_time: 2.1651699543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2235963345
validation[          , genome  1807] predictions:    9473/  10000 (94.73%), best:    9504/10000 (95.04%), error:      1801.56018, best error:      1758.06995 on epoch:    53, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 30.9151878357s, input_fired_time: 0.2310516536, output_fired_time: 0.1545041800, propagate_forward_time: 12.8999824524, propagate_backward_time: 16.1587066650, weight_update_time: 0.0634833500, other_time: 1.4709415436
epoch time: 2.7118861675s, input_fired_time: 0.0248665009, output_fired_time: 0.0000000000, propagate_forward_time: 2.4396891594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2473304272
validation[          , genome  1807] predictions:    9495/  10000 (94.95%), best:    9504/10000 (95.04%), error:      1774.13416, best error:      1758.06995 on epoch:    53, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 29.7616157532s, input_fired_time: 0.2254451364, output_fired_time: 0.1493850648, propagate_forward_time: 12.4168968201, propagate_backward_time: 15.5526390076, weight_update_time: 0.0605614558, other_time: 1.4172496796
epoch time: 2.8303630352s, input_fired_time: 0.0257741362, output_fired_time: 0.0000000000, propagate_forward_time: 2.5469698906, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2576189041
validation[          , genome  1807] predictions:    9493/  10000 (94.93%), best:    9504/10000 (95.04%), error:      1763.48364, best error:      1758.06995 on epoch:    53, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 30.4674530029s, input_fired_time: 0.2280443758, output_fired_time: 0.1522423178, propagate_forward_time: 12.7391281128, propagate_backward_time: 15.9035816193, weight_update_time: 0.0618808158, other_time: 1.4444561005
epoch time: 3.6069645882s, input_fired_time: 0.0308557972, output_fired_time: 0.0000000000, propagate_forward_time: 3.2604162693, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3156924248
validation[          , genome  1807] predictions:    9475/  10000 (94.75%), best:    9504/10000 (95.04%), error:      1808.42480, best error:      1758.06995 on epoch:    53, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 35.1677627563s, input_fired_time: 0.2513041794, output_fired_time: 0.1733027101, propagate_forward_time: 14.7158641815, propagate_backward_time: 18.3608360291, weight_update_time: 0.0715384558, other_time: 1.6664562225
epoch time: 3.0655841827s, input_fired_time: 0.0277237482, output_fired_time: 0.0000000000, propagate_forward_time: 2.7598817348, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2779786587
validation[          , genome  1807] predictions:    9474/  10000 (94.74%), best:    9504/10000 (95.04%), error:      1817.24353, best error:      1758.06995 on epoch:    53, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 28.8802146912s, input_fired_time: 0.2230163515, output_fired_time: 0.1464069784, propagate_forward_time: 12.0602369308, propagate_backward_time: 15.0502662659, weight_update_time: 0.0593914725, other_time: 1.4002876282
epoch time: 2.5004773140s, input_fired_time: 0.0250999276, output_fired_time: 0.0000000000, propagate_forward_time: 2.2363533974, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2390239239
validation[          , genome  1807] predictions:    9489/  10000 (94.89%), best:    9504/10000 (95.04%), error:      1789.41541, best error:      1758.06995 on epoch:    53, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 29.8823432922s, input_fired_time: 0.2301971614, output_fired_time: 0.1511436403, propagate_forward_time: 12.4550457001, propagate_backward_time: 15.5831174850, weight_update_time: 0.0621553697, other_time: 1.4628381729
epoch time: 2.4065215588s, input_fired_time: 0.0235207826, output_fired_time: 0.0000000000, propagate_forward_time: 2.1594164371, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2235844135
validation[          , genome  1807] predictions:    9481/  10000 (94.81%), best:    9504/10000 (95.04%), error:      1813.11389, best error:      1758.06995 on epoch:    53, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 29.3267402649s, input_fired_time: 0.2254341096, output_fired_time: 0.1484636664, propagate_forward_time: 12.1767292023, propagate_backward_time: 15.3445100784, weight_update_time: 0.0609780438, other_time: 1.4316034317
epoch time: 3.1912002563s, input_fired_time: 0.0285337158, output_fired_time: 0.0000000000, propagate_forward_time: 2.8748784065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2877881527
