Nameexact_genome_1512568488_44_1278_1
Workunit2577686
Created6 Dec 2017, 18:48:53 UTC
Sent6 Dec 2017, 18:54:39 UTC
Report deadline8 Dec 2017, 21:31:19 UTC
Received7 Dec 2017, 23:51:12 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID65413
Run time57 min 9 sec
CPU time57 min 9 sec
Validate stateValid
Credit527.20
Device peak FLOPS3.74 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size147.50 MB
Peak swap size150.19 MB
Peak disk usage0.86 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: 34.1629142761s, input_fired_time: 0.2497495860, output_fired_time: 0.1813056916, propagate_forward_time: 13.6038303375, propagate_backward_time: 18.4422454834, weight_update_time: 0.0692368075, other_time: 1.6857852936
epoch time: 2.2520437241s, input_fired_time: 0.0218968317, output_fired_time: 0.0000000000, propagate_forward_time: 2.0012671947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2288796902
validation[          , genome  1278] predictions:    9111/  10000 (91.11%), best:    9111/10000 (91.11%), error:      3026.66260, best error:      3026.66260 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 35.0516738892s, input_fired_time: 0.2550984919, output_fired_time: 0.1847929507, propagate_forward_time: 13.9737501144, propagate_backward_time: 18.9092235565, weight_update_time: 0.0710286200, other_time: 1.7288074493
epoch time: 3.2781062126s, input_fired_time: 0.0296277050, output_fired_time: 0.0000000000, propagate_forward_time: 2.9291498661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3193285465
validation[          , genome  1278] predictions:    9043/  10000 (90.43%), best:    9111/10000 (91.11%), error:      3193.50757, best error:      3026.66260 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 36.5968399048s, input_fired_time: 0.2622473240, output_fired_time: 0.1915884465, propagate_forward_time: 14.6139068604, propagate_backward_time: 19.7335987091, weight_update_time: 0.0739097074, other_time: 1.7954959869
epoch time: 3.2862346172s, input_fired_time: 0.0302104373, output_fired_time: 0.0000000000, propagate_forward_time: 2.9346678257, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3213562965
validation[          , genome  1278] predictions:    9092/  10000 (90.92%), best:    9092/10000 (90.92%), error:      3025.30762, best error:      3025.30762 on epoch:    16, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 35.4503479004s, input_fired_time: 0.2558138072, output_fired_time: 0.1867190748, propagate_forward_time: 14.1459350586, propagate_backward_time: 19.1213130951, weight_update_time: 0.0716791824, other_time: 1.7405681610
epoch time: 3.2854659557s, input_fired_time: 0.0302316900, output_fired_time: 0.0000000000, propagate_forward_time: 2.9355287552, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3197054863
validation[          , genome  1278] predictions:    9106/  10000 (91.06%), best:    9106/10000 (91.06%), error:      2985.70483, best error:      2985.70483 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 33.0914993286s, input_fired_time: 0.2468271106, output_fired_time: 0.1762197763, propagate_forward_time: 13.1700801849, propagate_backward_time: 17.8611278534, weight_update_time: 0.0673352852, other_time: 1.6372451782
epoch time: 3.2899358273s, input_fired_time: 0.0302795377, output_fired_time: 0.0000000000, propagate_forward_time: 2.9408845901, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3187716007
validation[          , genome  1278] predictions:    9085/  10000 (90.85%), best:    9106/10000 (91.06%), error:      3009.53516, best error:      2985.70483 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 34.7369613647s, input_fired_time: 0.2547896206, output_fired_time: 0.1838471591, propagate_forward_time: 13.8482294083, propagate_backward_time: 18.7351570129, weight_update_time: 0.0703208521, other_time: 1.7149391174
epoch time: 2.4275007248s, input_fired_time: 0.0235679932, output_fired_time: 0.0000000000, propagate_forward_time: 2.1577761173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2461566925
validation[          , genome  1278] predictions:    9114/  10000 (91.14%), best:    9114/10000 (91.14%), error:      2975.54517, best error:      2975.54517 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 29.4272613525s, input_fired_time: 0.2285685092, output_fired_time: 0.1587975621, propagate_forward_time: 11.6479654312, propagate_backward_time: 15.9138984680, weight_update_time: 0.0601268038, other_time: 1.4780311584
epoch time: 3.2983808517s, input_fired_time: 0.0303945355, output_fired_time: 0.0000000000, propagate_forward_time: 2.9467647076, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3212215900
validation[          , genome  1278] predictions:    9082/  10000 (90.82%), best:    9114/10000 (91.14%), error:      2983.93506, best error:      2975.54517 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 33.5772666931s, input_fired_time: 0.2480916530, output_fired_time: 0.1784576178, propagate_forward_time: 13.3602876663, propagate_backward_time: 18.1237068176, weight_update_time: 0.0685007945, other_time: 1.6667213440
epoch time: 3.2968423367s, input_fired_time: 0.0306710731, output_fired_time: 0.0000000000, propagate_forward_time: 2.9453883171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3207828999
validation[          , genome  1278] predictions:    9101/  10000 (91.01%), best:    9114/10000 (91.14%), error:      3014.94580, best error:      2975.54517 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 31.5683212280s, input_fired_time: 0.2396168858, output_fired_time: 0.1689954996, propagate_forward_time: 12.5267391205, propagate_backward_time: 17.0612239838, weight_update_time: 0.0642611831, other_time: 1.5717468262
epoch time: 3.2071511745s, input_fired_time: 0.0301084835, output_fired_time: 0.0000000000, propagate_forward_time: 2.8625218868, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3145208359
validation[          , genome  1278] predictions:    9116/  10000 (91.16%), best:    9116/10000 (91.16%), error:      2950.56055, best error:      2950.56055 on epoch:    22, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 31.2108268738s, input_fired_time: 0.2371844053, output_fired_time: 0.1675623655, propagate_forward_time: 12.4071235657, propagate_backward_time: 16.8374271393, weight_update_time: 0.0636322945, other_time: 1.5615291595
epoch time: 2.3095648289s, input_fired_time: 0.0225384403, output_fired_time: 0.0000000000, propagate_forward_time: 2.0528364182, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2341899872
validation[          , genome  1278] predictions:    9120/  10000 (91.20%), best:    9116/10000 (91.16%), error:      2957.76416, best error:      2950.56055 on epoch:    22, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 31.5421333313s, input_fired_time: 0.2395492494, output_fired_time: 0.1687767953, propagate_forward_time: 12.5468978882, propagate_backward_time: 17.0174274445, weight_update_time: 0.0640902221, other_time: 1.5694808960
