Nameexact_genome_1508499903_21_15416_1
Workunit2267423
Created25 Oct 2017, 12:27:32 UTC
Sent25 Oct 2017, 12:45:57 UTC
Report deadline8 Dec 2017, 10:38:41 UTC
Received29 Oct 2017, 7:59:00 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57938
Run time23 hours 57 min 5 sec
CPU time23 hours 49 min 43 sec
Validate stateValid
Credit10,977.91
Device peak FLOPS2.90 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size170.36 MB
Peak swap size175.23 MB
Peak disk usage5.48 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
, weight_decay: 0.0002438374

epoch time: 786.1487426758s, input_fired_time: 8.7522573471, output_fired_time: 9.2416524887, propagate_forward_time: 292.9345397949, propagate_backward_time: 466.1134643555, weight_update_time: 0.8404617906, other_time: 9.1068420410
epoch time: 61.4975662231s, input_fired_time: 1.0834419727, output_fired_time: 0.0000000000, propagate_forward_time: 58.7929039001, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6212196350
validation[          , genome 15416] predictions:    9846/  10000 (98.46%), best:    9860/10000 (98.60%), error:       513.92078, best error:       472.53351 on epoch:    12, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 787.3294677734s, input_fired_time: 8.7862043381, output_fired_time: 9.2145261765, propagate_forward_time: 293.9547119141, propagate_backward_time: 466.2577819824, weight_update_time: 0.8409587145, other_time: 9.1162414551
epoch time: 61.2426757813s, input_fired_time: 1.0920327902, output_fired_time: 0.0000000000, propagate_forward_time: 58.5142593384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6363830566
validation[          , genome 15416] predictions:    9829/  10000 (98.29%), best:    9860/10000 (98.60%), error:       576.88306, best error:       472.53351 on epoch:    12, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 783.4919433594s, input_fired_time: 8.7784061432, output_fired_time: 9.2184934616, propagate_forward_time: 292.0985107422, propagate_backward_time: 464.2237243652, weight_update_time: 0.8393667340, other_time: 9.1728210449
epoch time: 60.8788299561s, input_fired_time: 1.0795688629, output_fired_time: 0.0000000000, propagate_forward_time: 58.1861801147, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6130828857
validation[          , genome 15416] predictions:    9831/  10000 (98.31%), best:    9860/10000 (98.60%), error:       500.93192, best error:       472.53351 on epoch:    12, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 786.2307128906s, input_fired_time: 8.8047008514, output_fired_time: 9.2677898407, propagate_forward_time: 292.9473876953, propagate_backward_time: 466.0588684082, weight_update_time: 0.8441213965, other_time: 9.1520080566
epoch time: 61.3357658386s, input_fired_time: 1.0852006674, output_fired_time: 0.0000000000, propagate_forward_time: 58.6356925964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6148719788
validation[          , genome 15416] predictions:    9838/  10000 (98.38%), best:    9860/10000 (98.60%), error:       529.18127, best error:       472.53351 on epoch:    12, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 784.9472045898s, input_fired_time: 8.8168468475, output_fired_time: 9.2165050507, propagate_forward_time: 292.7249145508, propagate_backward_time: 465.0113220215, weight_update_time: 0.8431524038, other_time: 9.1776428223
epoch time: 61.5741653442s, input_fired_time: 1.0905361176, output_fired_time: 0.0000000000, propagate_forward_time: 58.8524398804, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6311874390
validation[          , genome 15416] predictions:    9847/  10000 (98.47%), best:    9847/10000 (98.47%), error:       458.85544, best error:       458.85544 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 784.2504882813s, input_fired_time: 8.8005933762, output_fired_time: 9.2152156830, propagate_forward_time: 292.7497253418, propagate_backward_time: 464.3137817383, weight_update_time: 0.8411138654, other_time: 9.1711730957
epoch time: 61.1393623352s, input_fired_time: 1.0836468935, output_fired_time: 0.0000000000, propagate_forward_time: 58.4265174866, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6291961670
validation[          , genome 15416] predictions:    9853/  10000 (98.53%), best:    9847/10000 (98.47%), error:       462.32785, best error:       458.85544 on epoch:    19, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 786.0150756836s, input_fired_time: 8.8001804352, output_fired_time: 9.2355337143, propagate_forward_time: 292.7802124023, propagate_backward_time: 466.0353698730, weight_update_time: 0.8489985466, other_time: 9.1637878418