validation[          , genome  1807] predictions:    9454/  10000 (94.54%), best:    9504/10000 (95.04%), error:      1910.37720, best error:      1758.06995 on epoch:    53, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 32.3259620667s, input_fired_time: 0.2394721359, output_fired_time: 0.1611489952, propagate_forward_time: 13.5200872421, propagate_backward_time: 16.8609962463, weight_update_time: 0.0661813170, other_time: 1.5442581177
epoch time: 2.7476320267s, input_fired_time: 0.0260991976, output_fired_time: 0.0000000000, propagate_forward_time: 2.4689555168, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2525773048
validation[          , genome  1807] predictions:    9445/  10000 (94.45%), best:    9504/10000 (95.04%), error:      1894.12170, best error:      1758.06995 on epoch:    53, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 34.0257682800s, input_fired_time: 0.2491651028, output_fired_time: 0.1671337485, propagate_forward_time: 14.2023839951, propagate_backward_time: 17.7528667450, weight_update_time: 0.0697414726, other_time: 1.6542186737
epoch time: 3.4560730457s, input_fired_time: 0.0331602879, output_fired_time: 0.0000000000, propagate_forward_time: 3.1122643948, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3106484413
validation[          , genome  1807] predictions:    9512/  10000 (95.12%), best:    9512/10000 (95.12%), error:      1751.88660, best error:      1751.88660 on epoch:    74, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 29.8415279388s, input_fired_time: 0.2314568758, output_fired_time: 0.1498657614, propagate_forward_time: 12.4165334702, propagate_backward_time: 15.5340719223, weight_update_time: 0.0617065281, other_time: 1.5095987320
epoch time: 2.5153143406s, input_fired_time: 0.0245597567, output_fired_time: 0.0000000000, propagate_forward_time: 2.2551631927, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2355914116
validation[          , genome  1807] predictions:    9504/  10000 (95.04%), best:    9504/10000 (95.04%), error:      1746.88501, best error:      1746.88501 on epoch:    75, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 31.9986553192s, input_fired_time: 0.2458370924, output_fired_time: 0.1617292762, propagate_forward_time: 13.3599576950, propagate_backward_time: 16.6585884094, weight_update_time: 0.0657924488, other_time: 1.5725440979
epoch time: 2.5105881691s, input_fired_time: 0.0242679603, output_fired_time: 0.0000000000, propagate_forward_time: 2.2499449253, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2363753319
validation[          , genome  1807] predictions:    9503/  10000 (95.03%), best:    9504/10000 (95.04%), error:      1777.37695, best error:      1746.88501 on epoch:    75, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 28.7160396576s, input_fired_time: 0.2288525999, output_fired_time: 0.1453755349, propagate_forward_time: 11.9523544312, propagate_backward_time: 14.9331054688, weight_update_time: 0.0594901703, other_time: 1.4563503265
epoch time: 2.5378546715s, input_fired_time: 0.0245079715, output_fired_time: 0.0000000000, propagate_forward_time: 2.2767326832, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2366139889
validation[          , genome  1807] predictions:    9469/  10000 (94.69%), best:    9504/10000 (95.04%), error:      1857.43909, best error:      1746.88501 on epoch:    75, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 28.6414833069s, input_fired_time: 0.2239665389, output_fired_time: 0.1446209550, propagate_forward_time: 11.9131145477, propagate_backward_time: 14.9224758148, weight_update_time: 0.0597517490, other_time: 1.4373054504
epoch time: 2.4219007492s, input_fired_time: 0.0293185133, output_fired_time: 0.0000000000, propagate_forward_time: 2.1619403362, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2306418419
validation[          , genome  1807] predictions:    9494/  10000 (94.94%), best:    9494/10000 (94.94%), error:      1733.45581, best error:      1733.45581 on epoch:    78, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 26.5267868042s, input_fired_time: 0.2153160423, output_fired_time: 0.1364465058, propagate_forward_time: 10.9770097733, propagate_backward_time: 13.8409805298, weight_update_time: 0.0561777279, other_time: 1.3570337296
epoch time: 2.4927642345s, input_fired_time: 0.0242084879, output_fired_time: 0.0000000000, propagate_forward_time: 2.2314341068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2371215820
validation[          , genome  1807] predictions:    9456/  10000 (94.56%), best:    9494/10000 (94.94%), error:      1852.69580, best error:      1733.45581 on epoch:    78, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 28.1847000122s, input_fired_time: 0.2232058197, output_fired_time: 0.1435249299, propagate_forward_time: 11.6981172562, propagate_backward_time: 14.7066640854, weight_update_time: 0.0586050935, other_time: 1.4131898880