epoch time: 3.2900764942s, input_fired_time: 0.0298750643, output_fired_time: 0.0000000000, propagate_forward_time: 2.9392490387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3209524155
validation[          , genome  1278] predictions:    9112/  10000 (91.12%), best:    9116/10000 (91.16%), error:      2969.61230, best error:      2950.56055 on epoch:    22, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 35.5045852661s, input_fired_time: 0.2574905753, output_fired_time: 0.1869598925, propagate_forward_time: 14.1774406433, propagate_backward_time: 19.1353702545, weight_update_time: 0.0720309168, other_time: 1.7473239899
epoch time: 3.2554817200s, input_fired_time: 0.0304070991, output_fired_time: 0.0000000000, propagate_forward_time: 2.9054868221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3195877075
validation[          , genome  1278] predictions:    9108/  10000 (91.08%), best:    9116/10000 (91.16%), error:      2974.29370, best error:      2950.56055 on epoch:    22, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 26.3919200897s, input_fired_time: 0.2145449072, output_fired_time: 0.1462719738, propagate_forward_time: 10.3895215988, propagate_backward_time: 14.2933120728, weight_update_time: 0.0541631505, other_time: 1.3482694626
epoch time: 3.2816033363s, input_fired_time: 0.0309876539, output_fired_time: 0.0000000000, propagate_forward_time: 2.9275984764, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3230171204
validation[          , genome  1278] predictions:    9107/  10000 (91.07%), best:    9116/10000 (91.16%), error:      3000.94458, best error:      2950.56055 on epoch:    22, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 31.5386543274s, input_fired_time: 0.2383594066, output_fired_time: 0.1697005928, propagate_forward_time: 12.5316896439, propagate_backward_time: 17.0316276550, weight_update_time: 0.0638564751, other_time: 1.5672760010
epoch time: 2.4811022282s, input_fired_time: 0.0243091956, output_fired_time: 0.0000000000, propagate_forward_time: 2.2084076405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2483854294
validation[          , genome  1278] predictions:    9108/  10000 (91.08%), best:    9116/10000 (91.16%), error:      2962.07056, best error:      2950.56055 on epoch:    22, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 28.3620166779s, input_fired_time: 0.2252349406, output_fired_time: 0.1555428505, propagate_forward_time: 11.2620124817, propagate_backward_time: 15.2841491699, weight_update_time: 0.0579184815, other_time: 1.4350776672
epoch time: 2.4400703907s, input_fired_time: 0.0238630380, output_fired_time: 0.0000000000, propagate_forward_time: 2.1687970161, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2474102974
validation[          , genome  1278] predictions:    9102/  10000 (91.02%), best:    9102/10000 (91.02%), error:      2944.56006, best error:      2944.56006 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 27.4702510834s, input_fired_time: 0.2206845731, output_fired_time: 0.1507984400, propagate_forward_time: 10.8764324188, propagate_backward_time: 14.8375358582, weight_update_time: 0.0558306575, other_time: 1.3847999573
epoch time: 2.4157943726s, input_fired_time: 0.0233646706, output_fired_time: 0.0000000000, propagate_forward_time: 2.1489632130, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2434663773
validation[          , genome  1278] predictions:    9122/  10000 (91.22%), best:    9102/10000 (91.02%), error:      2955.86621, best error:      2944.56006 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 28.2719783783s, input_fired_time: 0.2243255824, output_fired_time: 0.1546858847, propagate_forward_time: 11.1553497314, propagate_backward_time: 15.3086862564, weight_update_time: 0.0578611530, other_time: 1.4289312363
epoch time: 3.2833931446s, input_fired_time: 0.0296815820, output_fired_time: 0.0000000000, propagate_forward_time: 2.9358816147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3178298473
validation[          , genome  1278] predictions:    9125/  10000 (91.25%), best:    9125/10000 (91.25%), error:      2941.78687, best error:      2941.78687 on epoch:    30, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 28.6981811523s, input_fired_time: 0.2254927754, output_fired_time: 0.1580054611, propagate_forward_time: 11.3376874924, propagate_backward_time: 15.5181846619, weight_update_time: 0.0588878281, other_time: 1.4588127136
epoch time: 2.2198188305s, input_fired_time: 0.0214801058, output_fired_time: 0.0000000000, propagate_forward_time: 1.9700171947, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2283215523
validation[          , genome  1278] predictions:    9116/  10000 (91.16%), best:    9116/10000 (91.16%), error:      2927.97803, best error:      2927.97803 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 29.2027778625s, input_fired_time: 0.2272382230, output_fired_time: 0.1587667763, propagate_forward_time: 11.5836067200, propagate_backward_time: 15.7621202469, weight_update_time: 0.0596722923, other_time: 1.4710454941
epoch time: 3.2870318890s, input_fired_time: 0.0304305572, output_fired_time: 0.0000000000, propagate_forward_time: 2.9378333092, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3187680244
validation[          , genome  1278] predictions:    9101/  10000 (91.01%), best:    9116/10000 (91.16%), error:      2930.94604, best error:      2927.97803 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 29.6330909729s, input_fired_time: 0.2331734002, output_fired_time: 0.1613844633, propagate_forward_time: 11.7490062714, propagate_backward_time: 15.9971084595, weight_update_time: 0.0612037182, other_time: 1.4924182892
epoch time: 2.2705678940s, input_fired_time: 0.0220750514, output_fired_time: 0.0000000000, propagate_forward_time: 2.0204250813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2280678749
validation[          , genome  1278] predictions:    9150/  10000 (91.50%), best:    9150/10000 (91.50%), error:      2913.98242, best error:      2913.98242 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 33.3893966675s, input_fired_time: 0.2481569797, output_fired_time: 0.1783488095, propagate_forward_time: 13.2593107224, propagate_backward_time: 18.0345611572, weight_update_time: 0.0677352771, other_time: 1.6690177917
epoch time: 2.5330100060s, input_fired_time: 0.0243159123, output_fired_time: 0.0000000000, propagate_forward_time: 2.2538619041, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2548322678
validation[          , genome  1278] predictions:    9128/  10000 (91.28%), best:    9128/10000 (91.28%), error:      2886.68066, best error:      2886.68066 on epoch:    34, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 36.3481483459s, input_fired_time: 0.2631324828, output_fired_time: 0.1905862689, propagate_forward_time: 14.5072078705, propagate_backward_time: 19.5907573700, weight_update_time: 0.0737269372, other_time: 1.7964630127
epoch time: 2.6829926968s, input_fired_time: 0.0264989771, output_fired_time: 0.0000000000, propagate_forward_time: 2.3895037174, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2669899464