epoch time: 61.3213844299s, input_fired_time: 1.0943428278, output_fired_time: 0.0000000000, propagate_forward_time: 58.6072502136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6197929382
validation[          , genome 15416] predictions:    9847/  10000 (98.47%), best:    9847/10000 (98.47%), error:       504.73151, best error:       458.85544 on epoch:    19, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 784.9161376953s, input_fired_time: 8.7857875824, output_fired_time: 9.2073478699, propagate_forward_time: 292.5054931641, propagate_backward_time: 465.2825317383, weight_update_time: 0.8433923125, other_time: 9.1350097656
epoch time: 60.9931640625s, input_fired_time: 1.0883425474, output_fired_time: 0.0000000000, propagate_forward_time: 58.2838478088, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6209754944
validation[          , genome 15416] predictions:    9865/  10000 (98.65%), best:    9847/10000 (98.47%), error:       471.99902, best error:       458.85544 on epoch:    19, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 786.2316894531s, input_fired_time: 8.8079662323, output_fired_time: 9.2633590698, propagate_forward_time: 293.0531311035, propagate_backward_time: 465.9461059570, weight_update_time: 0.8414053917, other_time: 9.1611022949
epoch time: 60.8849258423s, input_fired_time: 1.0810580254, output_fired_time: 0.0000000000, propagate_forward_time: 58.1813240051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6225433350
validation[          , genome 15416] predictions:    9873/  10000 (98.73%), best:    9873/10000 (98.73%), error:       419.00458, best error:       419.00458 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 782.6350708008s, input_fired_time: 8.7996397018, output_fired_time: 9.2068881989, propagate_forward_time: 291.5022888184, propagate_backward_time: 463.9142761230, weight_update_time: 0.8409003615, other_time: 9.2119750977
epoch time: 61.5277709961s, input_fired_time: 1.0856878757, output_fired_time: 0.0000000000, propagate_forward_time: 58.7956657410, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6464157104
validation[          , genome 15416] predictions:    9792/  10000 (97.92%), best:    9873/10000 (98.73%), error:       673.95306, best error:       419.00458 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 786.1086425781s, input_fired_time: 8.8462171555, output_fired_time: 9.2683010101, propagate_forward_time: 292.9575500488, propagate_backward_time: 465.7516784668, weight_update_time: 0.8473985791, other_time: 9.2849121094
epoch time: 60.7541007996s, input_fired_time: 1.0820342302, output_fired_time: 0.0000000000, propagate_forward_time: 58.0208663940, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6511993408
validation[          , genome 15416] predictions:    9858/  10000 (98.58%), best:    9873/10000 (98.73%), error:       492.53952, best error:       419.00458 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 786.3671875000s, input_fired_time: 8.8741512299, output_fired_time: 9.2630796432, propagate_forward_time: 293.2170410156, propagate_backward_time: 465.6538085938, weight_update_time: 0.8486049771, other_time: 9.3591308594
epoch time: 60.6681098938s, input_fired_time: 1.0876342058, output_fired_time: 0.0000000000, propagate_forward_time: 57.9289436340, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6515312195
validation[          , genome 15416] predictions:    9863/  10000 (98.63%), best:    9873/10000 (98.73%), error:       452.41092, best error:       419.00458 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 785.5922851563s, input_fired_time: 8.8408975601, output_fired_time: 9.2307586670, propagate_forward_time: 292.7177734375, propagate_backward_time: 465.4679565430, weight_update_time: 0.8434813023, other_time: 9.3348999023
epoch time: 61.1723136902s, input_fired_time: 1.0968900919, output_fired_time: 0.0000000000, propagate_forward_time: 58.4127731323, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6626510620
validation[          , genome 15416] predictions:    9850/  10000 (98.50%), best:    9873/10000 (98.73%), error:       454.47302, best error:       419.00458 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 787.8359375000s, input_fired_time: 8.8697156906, output_fired_time: 9.2799158096, propagate_forward_time: 293.7861022949, propagate_backward_time: 466.5688781738, weight_update_time: 0.8546097875, other_time: 9.3313598633