epoch time: 2.3738644123s, input_fired_time: 0.0234029200, output_fired_time: 0.0000000000, propagate_forward_time: 2.1161780357, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2342834473
validation[          , genome  1807] predictions:    9478/  10000 (94.78%), best:    9494/10000 (94.94%), error:      1786.10217, best error:      1733.45581 on epoch:    78, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 27.9998703003s, input_fired_time: 0.2221009284, output_fired_time: 0.1424143612, propagate_forward_time: 11.6396646500, propagate_backward_time: 14.5663537979, weight_update_time: 0.0583859272, other_time: 1.4293365479
epoch time: 2.4991736412s, input_fired_time: 0.0246324707, output_fired_time: 0.0000000000, propagate_forward_time: 2.2367110252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2378301620
validation[          , genome  1807] predictions:    9489/  10000 (94.89%), best:    9494/10000 (94.94%), error:      1797.32910, best error:      1733.45581 on epoch:    78, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 29.6701202393s, input_fired_time: 0.2304083407, output_fired_time: 0.1490293741, propagate_forward_time: 12.3277711868, propagate_backward_time: 15.4584245682, weight_update_time: 0.0618283525, other_time: 1.5044889450
epoch time: 2.8726353645s, input_fired_time: 0.0282117128, output_fired_time: 0.0000000000, propagate_forward_time: 2.5711674690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2732563019
validation[          , genome  1807] predictions:    9467/  10000 (94.67%), best:    9494/10000 (94.94%), error:      1883.76160, best error:      1733.45581 on epoch:    78, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 28.4254894257s, input_fired_time: 0.2251768708, output_fired_time: 0.1440135539, propagate_forward_time: 11.7808246613, propagate_backward_time: 14.8574371338, weight_update_time: 0.0595928580, other_time: 1.4180355072
epoch time: 2.5370748043s, input_fired_time: 0.0251837596, output_fired_time: 0.0000000000, propagate_forward_time: 2.2736759186, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2382152081
validation[          , genome  1807] predictions:    9488/  10000 (94.88%), best:    9494/10000 (94.94%), error:      1826.03210, best error:      1733.45581 on epoch:    78, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 26.4723434448s, input_fired_time: 0.2149457633, output_fired_time: 0.1355080307, propagate_forward_time: 10.9489755630, propagate_backward_time: 13.8509140015, weight_update_time: 0.0554383807, other_time: 1.3220014572
epoch time: 2.5045657158s, input_fired_time: 0.0254219584, output_fired_time: 0.0000000000, propagate_forward_time: 2.2416088581, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2375349998
validation[          , genome  1807] predictions:    9495/  10000 (94.95%), best:    9494/10000 (94.94%), error:      1761.71118, best error:      1733.45581 on epoch:    78, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 28.9575443268s, input_fired_time: 0.2263628393, output_fired_time: 0.1457745731, propagate_forward_time: 12.0540018082, propagate_backward_time: 15.1075286865, weight_update_time: 0.0605357476, other_time: 1.4238777161
epoch time: 3.6096036434s, input_fired_time: 0.0325570777, output_fired_time: 0.0000000000, propagate_forward_time: 3.2549972534, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3220493793
validation[          , genome  1807] predictions:    9460/  10000 (94.60%), best:    9494/10000 (94.94%), error:      1905.06812, best error:      1733.45581 on epoch:    78, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 28.0288448334s, input_fired_time: 0.2233991474, output_fired_time: 0.1435505450, propagate_forward_time: 11.6402063370, propagate_backward_time: 14.6333618164, weight_update_time: 0.0586187504, other_time: 1.3883285522
epoch time: 2.4560768604s, input_fired_time: 0.0239602793, output_fired_time: 0.0000000000, propagate_forward_time: 2.2051055431, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2270109653
validation[          , genome  1807] predictions:    9430/  10000 (94.30%), best:    9494/10000 (94.94%), error:      1977.33069, best error:      1733.45581 on epoch:    78, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 26.8169097900s, input_fired_time: 0.2171121538, output_fired_time: 0.1386337876, propagate_forward_time: 11.1062374115, propagate_backward_time: 14.0233659744, weight_update_time: 0.0562344268, other_time: 1.3315610886
epoch time: 2.4797244072s, input_fired_time: 0.0245483276, output_fired_time: 0.0000000000, propagate_forward_time: 2.2213306427, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2338454723