validation[          , genome  1278] predictions:    9138/  10000 (91.38%), best:    9138/10000 (91.38%), error:      2877.90479, best error:      2877.90479 on epoch:    35, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 28.6153488159s, input_fired_time: 0.2272845805, output_fired_time: 0.1547520757, propagate_forward_time: 11.2611236572, propagate_backward_time: 15.5087890625, weight_update_time: 0.0593560077, other_time: 1.4633979797
epoch time: 2.4959414005s, input_fired_time: 0.0247778222, output_fired_time: 0.0000000000, propagate_forward_time: 2.2193737030, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2517898083
validation[          , genome  1278] predictions:    9139/  10000 (91.39%), best:    9139/10000 (91.39%), error:      2858.89087, best error:      2858.89087 on epoch:    36, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 30.5162639618s, input_fired_time: 0.2376940399, output_fired_time: 0.1634249687, propagate_forward_time: 12.1155509949, propagate_backward_time: 16.4382629395, weight_update_time: 0.0624467395, other_time: 1.5613307953
epoch time: 3.3029975891s, input_fired_time: 0.0311587919, output_fired_time: 0.0000000000, propagate_forward_time: 2.9404561520, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3313827515
validation[          , genome  1278] predictions:    9146/  10000 (91.46%), best:    9139/10000 (91.39%), error:      2877.79639, best error:      2858.89087 on epoch:    36, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 30.6068191528s, input_fired_time: 0.2370386869, output_fired_time: 0.1645147651, propagate_forward_time: 12.1227884293, propagate_backward_time: 16.5128746033, weight_update_time: 0.0628606379, other_time: 1.5696029663
epoch time: 2.8408665657s, input_fired_time: 0.0275677815, output_fired_time: 0.0000000000, propagate_forward_time: 2.5300500393, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2832486629
validation[          , genome  1278] predictions:    9150/  10000 (91.50%), best:    9139/10000 (91.39%), error:      2890.64551, best error:      2858.89087 on epoch:    36, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 33.5587615967s, input_fired_time: 0.2515530288, output_fired_time: 0.1776205301, propagate_forward_time: 13.3042993546, propagate_backward_time: 18.1162147522, weight_update_time: 0.0685475245, other_time: 1.7090759277
epoch time: 2.3987874985s, input_fired_time: 0.0267591830, output_fired_time: 0.0000000000, propagate_forward_time: 2.1250853539, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2469429970
validation[          , genome  1278] predictions:    9108/  10000 (91.08%), best:    9139/10000 (91.39%), error:      2901.20972, best error:      2858.89087 on epoch:    36, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 32.4404792786s, input_fired_time: 0.2463104427, output_fired_time: 0.1733199060, propagate_forward_time: 12.8809080124, propagate_backward_time: 17.5100688934, weight_update_time: 0.0657582358, other_time: 1.6298694611
epoch time: 2.5200033188s, input_fired_time: 0.0247486662, output_fired_time: 0.0000000000, propagate_forward_time: 2.2372257710, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2580289841
validation[          , genome  1278] predictions:    9147/  10000 (91.47%), best:    9139/10000 (91.39%), error:      2887.37329, best error:      2858.89087 on epoch:    36, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 28.4131393433s, input_fired_time: 0.2259705663, output_fired_time: 0.1553724408, propagate_forward_time: 11.2145137787, propagate_backward_time: 15.3615751266, weight_update_time: 0.0578904152, other_time: 1.4557065964
epoch time: 2.5872685909s, input_fired_time: 0.0253162142, output_fired_time: 0.0000000000, propagate_forward_time: 2.3001046181, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2618477345
validation[          , genome  1278] predictions:    9118/  10000 (91.18%), best:    9139/10000 (91.39%), error:      2864.08740, best error:      2858.89087 on epoch:    36, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 28.0121250153s, input_fired_time: 0.2248869836, output_fired_time: 0.1529596448, propagate_forward_time: 11.0847663879, propagate_backward_time: 15.1090984344, weight_update_time: 0.0574400462, other_time: 1.4404125214
epoch time: 2.5112957954s, input_fired_time: 0.0248322245, output_fired_time: 0.0000000000, propagate_forward_time: 2.2336831093, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2527804375
validation[          , genome  1278] predictions:    9128/  10000 (91.28%), best:    9139/10000 (91.39%), error:      2895.89941, best error:      2858.89087 on epoch:    36, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 28.1084270477s, input_fired_time: 0.2257628441, output_fired_time: 0.1523574144, propagate_forward_time: 11.1169404984, propagate_backward_time: 15.1612758636, weight_update_time: 0.0579776503, other_time: 1.4520893097
epoch time: 2.5562674999s, input_fired_time: 0.0250129811, output_fired_time: 0.0000000000, propagate_forward_time: 2.2723469734, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2589075565
validation[          , genome  1278] predictions:    9128/  10000 (91.28%), best:    9139/10000 (91.39%), error:      2882.43115, best error:      2858.89087 on epoch:    36, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 28.1389675140s, input_fired_time: 0.2250388116, output_fired_time: 0.1532474756, propagate_forward_time: 11.1419439316, propagate_backward_time: 15.1713027954, weight_update_time: 0.0578604899, other_time: 1.4474334717
epoch time: 2.5598607063s, input_fired_time: 0.0244903229, output_fired_time: 0.0000000000, propagate_forward_time: 2.2779703140, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2574000359
validation[          , genome  1278] predictions:    9124/  10000 (91.24%), best:    9139/10000 (91.39%), error:      2903.45410, best error:      2858.89087 on epoch:    36, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 28.3365440369s, input_fired_time: 0.2275795043, output_fired_time: 0.1548953354, propagate_forward_time: 11.2030973434, propagate_backward_time: 15.2974891663, weight_update_time: 0.0581531040, other_time: 1.4534835815
epoch time: 2.5083081722s, input_fired_time: 0.0250155013, output_fired_time: 0.0000000000, propagate_forward_time: 2.2203357220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2629568577
validation[          , genome  1278] predictions:    9144/  10000 (91.44%), best:    9139/10000 (91.39%), error:      2867.28491, best error:      2858.89087 on epoch:    36, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 34.8470573425s, input_fired_time: 0.2588606477, output_fired_time: 0.1837938130, propagate_forward_time: 13.8898801804, propagate_backward_time: 18.7907848358, weight_update_time: 0.0709829107, other_time: 1.7237377167
epoch time: 3.2812759876s, input_fired_time: 0.0311869513, output_fired_time: 0.0000000000, propagate_forward_time: 2.9303355217, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3197534084