epoch time: 61.0761489868s, input_fired_time: 1.1007221937, output_fired_time: 0.0000000000, propagate_forward_time: 58.3066673279, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6687583923
validation[          , genome 15416] predictions:    9871/  10000 (98.71%), best:    9873/10000 (98.73%), error:       446.44574, best error:       419.00458 on epoch:    23, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 789.5180053711s, input_fired_time: 8.8708152771, output_fired_time: 9.2983589172, propagate_forward_time: 294.1224670410, propagate_backward_time: 467.8738098145, weight_update_time: 0.8494944572, other_time: 9.3526000977
epoch time: 61.0682106018s, input_fired_time: 1.0866557360, output_fired_time: 0.0000000000, propagate_forward_time: 58.3470726013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6344833374
validation[          , genome 15416] predictions:    9759/  10000 (97.59%), best:    9873/10000 (98.73%), error:       765.23199, best error:       419.00458 on epoch:    23, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 786.3245239258s, input_fired_time: 8.8490476608, output_fired_time: 9.2867422104, propagate_forward_time: 292.5082397461, propagate_backward_time: 466.3619689941, weight_update_time: 0.8512341380, other_time: 9.3185119629
epoch time: 61.2264099121s, input_fired_time: 1.0950756073, output_fired_time: 0.0000000000, propagate_forward_time: 58.4668312073, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6645011902
validation[          , genome 15416] predictions:    9868/  10000 (98.68%), best:    9873/10000 (98.73%), error:       429.75577, best error:       419.00458 on epoch:    23, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 786.8691406250s, input_fired_time: 8.8580417633, output_fired_time: 9.2499332428, propagate_forward_time: 293.2090759277, propagate_backward_time: 466.2452697754, weight_update_time: 0.8499782681, other_time: 9.3068237305
epoch time: 61.8508529663s, input_fired_time: 1.1110585928, output_fired_time: 0.0000000000, propagate_forward_time: 59.0713195801, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6684761047
validation[          , genome 15416] predictions:    9833/  10000 (98.33%), best:    9873/10000 (98.73%), error:       521.98639, best error:       419.00458 on epoch:    23, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 788.9512329102s, input_fired_time: 8.8722143173, output_fired_time: 9.2908515930, propagate_forward_time: 294.0760803223, propagate_backward_time: 467.3616638184, weight_update_time: 0.8564780354, other_time: 9.3504638672
epoch time: 61.3988265991s, input_fired_time: 1.0956227779, output_fired_time: 0.0000000000, propagate_forward_time: 58.6555595398, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6476440430
validation[          , genome 15416] predictions:    9859/  10000 (98.59%), best:    9873/10000 (98.73%), error:       461.08029, best error:       419.00458 on epoch:    23, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 785.4691772461s, input_fired_time: 8.8661594391, output_fired_time: 9.2415161133, propagate_forward_time: 292.4487915039, propagate_backward_time: 465.5704650879, weight_update_time: 0.8516874909, other_time: 9.3422546387
epoch time: 61.0813827515s, input_fired_time: 1.0916326046, output_fired_time: 0.0000000000, propagate_forward_time: 58.3441658020, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6455841064
validation[          , genome 15416] predictions:    9862/  10000 (98.62%), best:    9862/10000 (98.62%), error:       403.26688, best error:       403.26688 on epoch:    33, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 786.8825073242s, input_fired_time: 8.8685216904, output_fired_time: 9.2705154419, propagate_forward_time: 293.2021179199, propagate_backward_time: 466.2021789551, weight_update_time: 0.8510987759, other_time: 9.3391723633
epoch time: 61.5422210693s, input_fired_time: 1.0983539820, output_fired_time: 0.0000000000, propagate_forward_time: 58.7928886414, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6509780884
validation[          , genome 15416] predictions:    9837/  10000 (98.37%), best:    9862/10000 (98.62%), error:       501.63754, best error:       403.26688 on epoch:    33, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 787.9456176758s, input_fired_time: 8.8890314102, output_fired_time: 9.2959737778, propagate_forward_time: 293.4971313477, propagate_backward_time: 466.9161987305, weight_update_time: 0.8519157767, other_time: 9.3472900391