validation[          , genome  1807] predictions:    9499/  10000 (94.99%), best:    9494/10000 (94.94%), error:      1746.16089, best error:      1733.45581 on epoch:    78, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 31.8684921265s, input_fired_time: 0.2405503094, output_fired_time: 0.1586714834, propagate_forward_time: 13.3307361603, propagate_backward_time: 16.5975093842, weight_update_time: 0.0655966327, other_time: 1.5410232544
epoch time: 2.9815440178s, input_fired_time: 0.0281589776, output_fired_time: 0.0000000000, propagate_forward_time: 2.6765649319, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2768201828
validation[          , genome  1807] predictions:    9491/  10000 (94.91%), best:    9494/10000 (94.94%), error:      1809.73401, best error:      1733.45581 on epoch:    78, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 28.2296772003s, input_fired_time: 0.2224222869, output_fired_time: 0.1431871355, propagate_forward_time: 11.7213525772, propagate_backward_time: 14.7552537918, weight_update_time: 0.0590048507, other_time: 1.3874616623
epoch time: 2.5560467243s, input_fired_time: 0.0244313385, output_fired_time: 0.0000000000, propagate_forward_time: 2.2972559929, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2343595028
validation[          , genome  1807] predictions:    9500/  10000 (95.00%), best:    9494/10000 (94.94%), error:      1749.78418, best error:      1733.45581 on epoch:    78, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 26.6514434814s, input_fired_time: 0.2163439989, output_fired_time: 0.1370996386, propagate_forward_time: 11.0568304062, propagate_backward_time: 13.9222126007, weight_update_time: 0.0558615997, other_time: 1.3189554214
epoch time: 2.8426637650s, input_fired_time: 0.0266661346, output_fired_time: 0.0000000000, propagate_forward_time: 2.5580708981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2579267025
validation[          , genome  1807] predictions:    9502/  10000 (95.02%), best:    9494/10000 (94.94%), error:      1767.55005, best error:      1733.45581 on epoch:    78, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 26.7792816162s, input_fired_time: 0.2180376053, output_fired_time: 0.1377467960, propagate_forward_time: 11.0735025406, propagate_backward_time: 14.0260534286, weight_update_time: 0.0562541001, other_time: 1.3239421844
epoch time: 2.5101079941s, input_fired_time: 0.0244748611, output_fired_time: 0.0000000000, propagate_forward_time: 2.2524569035, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2331762314
validation[          , genome  1807] predictions:    9482/  10000 (94.82%), best:    9494/10000 (94.94%), error:      1809.80042, best error:      1733.45581 on epoch:    78, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 27.0091094971s, input_fired_time: 0.2184152305, output_fired_time: 0.1388785839, propagate_forward_time: 11.1472520828, propagate_backward_time: 14.1711530685, weight_update_time: 0.0558657981, other_time: 1.3334121704
epoch time: 2.5215437412s, input_fired_time: 0.0245795306, output_fired_time: 0.0000000000, propagate_forward_time: 2.2647464275, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2322177887
validation[          , genome  1807] predictions:    9452/  10000 (94.52%), best:    9494/10000 (94.94%), error:      1902.28674, best error:      1733.45581 on epoch:    78, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 29.3721885681s, input_fired_time: 0.2273987979, output_fired_time: 0.1495591402, propagate_forward_time: 12.2274312973, propagate_backward_time: 15.3536119461, weight_update_time: 0.0598680079, other_time: 1.4141874313
epoch time: 3.6159167290s, input_fired_time: 0.0370831713, output_fired_time: 0.0000000000, propagate_forward_time: 3.2614076138, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3174259663
validation[          , genome  1807] predictions:    9502/  10000 (95.02%), best:    9494/10000 (94.94%), error:      1738.31506, best error:      1733.45581 on epoch:    78, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 29.8047199249s, input_fired_time: 0.2276681066, output_fired_time: 0.1548951268, propagate_forward_time: 12.4143991470, propagate_backward_time: 15.6046628952, weight_update_time: 0.0602919310, other_time: 1.4030923843
epoch time: 2.7503168583s, input_fired_time: 0.0256313812, output_fired_time: 0.0000000000, propagate_forward_time: 2.4745562077, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2501292229
validation[          , genome  1807] predictions:    9506/  10000 (95.06%), best:    9494/10000 (94.94%), error:      1752.78088, best error:      1733.45581 on epoch:    78, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 29.5038738251s, input_fired_time: 0.2266578078, output_fired_time: 0.1488485336, propagate_forward_time: 12.2496099472, propagate_backward_time: 15.4819602966, weight_update_time: 0.0597687401, other_time: 1.3967971802