validation[          , genome  1278] predictions:    9138/  10000 (91.38%), best:    9139/10000 (91.39%), error:      2885.39282, best error:      2858.89087 on epoch:    36, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 29.9669342041s, input_fired_time: 0.2334941775, output_fired_time: 0.1630064547, propagate_forward_time: 11.8673362732, propagate_backward_time: 16.2042179108, weight_update_time: 0.0611312948, other_time: 1.4988803864
epoch time: 2.3344738483s, input_fired_time: 0.0245604254, output_fired_time: 0.0000000000, propagate_forward_time: 2.0676510334, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2422623634
validation[          , genome  1278] predictions:    9138/  10000 (91.38%), best:    9138/10000 (91.38%), error:      2840.04468, best error:      2840.04468 on epoch:    47, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 31.0285568237s, input_fired_time: 0.2403432280, output_fired_time: 0.1668059230, propagate_forward_time: 12.2509555817, propagate_backward_time: 16.8086528778, weight_update_time: 0.0633660778, other_time: 1.5618000031
epoch time: 2.1301467419s, input_fired_time: 0.0231102724, output_fired_time: 0.0000000000, propagate_forward_time: 1.8803825378, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2266538143
validation[          , genome  1278] predictions:    9152/  10000 (91.52%), best:    9138/10000 (91.38%), error:      2862.93188, best error:      2840.04468 on epoch:    47, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 34.8520393372s, input_fired_time: 0.2587449253, output_fired_time: 0.1843217611, propagate_forward_time: 13.8887147903, propagate_backward_time: 18.7955760956, weight_update_time: 0.0708746165, other_time: 1.7246837616
epoch time: 2.5611660480s, input_fired_time: 0.0252420269, output_fired_time: 0.0000000000, propagate_forward_time: 2.2794771194, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2564468384
validation[          , genome  1278] predictions:    9146/  10000 (91.46%), best:    9138/10000 (91.38%), error:      2841.23560, best error:      2840.04468 on epoch:    47, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 28.2426395416s, input_fired_time: 0.2273014933, output_fired_time: 0.1538108289, propagate_forward_time: 11.1468067169, propagate_backward_time: 15.2858018875, weight_update_time: 0.0576525107, other_time: 1.4289197922
epoch time: 2.4942936897s, input_fired_time: 0.0249320827, output_fired_time: 0.0000000000, propagate_forward_time: 2.2165772915, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2527842522
validation[          , genome  1278] predictions:    9159/  10000 (91.59%), best:    9138/10000 (91.38%), error:      2842.14062, best error:      2840.04468 on epoch:    47, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 32.8445472717s, input_fired_time: 0.2491311729, output_fired_time: 0.1743351221, propagate_forward_time: 13.0928478241, propagate_backward_time: 17.7047805786, weight_update_time: 0.0666360706, other_time: 1.6234531403
epoch time: 3.2735636234s, input_fired_time: 0.0314800367, output_fired_time: 0.0000000000, propagate_forward_time: 2.9237999916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3182835579
validation[          , genome  1278] predictions:    9145/  10000 (91.45%), best:    9138/10000 (91.38%), error:      2855.71558, best error:      2840.04468 on epoch:    47, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 35.2220344543s, input_fired_time: 0.2607056201, output_fired_time: 0.1923587918, propagate_forward_time: 14.0567216873, propagate_backward_time: 18.9851970673, weight_update_time: 0.0712096095, other_time: 1.7270526886
epoch time: 2.1919155121s, input_fired_time: 0.0222375859, output_fired_time: 0.0000000000, propagate_forward_time: 1.9464857578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2231922150
validation[          , genome  1278] predictions:    9142/  10000 (91.42%), best:    9142/10000 (91.42%), error:      2831.20093, best error:      2831.20093 on epoch:    52, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 32.2076721191s, input_fired_time: 0.2455815822, output_fired_time: 0.1718992889, propagate_forward_time: 12.8006095886, propagate_backward_time: 17.3813705444, weight_update_time: 0.0657651648, other_time: 1.6082115173
epoch time: 2.6894867420s, input_fired_time: 0.0272432677, output_fired_time: 0.0000000000, propagate_forward_time: 2.3900005817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2722427845
validation[          , genome  1278] predictions:    9130/  10000 (91.30%), best:    9142/10000 (91.42%), error:      2889.79785, best error:      2831.20093 on epoch:    52, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 25.8095703125s, input_fired_time: 0.2162316442, output_fired_time: 0.1437995136, propagate_forward_time: 10.1791219711, propagate_backward_time: 13.9484052658, weight_update_time: 0.0531613976, other_time: 1.3220119476
epoch time: 2.3205010891s, input_fired_time: 0.0240288544, output_fired_time: 0.0000000000, propagate_forward_time: 2.0598516464, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2366206646
validation[          , genome  1278] predictions:    9159/  10000 (91.59%), best:    9142/10000 (91.42%), error:      2834.46851, best error:      2831.20093 on epoch:    52, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 25.8545761108s, input_fired_time: 0.2176869512, output_fired_time: 0.1438187957, propagate_forward_time: 10.1884717941, propagate_backward_time: 13.9755535126, weight_update_time: 0.0531644784, other_time: 1.3290452957
epoch time: 2.3024344444s, input_fired_time: 0.0235171225, output_fired_time: 0.0000000000, propagate_forward_time: 2.0446522236, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2342650890
validation[          , genome  1278] predictions:    9144/  10000 (91.44%), best:    9142/10000 (91.42%), error:      2861.50537, best error:      2831.20093 on epoch:    52, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 25.8720893860s, input_fired_time: 0.2188089490, output_fired_time: 0.1437633038, propagate_forward_time: 10.1858863831, propagate_backward_time: 13.9827098846, weight_update_time: 0.0539481901, other_time: 1.3409214020
epoch time: 2.2891006470s, input_fired_time: 0.0236417092, output_fired_time: 0.0000000000, propagate_forward_time: 2.0295855999, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2358732224
validation[          , genome  1278] predictions:    9153/  10000 (91.53%), best:    9153/10000 (91.53%), error:      2829.86108, best error:      2829.86108 on epoch:    56, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 26.4402179718s, input_fired_time: 0.2200755328, output_fired_time: 0.1470854282, propagate_forward_time: 10.4648647308, propagate_backward_time: 14.2526016235, weight_update_time: 0.0544318743, other_time: 1.3555908203
epoch time: 2.2900052071s, input_fired_time: 0.0234217811, output_fired_time: 0.0000000000, propagate_forward_time: 2.0347466469, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2318367958