epoch time: 61.4790267944s, input_fired_time: 1.0964504480, output_fired_time: 0.0000000000, propagate_forward_time: 58.7327003479, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6498756409
validation[          , genome 15416] predictions:    9858/  10000 (98.58%), best:    9862/10000 (98.62%), error:       459.49066, best error:       403.26688 on epoch:    33, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 788.1008300781s, input_fired_time: 8.8839778900, output_fired_time: 9.2747640610, propagate_forward_time: 293.7283020020, propagate_backward_time: 466.8815307617, weight_update_time: 0.8501394391, other_time: 9.3322448730
epoch time: 61.4613342285s, input_fired_time: 1.1012626886, output_fired_time: 0.0000000000, propagate_forward_time: 58.6878356934, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6722373962
validation[          , genome 15416] predictions:    9858/  10000 (98.58%), best:    9862/10000 (98.62%), error:       483.57190, best error:       403.26688 on epoch:    33, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 785.8934936523s, input_fired_time: 8.9010992050, output_fired_time: 9.2651605606, propagate_forward_time: 293.0852355957, propagate_backward_time: 465.3307189941, weight_update_time: 0.8460200429, other_time: 9.3112792969
epoch time: 61.2449264526s, input_fired_time: 1.0970448256, output_fired_time: 0.0000000000, propagate_forward_time: 58.5151672363, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6327133179
validation[          , genome 15416] predictions:    9882/  10000 (98.82%), best:    9882/10000 (98.82%), error:       398.90347, best error:       398.90347 on epoch:    37, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 787.5503540039s, input_fired_time: 8.8973760605, output_fired_time: 9.2741374969, propagate_forward_time: 293.8146362305, propagate_backward_time: 466.2463073730, weight_update_time: 0.8515447974, other_time: 9.3179016113
epoch time: 61.7880287170s, input_fired_time: 1.1104018688, output_fired_time: 0.0000000000, propagate_forward_time: 59.0148544312, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6627731323
validation[          , genome 15416] predictions:    9878/  10000 (98.78%), best:    9882/10000 (98.82%), error:       402.18314, best error:       398.90347 on epoch:    37, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 789.1530151367s, input_fired_time: 8.9034004211, output_fired_time: 9.3103208542, propagate_forward_time: 294.7591552734, propagate_backward_time: 466.8385009766, weight_update_time: 0.8555433750, other_time: 9.3416748047
epoch time: 61.6453742981s, input_fired_time: 1.1016258001, output_fired_time: 0.0000000000, propagate_forward_time: 58.8922843933, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6514625549
validation[          , genome 15416] predictions:    9884/  10000 (98.84%), best:    9884/10000 (98.84%), error:       391.86548, best error:       391.86548 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 787.8305664063s, input_fired_time: 8.9030218124, output_fired_time: 9.2816696167, propagate_forward_time: 293.7183837891, propagate_backward_time: 466.5858459473, weight_update_time: 0.8501078486, other_time: 9.3416442871
epoch time: 61.5557785034s, input_fired_time: 1.1080005169, output_fired_time: 0.0000000000, propagate_forward_time: 58.7745399475, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6732368469
validation[          , genome 15416] predictions:    9873/  10000 (98.73%), best:    9884/10000 (98.84%), error:       420.94266, best error:       391.86548 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 788.9746093750s, input_fired_time: 8.9066972733, output_fired_time: 9.2769804001, propagate_forward_time: 294.0077819824, propagate_backward_time: 467.4379882813, weight_update_time: 0.8499227166, other_time: 9.3451843262
epoch time: 61.5897598267s, input_fired_time: 1.1016976833, output_fired_time: 0.0000000000, propagate_forward_time: 58.8386344910, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6494293213
validation[          , genome 15416] predictions:    9878/  10000 (98.78%), best:    9884/10000 (98.84%), error:       407.60016, best error:       391.86548 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 787.5547485352s, input_fired_time: 8.8647127151, output_fired_time: 9.2884473801, propagate_forward_time: 293.3744506836, propagate_backward_time: 466.7189941406, weight_update_time: 0.8482106328, other_time: 9.3081665039
epoch time: 61.3277130127s, input_fired_time: 1.1051716805, output_fired_time: 0.0000000000, propagate_forward_time: 58.5478401184, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6747016907