epoch time: 2.8670251369s, input_fired_time: 0.0265764818, output_fired_time: 0.0000000000, propagate_forward_time: 2.5801227093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2603259087
validation[          , genome  1807] predictions:    9443/  10000 (94.43%), best:    9494/10000 (94.94%), error:      1954.58728, best error:      1733.45581 on epoch:    78, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 29.8832187653s, input_fired_time: 0.2308039665, output_fired_time: 0.1510126293, propagate_forward_time: 12.4627323151, propagate_backward_time: 15.6160774231, weight_update_time: 0.0602297373, other_time: 1.4225921631
epoch time: 2.4786522388s, input_fired_time: 0.0244559105, output_fired_time: 0.0000000000, propagate_forward_time: 2.2223200798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2318761349
validation[          , genome  1807] predictions:    9504/  10000 (95.04%), best:    9504/10000 (95.04%), error:      1729.31421, best error:      1729.31421 on epoch:    96, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 29.2160415649s, input_fired_time: 0.2279888988, output_fired_time: 0.1478259861, propagate_forward_time: 12.1833257675, propagate_backward_time: 15.2510080338, weight_update_time: 0.0596957654, other_time: 1.4058942795
epoch time: 2.6969821453s, input_fired_time: 0.0257930923, output_fired_time: 0.0000000000, propagate_forward_time: 2.4230077267, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2481813431
validation[          , genome  1807] predictions:    9500/  10000 (95.00%), best:    9504/10000 (95.04%), error:      1751.12122, best error:      1729.31421 on epoch:    96, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 33.4686431885s, input_fired_time: 0.2458804250, output_fired_time: 0.1655138284, propagate_forward_time: 14.0011806488, propagate_backward_time: 17.4868984222, weight_update_time: 0.0675412714, other_time: 1.5691719055
epoch time: 2.4557533264s, input_fired_time: 0.0244307145, output_fired_time: 0.0000000000, propagate_forward_time: 2.2029891014, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2283334732
validation[          , genome  1807] predictions:    9494/  10000 (94.94%), best:    9504/10000 (95.04%), error:      1744.11621, best error:      1729.31421 on epoch:    96, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 29.7289848328s, input_fired_time: 0.2286457568, output_fired_time: 0.1500806808, propagate_forward_time: 12.3518285751, propagate_backward_time: 15.6000442505, weight_update_time: 0.0601707846, other_time: 1.3983840942
epoch time: 3.5935261250s, input_fired_time: 0.0318258666, output_fired_time: 0.0000000000, propagate_forward_time: 3.2461493015, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3155510426
validation[          , genome  1807] predictions:    9500/  10000 (95.00%), best:    9504/10000 (95.04%), error:      1746.66077, best error:      1729.31421 on epoch:    96, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 35.9148445129s, input_fired_time: 0.2587071955, output_fired_time: 0.1762348115, propagate_forward_time: 15.1101665497, propagate_backward_time: 18.6965007782, weight_update_time: 0.0720763505, other_time: 1.6732330322
epoch time: 3.1321051121s, input_fired_time: 0.0291164443, output_fired_time: 0.0000000000, propagate_forward_time: 2.8204150200, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2825737000
validation[          , genome  1807] predictions:    9489/  10000 (94.89%), best:    9504/10000 (95.04%), error:      1746.39758, best error:      1729.31421 on epoch:    96, 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: 14.9779539108s, input_fired_time: 0.1402838081, output_fired_time: 0.0000000000, propagate_forward_time: 13.4333772659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.4042930603
best training[          , genome  1807] predictions:   48304/  50000 (96.61%), best:    9504/10000 (95.04%), error:      6292.37158, best error:      1729.31421 on epoch:    96, 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: 2.6113836765s, input_fired_time: 0.0248818398, output_fired_time: 0.0000000000, propagate_forward_time: 2.3429074287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2435944080
   testing[          , genome  1807] predictions:    9594/  10000 (95.94%), best:    9504/10000 (95.04%), error:      1496.29590, best error:      1729.31421 on epoch:    96, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:09:35 (43731): called boinc_finish(0)

</stderr_txt>
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