validation[          , genome  1278] predictions:    9129/  10000 (91.29%), best:    9153/10000 (91.53%), error:      2886.54883, best error:      2829.86108 on epoch:    56, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 28.9937114716s, input_fired_time: 0.2309957743, output_fired_time: 0.1566919088, propagate_forward_time: 11.5106058121, propagate_backward_time: 15.6373777390, weight_update_time: 0.0590735152, other_time: 1.4580392838
epoch time: 2.5120599270s, input_fired_time: 0.0248478167, output_fired_time: 0.0000000000, propagate_forward_time: 2.2334051132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2538070679
validation[          , genome  1278] predictions:    9141/  10000 (91.41%), best:    9141/10000 (91.41%), error:      2829.72949, best error:      2829.72949 on epoch:    58, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 27.6224632263s, input_fired_time: 0.2264340818, output_fired_time: 0.1519431323, propagate_forward_time: 10.8999519348, propagate_backward_time: 14.9566316605, weight_update_time: 0.0562249608, other_time: 1.3875017166
epoch time: 2.3994824886s, input_fired_time: 0.0249049123, output_fired_time: 0.0000000000, propagate_forward_time: 2.1317851543, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2427923679
validation[          , genome  1278] predictions:    9149/  10000 (91.49%), best:    9141/10000 (91.41%), error:      2848.35376, best error:      2829.72949 on epoch:    58, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 28.7014789581s, input_fired_time: 0.2309664041, output_fired_time: 0.1558152288, propagate_forward_time: 11.3750505447, propagate_backward_time: 15.4955120087, weight_update_time: 0.0586355180, other_time: 1.4441356659
epoch time: 3.2916464806s, input_fired_time: 0.0313486271, output_fired_time: 0.0000000000, propagate_forward_time: 2.9397499561, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3205478191
validation[          , genome  1278] predictions:    9130/  10000 (91.30%), best:    9141/10000 (91.41%), error:      2862.93628, best error:      2829.72949 on epoch:    58, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 36.0363235474s, input_fired_time: 0.2644010484, output_fired_time: 0.1898841262, propagate_forward_time: 14.3770523071, propagate_backward_time: 19.4349670410, weight_update_time: 0.0731554180, other_time: 1.7700195312
epoch time: 3.2876465321s, input_fired_time: 0.0309854317, output_fired_time: 0.0000000000, propagate_forward_time: 2.9371476173, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3195135593
validation[          , genome  1278] predictions:    9150/  10000 (91.50%), best:    9141/10000 (91.41%), error:      2858.92603, best error:      2829.72949 on epoch:    58, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 31.0819053650s, input_fired_time: 0.2413240671, output_fired_time: 0.1679599732, propagate_forward_time: 12.3151302338, propagate_backward_time: 16.8058567047, weight_update_time: 0.0632993206, other_time: 1.5516357422
epoch time: 3.2853207588s, input_fired_time: 0.0307349227, output_fired_time: 0.0000000000, propagate_forward_time: 2.9367873669, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3177983761
validation[          , genome  1278] predictions:    9173/  10000 (91.73%), best:    9141/10000 (91.41%), error:      2829.73657, best error:      2829.72949 on epoch:    58, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 36.7815208435s, input_fired_time: 0.2711450458, output_fired_time: 0.1915738285, propagate_forward_time: 14.6772584915, propagate_backward_time: 19.8466281891, weight_update_time: 0.0743634850, other_time: 1.7949161530
epoch time: 3.1749505997s, input_fired_time: 0.0309450068, output_fired_time: 0.0000000000, propagate_forward_time: 2.8334934711, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3105120659
validation[          , genome  1278] predictions:    9159/  10000 (91.59%), best:    9159/10000 (91.59%), error:      2823.74854, best error:      2823.74854 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 31.1121883392s, input_fired_time: 0.2440032810, output_fired_time: 0.1682292521, propagate_forward_time: 12.3408346176, propagate_backward_time: 16.7957248688, weight_update_time: 0.0638198704, other_time: 1.5633945465
epoch time: 3.2881684303s, input_fired_time: 0.0315424353, output_fired_time: 0.0000000000, propagate_forward_time: 2.9370150566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3196108341
validation[          , genome  1278] predictions:    9151/  10000 (91.51%), best:    9159/10000 (91.59%), error:      2847.61328, best error:      2823.74854 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 36.7696609497s, input_fired_time: 0.2720311284, output_fired_time: 0.1920081526, propagate_forward_time: 14.6833381653, propagate_backward_time: 19.8216037750, weight_update_time: 0.0746906251, other_time: 1.8006801605
epoch time: 3.2860488892s, input_fired_time: 0.0317485668, output_fired_time: 0.0000000000, propagate_forward_time: 2.9359011650, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3183991909
validation[          , genome  1278] predictions:    9154/  10000 (91.54%), best:    9154/10000 (91.54%), error:      2816.48486, best error:      2816.48486 on epoch:    65, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 36.5974960327s, input_fired_time: 0.2702459097, output_fired_time: 0.1918120086, propagate_forward_time: 14.6096296310, propagate_backward_time: 19.7359294891, weight_update_time: 0.0742341504, other_time: 1.7898807526
epoch time: 3.2836425304s, input_fired_time: 0.0307314228, output_fired_time: 0.0000000000, propagate_forward_time: 2.9367947578, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3161163330
validation[          , genome  1278] predictions:    9154/  10000 (91.54%), best:    9154/10000 (91.54%), error:      2817.94556, best error:      2816.48486 on epoch:    65, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 35.2183570862s, input_fired_time: 0.2638356686, output_fired_time: 0.1861687601, propagate_forward_time: 14.0282745361, propagate_backward_time: 19.0097236633, weight_update_time: 0.0711969659, other_time: 1.7303543091
epoch time: 2.4770839214s, input_fired_time: 0.0257012285, output_fired_time: 0.0000000000, propagate_forward_time: 2.1991238594, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2522587776
validation[          , genome  1278] predictions:    9157/  10000 (91.57%), best:    9157/10000 (91.57%), error:      2812.64111, best error:      2812.64111 on epoch:    67, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 27.7353248596s, input_fired_time: 0.2287412584, output_fired_time: 0.1510991007, propagate_forward_time: 10.9673013687, propagate_backward_time: 14.9867258072, weight_update_time: 0.0568665490, other_time: 1.4014577866
epoch time: 2.4611845016s, input_fired_time: 0.0251095966, output_fired_time: 0.0000000000, propagate_forward_time: 2.1901545525, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2459204197
validation[          , genome  1278] predictions:    9155/  10000 (91.55%), best:    9157/10000 (91.57%), error:      2815.97168, best error:      2812.64111 on epoch:    67, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 34.2360267639s, input_fired_time: 0.2570917308, output_fired_time: 0.1808246970, propagate_forward_time: 13.6648769379, propagate_backward_time: 18.4445476532, weight_update_time: 0.0693304390, other_time: 1.6886863708