validation[          , genome 15416] predictions:    9873/  10000 (98.73%), best:    9884/10000 (98.84%), error:       449.78812, best error:       391.86548 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 785.9919433594s, input_fired_time: 8.8811597824, output_fired_time: 9.2628240585, propagate_forward_time: 292.9440002441, propagate_backward_time: 465.5988464355, weight_update_time: 0.8454304934, other_time: 9.3051147461
epoch time: 61.6508331299s, input_fired_time: 1.1112368107, output_fired_time: 0.0000000000, propagate_forward_time: 58.8925361633, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6470603943
validation[          , genome 15416] predictions:    9886/  10000 (98.86%), best:    9884/10000 (98.84%), error:       405.06503, best error:       391.86548 on epoch:    39, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 787.2093505859s, input_fired_time: 8.9014205933, output_fired_time: 9.2801589966, propagate_forward_time: 292.9831237793, propagate_backward_time: 466.7626037598, weight_update_time: 0.8467088938, other_time: 9.2820434570
epoch time: 61.0333824158s, input_fired_time: 1.0944812298, output_fired_time: 0.0000000000, propagate_forward_time: 58.2804489136, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6584510803
validation[          , genome 15416] predictions:    9853/  10000 (98.53%), best:    9884/10000 (98.84%), error:       477.79318, best error:       391.86548 on epoch:    39, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 787.5191040039s, input_fired_time: 8.8890600204, output_fired_time: 9.2759008408, propagate_forward_time: 293.6014099121, propagate_backward_time: 466.3998413086, weight_update_time: 0.8507121205, other_time: 9.3529357910
epoch time: 61.6642303467s, input_fired_time: 1.1087044477, output_fired_time: 0.0000000000, propagate_forward_time: 58.8901023865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6654243469
validation[          , genome 15416] predictions:    9894/  10000 (98.94%), best:    9894/10000 (98.94%), error:       364.61493, best error:       364.61493 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 787.7367553711s, input_fired_time: 8.9186429977, output_fired_time: 9.2940721512, propagate_forward_time: 293.4006347656, propagate_backward_time: 466.8037109375, weight_update_time: 0.8477966785, other_time: 9.3197021484
epoch time: 61.2499313354s, input_fired_time: 1.1002390385, output_fired_time: 0.0000000000, propagate_forward_time: 58.5100288391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6396636963
validation[          , genome 15416] predictions:    9878/  10000 (98.78%), best:    9894/10000 (98.94%), error:       404.74741, best error:       364.61493 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 787.3591918945s, input_fired_time: 8.8947029114, output_fired_time: 9.2902593613, propagate_forward_time: 292.9055175781, propagate_backward_time: 466.9574584961, weight_update_time: 0.8492894769, other_time: 9.3112182617
epoch time: 61.7011680603s, input_fired_time: 1.1111695766, output_fired_time: 0.0000000000, propagate_forward_time: 58.9346122742, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6553878784
validation[          , genome 15416] predictions:    9880/  10000 (98.80%), best:    9894/10000 (98.94%), error:       440.86295, best error:       364.61493 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 789.3908691406s, input_fired_time: 8.9103889465, output_fired_time: 9.2935066223, propagate_forward_time: 294.1009216309, propagate_backward_time: 467.7733764648, weight_update_time: 0.8562112451, other_time: 9.3126525879
epoch time: 61.4452133179s, input_fired_time: 1.1032247543, output_fired_time: 0.0000000000, propagate_forward_time: 58.6826744080, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6593132019
validation[          , genome 15416] predictions:    9863/  10000 (98.63%), best:    9894/10000 (98.94%), error:       444.40787, best error:       364.61493 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 788.0443115234s, input_fired_time: 8.9097385406, output_fired_time: 9.2772045135, propagate_forward_time: 294.1994323730, propagate_backward_time: 466.3438110352, weight_update_time: 0.8543233871, other_time: 9.3141174316
epoch time: 61.0213775635s, input_fired_time: 1.0977045298, output_fired_time: 0.0000000000, propagate_forward_time: 58.2741737366, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6494979858
validation[          , genome 15416] predictions:    9889/  10000 (98.89%), best:    9894/10000 (98.94%), error:       399.15491, best error:       364.61493 on epoch:    45, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 786.5511474609s, input_fired_time: 8.9231500626, output_fired_time: 9.2817201614, propagate_forward_time: 293.2982482910, propagate_backward_time: 465.7055969238, weight_update_time: 0.8492625356, other_time: 9.3424072266
epoch time: 61.1775970459s, input_fired_time: 1.0991748571, output_fired_time: 0.0000000000, propagate_forward_time: 58.4337615967, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6446609497
validation[          , genome 15416] predictions:    9880/  10000 (98.80%), best:    9894/10000 (98.94%), error:       377.40292, best error:       364.61493 on epoch:    45, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 786.5661010742s, input_fired_time: 8.9193449020, output_fired_time: 9.2656192780, propagate_forward_time: 293.5122680664, propagate_backward_time: 465.5093078613, weight_update_time: 0.8547801971, other_time: 9.3595275879
epoch time: 61.6087379456s, input_fired_time: 1.1091200113, output_fired_time: 0.0000000000, propagate_forward_time: 58.8423042297, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6573143005
validation[          , genome 15416] predictions:    9895/  10000 (98.95%), best:    9895/10000 (98.95%), error:       364.46387, best error:       364.46387 on epoch:    51, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 788.3905029297s, input_fired_time: 8.9232988358, output_fired_time: 9.2913446426, propagate_forward_time: 293.8885803223, propagate_backward_time: 466.9232177734, weight_update_time: 0.8466013670, other_time: 9.3641052246
epoch time: 61.1618156433s, input_fired_time: 1.1075519323, output_fired_time: 0.0000000000, propagate_forward_time: 58.3783645630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6758995056
validation[          , genome 15416] predictions:    9893/  10000 (98.93%), best:    9895/10000 (98.95%), error:       378.80414, best error:       364.46387 on epoch:    51, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 789.3779296875s, input_fired_time: 8.9287157059, output_fired_time: 9.2775135040, propagate_forward_time: 294.0582275391, propagate_backward_time: 467.7356262207, weight_update_time: 0.8588805199, other_time: 9.3778381348
epoch time: 61.0897026062s, input_fired_time: 1.1073037386, output_fired_time: 0.0000000000, propagate_forward_time: 58.3258934021, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6565055847
validation[          , genome 15416] predictions:    9899/  10000 (98.99%), best:    9899/10000 (98.99%), error:       359.25217, best error:       359.25217 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 787.3842163086s, input_fired_time: 8.9407634735, output_fired_time: 9.2942485809, propagate_forward_time: 293.2262268066, propagate_backward_time: 466.5868225098, weight_update_time: 0.8503712416, other_time: 9.3361816406
epoch time: 60.9065551758s, input_fired_time: 1.1136250496, output_fired_time: 0.0000000000, propagate_forward_time: 58.1346473694, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6582832336
validation[          , genome 15416] predictions:    9875/  10000 (98.75%), best:    9899/10000 (98.99%), error:       383.99252, best error:       359.25217 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 785.2344360352s, input_fired_time: 8.9048881531, output_fired_time: 9.2432727814, propagate_forward_time: 292.7276916504, propagate_backward_time: 465.0412902832, weight_update_time: 0.8496384025, other_time: 9.3172607422
epoch time: 61.2955474854s, input_fired_time: 1.1097983122, output_fired_time: 0.0000000000, propagate_forward_time: 58.5314140320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6543350220
validation[          , genome 15416] predictions:    9881/  10000 (98.81%), best:    9899/10000 (98.99%), error:       376.74411, best error:       359.25217 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 788.6840820313s, input_fired_time: 8.9348354340, output_fired_time: 9.3029336929, propagate_forward_time: 293.6876831055, propagate_backward_time: 467.4223937988, weight_update_time: 0.8525062799, other_time: 9.3362731934
epoch time: 61.5194015503s, input_fired_time: 1.1058241129, output_fired_time: 0.0000000000, propagate_forward_time: 58.7629928589, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6505851746