epoch time: 2.3175725937s, input_fired_time: 0.0250558257, output_fired_time: 0.0000000000, propagate_forward_time: 2.0540201664, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2384965420
validation[          , genome  1278] predictions:    9172/  10000 (91.72%), best:    9157/10000 (91.57%), error:      2815.37695, best error:      2812.64111 on epoch:    67, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 25.9239120483s, input_fired_time: 0.2200807184, output_fired_time: 0.1426249444, propagate_forward_time: 10.2222528458, propagate_backward_time: 14.0048322678, weight_update_time: 0.0533748567, other_time: 1.3341197968
epoch time: 2.3737587929s, input_fired_time: 0.0250440948, output_fired_time: 0.0000000000, propagate_forward_time: 2.1071417332, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2415728569
validation[          , genome  1278] predictions:    9163/  10000 (91.63%), best:    9157/10000 (91.57%), error:      2822.02832, best error:      2812.64111 on epoch:    67, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 32.1659698486s, input_fired_time: 0.2498216629, output_fired_time: 0.1716691554, propagate_forward_time: 12.7867336273, propagate_backward_time: 17.3550128937, weight_update_time: 0.0653841794, other_time: 1.6027336121
epoch time: 3.2897667885s, input_fired_time: 0.0320898592, output_fired_time: 0.0000000000, propagate_forward_time: 2.9387438297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3189330101
validation[          , genome  1278] predictions:    9137/  10000 (91.37%), best:    9157/10000 (91.57%), error:      2836.11670, best error:      2812.64111 on epoch:    67, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 29.6332130432s, input_fired_time: 0.2393461168, output_fired_time: 0.1614729762, propagate_forward_time: 11.7417488098, propagate_backward_time: 16.0009193420, weight_update_time: 0.0603019036, other_time: 1.4897270203
epoch time: 2.2778291702s, input_fired_time: 0.0237131957, output_fired_time: 0.0000000000, propagate_forward_time: 2.0239033699, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2302126884
validation[          , genome  1278] predictions:    9155/  10000 (91.55%), best:    9157/10000 (91.57%), error:      2846.56763, best error:      2812.64111 on epoch:    67, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 31.3745937347s, input_fired_time: 0.2464146018, output_fired_time: 0.1680599153, propagate_forward_time: 12.4756555557, propagate_backward_time: 16.9165019989, weight_update_time: 0.0639878362, other_time: 1.5679607391
epoch time: 2.4679329395s, input_fired_time: 0.0255849026, output_fired_time: 0.0000000000, propagate_forward_time: 2.1898653507, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2524826527
validation[          , genome  1278] predictions:    9164/  10000 (91.64%), best:    9164/10000 (91.64%), error:      2811.06104, best error:      2811.06104 on epoch:    73, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 31.7313213348s, input_fired_time: 0.2477248460, output_fired_time: 0.1698689163, propagate_forward_time: 12.6032238007, propagate_backward_time: 17.1206951141, weight_update_time: 0.0644301027, other_time: 1.5898094177
epoch time: 3.2100689411s, input_fired_time: 0.0313402154, output_fired_time: 0.0000000000, propagate_forward_time: 2.8657901287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3129386902
validation[          , genome  1278] predictions:    9157/  10000 (91.57%), best:    9164/10000 (91.64%), error:      2822.95288, best error:      2811.06104 on epoch:    73, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 32.1392059326s, input_fired_time: 0.2495379895, output_fired_time: 0.1719776988, propagate_forward_time: 12.7607316971, propagate_backward_time: 17.3587417603, weight_update_time: 0.0654963776, other_time: 1.5982170105
epoch time: 2.4093811512s, input_fired_time: 0.0251168646, output_fired_time: 0.0000000000, propagate_forward_time: 2.1401503086, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2441139221
validation[          , genome  1278] predictions:    9147/  10000 (91.47%), best:    9164/10000 (91.64%), error:      2827.97778, best error:      2811.06104 on epoch:    73, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 28.2639808655s, input_fired_time: 0.2327834368, output_fired_time: 0.1533760428, propagate_forward_time: 11.1992893219, propagate_backward_time: 15.2497797012, weight_update_time: 0.0575575940, other_time: 1.4287519455
epoch time: 2.4398136139s, input_fired_time: 0.0259223301, output_fired_time: 0.0000000000, propagate_forward_time: 2.1665954590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2472958565
validation[          , genome  1278] predictions:    9148/  10000 (91.48%), best:    9164/10000 (91.64%), error:      2816.86157, best error:      2811.06104 on epoch:    73, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 28.4195041656s, input_fired_time: 0.2334412783, output_fired_time: 0.1542267203, propagate_forward_time: 11.2393884659, propagate_backward_time: 15.3519420624, weight_update_time: 0.0581060871, other_time: 1.4405078888
epoch time: 2.5238056183s, input_fired_time: 0.0258925054, output_fired_time: 0.0000000000, propagate_forward_time: 2.2326691151, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2652440071
validation[          , genome  1278] predictions:    9159/  10000 (91.59%), best:    9159/10000 (91.59%), error:      2807.30103, best error:      2807.30103 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 30.7901039124s, input_fired_time: 0.2454670370, output_fired_time: 0.1645124555, propagate_forward_time: 12.2079524994, propagate_backward_time: 16.5881786346, weight_update_time: 0.0627570301, other_time: 1.5839939117
epoch time: 2.5570676327s, input_fired_time: 0.0268212482, output_fired_time: 0.0000000000, propagate_forward_time: 2.2724816799, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2577648163
validation[          , genome  1278] predictions:    9155/  10000 (91.55%), best:    9159/10000 (91.59%), error:      2814.96069, best error:      2807.30103 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 31.8256092072s, input_fired_time: 0.2505636811, output_fired_time: 0.1699289978, propagate_forward_time: 12.6258783340, propagate_backward_time: 17.1743717194, weight_update_time: 0.0645012036, other_time: 1.6048641205
epoch time: 3.2792971134s, input_fired_time: 0.0319700055, output_fired_time: 0.0000000000, propagate_forward_time: 2.9219188690, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3254082203
validation[          , genome  1278] predictions:    9152/  10000 (91.52%), best:    9159/10000 (91.59%), error:      2822.46509, best error:      2807.30103 on epoch:    77, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 33.6859588623s, input_fired_time: 0.2606069744, output_fired_time: 0.1787090749, propagate_forward_time: 13.3714904785, propagate_backward_time: 18.1838912964, weight_update_time: 0.0683879480, other_time: 1.6912574768