validation[          , genome 15416] predictions:    9872/  10000 (98.72%), best:    9899/10000 (98.99%), error:       409.50607, best error:       359.25217 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 788.1511230469s, input_fired_time: 8.9346504211, output_fired_time: 9.2883272171, propagate_forward_time: 293.8843688965, propagate_backward_time: 466.7208557129, weight_update_time: 0.8480914235, other_time: 9.3229370117
epoch time: 61.5390663147s, input_fired_time: 1.1161754131, output_fired_time: 0.0000000000, propagate_forward_time: 58.7593650818, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6635246277
validation[          , genome 15416] predictions:    9895/  10000 (98.95%), best:    9895/10000 (98.95%), error:       351.75259, best error:       351.75259 on epoch:    57, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 786.8844604492s, input_fired_time: 8.9617805481, output_fired_time: 9.2857685089, propagate_forward_time: 293.6950988770, propagate_backward_time: 465.5838317871, weight_update_time: 0.8536583781, other_time: 9.3579711914
epoch time: 61.5394096375s, input_fired_time: 1.1147154570, output_fired_time: 0.0000000000, propagate_forward_time: 58.7603454590, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6643486023
validation[          , genome 15416] predictions:    9884/  10000 (98.84%), best:    9895/10000 (98.95%), error:       367.01447, best error:       351.75259 on epoch:    57, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 787.2426147461s, input_fired_time: 8.9145498276, output_fired_time: 9.2700862885, propagate_forward_time: 293.5632019043, propagate_backward_time: 466.1582336426, weight_update_time: 0.8509536386, other_time: 9.3365478516
epoch time: 61.0160903931s, input_fired_time: 1.1122447252, output_fired_time: 0.0000000000, propagate_forward_time: 58.2404556274, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6633911133
validation[          , genome 15416] predictions:    9875/  10000 (98.75%), best:    9895/10000 (98.95%), error:       428.07172, best error:       351.75259 on epoch:    57, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 786.7737426758s, input_fired_time: 8.9446229935, output_fired_time: 9.2679796219, propagate_forward_time: 293.4165954590, propagate_backward_time: 465.8076782227, weight_update_time: 0.8482128382, other_time: 9.3368225098
epoch time: 61.4858055115s, input_fired_time: 1.1092568636, output_fired_time: 0.0000000000, propagate_forward_time: 58.7234916687, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6530570984
validation[          , genome 15416] predictions:    9842/  10000 (98.42%), best:    9895/10000 (98.95%), error:       511.90262, best error:       351.75259 on epoch:    57, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 787.1019897461s, input_fired_time: 8.9374246597, output_fired_time: 9.2651643753, propagate_forward_time: 293.7754516602, propagate_backward_time: 465.7709960938, weight_update_time: 0.8462480903, other_time: 9.3529663086
epoch time: 61.3673706055s, input_fired_time: 1.1147936583, output_fired_time: 0.0000000000, propagate_forward_time: 58.5788726807, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6737060547
validation[          , genome 15416] predictions:    9895/  10000 (98.95%), best:    9895/10000 (98.95%), error:       345.71558, best error:       345.71558 on epoch:    61, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 786.1827392578s, input_fired_time: 8.9373111725, output_fired_time: 9.2754640579, propagate_forward_time: 292.8269958496, propagate_backward_time: 465.8007812500, weight_update_time: 0.8490917087, other_time: 9.3421936035
epoch time: 61.4079208374s, input_fired_time: 1.1121537685, output_fired_time: 0.0000000000, propagate_forward_time: 58.6243972778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6713714600
validation[          , genome 15416] predictions:    9898/  10000 (98.98%), best:    9895/10000 (98.95%), error:       349.62823, best error:       345.71558 on epoch:    61, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 788.2785644531s, input_fired_time: 8.9459686279, output_fired_time: 9.2903699875, propagate_forward_time: 293.8573913574, propagate_backward_time: 466.8009948730, weight_update_time: 0.8499442339, other_time: 9.3838500977
epoch time: 61.6219444275s, input_fired_time: 1.1121966839, output_fired_time: 0.0000000000, propagate_forward_time: 58.8670921326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6426544189