epoch time: 2.4859602451s, input_fired_time: 0.0261880048, output_fired_time: 0.0000000000, propagate_forward_time: 2.2072210312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2525513172
validation[          , genome  1278] predictions:    9147/  10000 (91.47%), best:    9159/10000 (91.59%), error:      2833.88403, best error:      2807.30103 on epoch:    77, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 32.4353103638s, input_fired_time: 0.2531270385, output_fired_time: 0.1760860980, propagate_forward_time: 12.8470802307, propagate_backward_time: 17.4936618805, weight_update_time: 0.0662207007, other_time: 1.6653537750
epoch time: 2.5492682457s, input_fired_time: 0.0267328881, output_fired_time: 0.0000000000, propagate_forward_time: 2.2612786293, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2612566948
validation[          , genome  1278] predictions:    9160/  10000 (91.60%), best:    9159/10000 (91.59%), error:      2816.01270, best error:      2807.30103 on epoch:    77, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 28.1154747009s, input_fired_time: 0.2331272066, output_fired_time: 0.1536208093, propagate_forward_time: 11.1274127960, propagate_backward_time: 15.1486845016, weight_update_time: 0.0571903326, other_time: 1.4526281357
epoch time: 2.5180530548s, input_fired_time: 0.0262092929, output_fired_time: 0.0000000000, propagate_forward_time: 2.2370676994, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2547760010
validation[          , genome  1278] predictions:    9153/  10000 (91.53%), best:    9159/10000 (91.59%), error:      2818.71094, best error:      2807.30103 on epoch:    77, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 28.2045974731s, input_fired_time: 0.2316116840, output_fired_time: 0.1540756375, propagate_forward_time: 11.1201066971, propagate_backward_time: 15.2536182404, weight_update_time: 0.0572309233, other_time: 1.4451847076
epoch time: 2.4963858128s, input_fired_time: 0.0259850416, output_fired_time: 0.0000000000, propagate_forward_time: 2.2195799351, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2508208752
validation[          , genome  1278] predictions:    9145/  10000 (91.45%), best:    9159/10000 (91.59%), error:      2820.35181, best error:      2807.30103 on epoch:    77, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 27.8583736420s, input_fired_time: 0.2313159555, output_fired_time: 0.1516411602, propagate_forward_time: 10.9952230453, propagate_backward_time: 15.0600643158, weight_update_time: 0.0565006584, other_time: 1.4201297760
epoch time: 2.4890723228s, input_fired_time: 0.0256670825, output_fired_time: 0.0000000000, propagate_forward_time: 2.2096366882, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2537684441
validation[          , genome  1278] predictions:    9136/  10000 (91.36%), best:    9159/10000 (91.59%), error:      2841.05469, best error:      2807.30103 on epoch:    77, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 29.4536666870s, input_fired_time: 0.2476088107, output_fired_time: 0.1593626887, propagate_forward_time: 11.6718044281, propagate_backward_time: 15.8734045029, weight_update_time: 0.0599604510, other_time: 1.5014867783
epoch time: 3.2850804329s, input_fired_time: 0.0319469571, output_fired_time: 0.0000000000, propagate_forward_time: 2.9335620403, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3195714951
validation[          , genome  1278] predictions:    9156/  10000 (91.56%), best:    9159/10000 (91.59%), error:      2809.53711, best error:      2807.30103 on epoch:    77, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 35.1290245056s, input_fired_time: 0.2655352950, output_fired_time: 0.1852632016, propagate_forward_time: 14.0268907547, propagate_backward_time: 18.9487895966, weight_update_time: 0.0706648380, other_time: 1.7025470734
epoch time: 3.0468471050s, input_fired_time: 0.0302524138, output_fired_time: 0.0000000000, propagate_forward_time: 2.7195250988, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2970695496
validation[          , genome  1278] predictions:    9152/  10000 (91.52%), best:    9159/10000 (91.59%), error:      2852.59717, best error:      2807.30103 on epoch:    77, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 36.3519401550s, input_fired_time: 0.2693330348, output_fired_time: 0.1917271018, propagate_forward_time: 14.5137310028, propagate_backward_time: 19.6095905304, weight_update_time: 0.0732171535, other_time: 1.7675590515
epoch time: 3.1592411995s, input_fired_time: 0.0310141854, output_fired_time: 0.0000000000, propagate_forward_time: 2.8208677769, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3073592186
validation[          , genome  1278] predictions:    9154/  10000 (91.54%), best:    9159/10000 (91.59%), error:      2820.11133, best error:      2807.30103 on epoch:    77, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 36.7244606018s, input_fired_time: 0.2728241086, output_fired_time: 0.1919477880, propagate_forward_time: 14.6640233994, propagate_backward_time: 19.8175506592, weight_update_time: 0.0738572925, other_time: 1.7781143188
epoch time: 3.2754435539s, input_fired_time: 0.0320841372, output_fired_time: 0.0000000000, propagate_forward_time: 2.9268860817, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3164732456
validation[          , genome  1278] predictions:    9160/  10000 (91.60%), best:    9159/10000 (91.59%), error:      2815.23511, best error:      2807.30103 on epoch:    77, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 31.8978767395s, input_fired_time: 0.2490790337, output_fired_time: 0.1710221618, propagate_forward_time: 12.6566934586, propagate_backward_time: 17.2553043365, weight_update_time: 0.0643469542, other_time: 1.5657787323
epoch time: 2.3819267750s, input_fired_time: 0.0249029472, output_fired_time: 0.0000000000, propagate_forward_time: 2.1158471107, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2411766052
validation[          , genome  1278] predictions:    9147/  10000 (91.47%), best:    9159/10000 (91.59%), error:      2855.38647, best error:      2807.30103 on epoch:    77, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 28.0560913086s, input_fired_time: 0.2296648324, output_fired_time: 0.1533128023, propagate_forward_time: 11.0673675537, propagate_backward_time: 15.2186250687, weight_update_time: 0.0565411597, other_time: 1.3871202469
epoch time: 2.5036566257s, input_fired_time: 0.0261596479, output_fired_time: 0.0000000000, propagate_forward_time: 2.2291803360, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2483165264
validation[          , genome  1278] predictions:    9162/  10000 (91.62%), best:    9159/10000 (91.59%), error:      2820.97314, best error:      2807.30103 on epoch:    77, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 29.5744781494s, input_fired_time: 0.2387029231, output_fired_time: 0.1608147770, propagate_forward_time: 11.6863136292, propagate_backward_time: 16.0229816437, weight_update_time: 0.0597206503, other_time: 1.4656658173
epoch time: 2.0861029625s, input_fired_time: 0.0239240564, output_fired_time: 0.0000000000, propagate_forward_time: 1.8460538387, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2161250114
validation[          , genome  1278] predictions:    9163/  10000 (91.63%), best:    9159/10000 (91.59%), error:      2809.07568, best error:      2807.30103 on epoch:    77, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 26.8130302429s, input_fired_time: 0.2286387235, output_fired_time: 0.1472041607, propagate_forward_time: 10.5519218445, propagate_backward_time: 14.4832620621, weight_update_time: 0.0561511070, other_time: 1.4020032883
epoch time: 3.1298511028s, input_fired_time: 0.0315048955, output_fired_time: 0.0000000000, propagate_forward_time: 2.7921431065, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3062031269
validation[          , genome  1278] predictions:    9145/  10000 (91.45%), best:    9159/10000 (91.59%), error:      2839.26660, best error:      2807.30103 on epoch:    77, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 35.7545585632s, input_fired_time: 0.2709818780, output_fired_time: 0.1879382133, propagate_forward_time: 14.2535095215, propagate_backward_time: 19.2683334351, weight_update_time: 0.0728607625, other_time: 1.7737960815
epoch time: 2.1324396133s, input_fired_time: 0.0244946107, output_fired_time: 0.0000000000, propagate_forward_time: 1.8875019550, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2204430103
validation[          , genome  1278] predictions:    9161/  10000 (91.61%), best:    9159/10000 (91.59%), error:      2819.28613, best error:      2807.30103 on epoch:    77, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 34.2036628723s, input_fired_time: 0.2645323277, output_fired_time: 0.1807802916, propagate_forward_time: 13.5988159180, propagate_backward_time: 18.4449443817, weight_update_time: 0.0699990317, other_time: 1.7145900726
epoch time: 2.2284584045s, input_fired_time: 0.0248139836, output_fired_time: 0.0000000000, propagate_forward_time: 1.9774036407, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2262408733
validation[          , genome  1278] predictions:    9155/  10000 (91.55%), best:    9159/10000 (91.59%), error:      2817.58325, best error:      2807.30103 on epoch:    77, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 25.9484519958s, input_fired_time: 0.2243484855, output_fired_time: 0.1438915133, propagate_forward_time: 10.2114830017, propagate_backward_time: 14.0222635269, weight_update_time: 0.0536593869, other_time: 1.3464651108
epoch time: 2.2998723984s, input_fired_time: 0.0245986618, output_fired_time: 0.0000000000, propagate_forward_time: 2.0413091183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2339646816
validation[          , genome  1278] predictions:    9162/  10000 (91.62%), best:    9159/10000 (91.59%), error:      2814.38794, best error:      2807.30103 on epoch:    77, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 35.0740814209s, input_fired_time: 0.2670560479, output_fired_time: 0.1847682297, propagate_forward_time: 13.9540843964, propagate_backward_time: 18.9248237610, weight_update_time: 0.0713862181, other_time: 1.7433490753
epoch time: 2.3737385273s, input_fired_time: 0.0262489859, output_fired_time: 0.0000000000, propagate_forward_time: 2.1022181511, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2452714443
validation[          , genome  1278] predictions:    9156/  10000 (91.56%), best:    9159/10000 (91.59%), error:      2829.36670, best error:      2807.30103 on epoch:    77, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 32.4825553894s, input_fired_time: 0.2552355528, output_fired_time: 0.1732285917, propagate_forward_time: 12.9249706268, propagate_backward_time: 17.5065040588, weight_update_time: 0.0663074777, other_time: 1.6226177216
epoch time: 3.2948710918s, input_fired_time: 0.0335272439, output_fired_time: 0.0000000000, propagate_forward_time: 2.9417197704, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3196241856
validation[          , genome  1278] predictions:    9158/  10000 (91.58%), best:    9159/10000 (91.59%), error:      2811.72070, best error:      2807.30103 on epoch:    77, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 29.3172245026s, input_fired_time: 0.2399596721, output_fired_time: 0.1592481881, propagate_forward_time: 11.6039085388, propagate_backward_time: 15.8677215576, weight_update_time: 0.0590901673, other_time: 1.4463863373
epoch time: 2.4527835846s, input_fired_time: 0.0265399422, output_fired_time: 0.0000000000, propagate_forward_time: 2.1820414066, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2442021370
validation[          , genome  1278] predictions:    9159/  10000 (91.59%), best:    9159/10000 (91.59%), error:      2810.65430, best error:      2807.30103 on epoch:    77, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 27.7267856598s, input_fired_time: 0.2333991379, output_fired_time: 0.1525506377, propagate_forward_time: 10.9968948364, propagate_backward_time: 14.9743833542, weight_update_time: 0.0555383600, other_time: 1.3695592880
epoch time: 2.4466433525s, input_fired_time: 0.0264283251, output_fired_time: 0.0000000000, propagate_forward_time: 2.1769075394, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2433075905
validation[          , genome  1278] predictions:    9160/  10000 (91.60%), best:    9159/10000 (91.59%), error:      2813.50659, best error:      2807.30103 on epoch:    77, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 27.6688327789s, input_fired_time: 0.2317472547, output_fired_time: 0.1516077518, propagate_forward_time: 10.9374246597, propagate_backward_time: 14.9830036163, weight_update_time: 0.0555466935, other_time: 1.3650493622
epoch time: 2.4208536148s, input_fired_time: 0.0260326136, output_fired_time: 0.0000000000, propagate_forward_time: 2.1534523964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2413685322
validation[          , genome  1278] predictions:    9159/  10000 (91.59%), best:    9159/10000 (91.59%), error:      2817.65820, best error:      2807.30103 on epoch:    77, 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: 12.3161487579s, input_fired_time: 0.1259050369, output_fired_time: 0.0000000000, propagate_forward_time: 10.9181251526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.2721185684
best training[          , genome  1278] predictions:   46632/  50000 (93.26%), best:    9159/10000 (91.59%), error:     12119.71191, best error:      2807.30103 on epoch:    77, 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: 2.4350516796s, input_fired_time: 0.0246077441, output_fired_time: 0.0000000000, propagate_forward_time: 2.1496496201, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.2607944012
   testing[          , genome  1278] predictions:    9251/  10000 (92.51%), best:    9159/10000 (91.59%), error:      2626.06055, best error:      2807.30103 on epoch:    77, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
23:51:01 (41013): called boinc_finish(0)

</stderr_txt>
]]>