validation[          , genome 15416] predictions:    9906/  10000 (99.06%), best:    9906/10000 (99.06%), error:       334.97961, best error:       334.97961 on epoch:    63, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 786.8403320313s, input_fired_time: 8.9437685013, output_fired_time: 9.2982511520, propagate_forward_time: 293.0223693848, propagate_backward_time: 466.2485656738, weight_update_time: 0.8481895924, other_time: 9.3273315430
epoch time: 61.2079696655s, input_fired_time: 1.1064293385, output_fired_time: 0.0000000000, propagate_forward_time: 58.4670257568, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6345138550
validation[          , genome 15416] predictions:    9888/  10000 (98.88%), best:    9906/10000 (99.06%), error:       375.06348, best error:       334.97961 on epoch:    63, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 787.7800903320s, input_fired_time: 8.9767007828, output_fired_time: 9.2891855240, propagate_forward_time: 293.6839904785, propagate_backward_time: 466.4536743164, weight_update_time: 0.8506607413, other_time: 9.3765563965
epoch time: 61.5173988342s, input_fired_time: 1.1157205105, output_fired_time: 0.0000000000, propagate_forward_time: 58.7500953674, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6515846252
validation[          , genome 15416] predictions:    9897/  10000 (98.97%), best:    9906/10000 (99.06%), error:       354.60464, best error:       334.97961 on epoch:    63, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 787.2772827148s, input_fired_time: 8.9400577545, output_fired_time: 9.2492256165, propagate_forward_time: 293.7788085938, propagate_backward_time: 465.9741516113, weight_update_time: 0.8588470221, other_time: 9.3350524902
epoch time: 61.2176437378s, input_fired_time: 1.1154568195, output_fired_time: 0.0000000000, propagate_forward_time: 58.4398689270, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6623191833
validation[          , genome 15416] predictions:    9888/  10000 (98.88%), best:    9906/10000 (99.06%), error:       377.14917, best error:       334.97961 on epoch:    63, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 787.9854736328s, input_fired_time: 8.9595146179, output_fired_time: 9.2809314728, propagate_forward_time: 293.5849304199, propagate_backward_time: 466.8123168945, weight_update_time: 0.8529109359, other_time: 9.3477478027
epoch time: 61.9113388062s, input_fired_time: 1.1195174456, output_fired_time: 0.0000000000, propagate_forward_time: 59.1300773621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6617431641
validation[          , genome 15416] predictions:    9893/  10000 (98.93%), best:    9906/10000 (99.06%), error:       356.51306, best error:       334.97961 on epoch:    63, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 785.6354370117s, input_fired_time: 8.9619426727, output_fired_time: 9.2596197128, propagate_forward_time: 292.9107666016, propagate_backward_time: 465.1526184082, weight_update_time: 0.8468487263, other_time: 9.3504943848
epoch time: 61.1217079163s, input_fired_time: 1.1111761332, output_fired_time: 0.0000000000, propagate_forward_time: 58.3580093384, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6525230408
validation[          , genome 15416] predictions:    9907/  10000 (99.07%), best:    9906/10000 (99.06%), error:       341.50238, best error:       334.97961 on epoch:    63, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 788.1879882813s, input_fired_time: 8.9617242813, output_fired_time: 9.2869815826, propagate_forward_time: 293.9788818359, propagate_backward_time: 466.6021118164, weight_update_time: 0.8489469886, other_time: 9.3582763672
epoch time: 61.5227012634s, input_fired_time: 1.1220054626, output_fired_time: 0.0000000000, propagate_forward_time: 58.7400856018, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6606101990
validation[          , genome 15416] predictions:    9900/  10000 (99.00%), best:    9906/10000 (99.06%), error:       338.96466, best error:       334.97961 on epoch:    63, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 786.6450805664s, input_fired_time: 8.9629201889, output_fired_time: 9.2613391876, propagate_forward_time: 293.1775512695, propagate_backward_time: 465.8807373047, weight_update_time: 0.8499268293, other_time: 9.3625488281
epoch time: 60.8440322876s, input_fired_time: 1.1090624332, output_fired_time: 0.0000000000, propagate_forward_time: 58.0880470276, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6469230652
validation[          , genome 15416] predictions:    9887/  10000 (98.87%), best:    9906/10000 (99.06%), error:       362.01575, best error:       334.97961 on epoch:    63, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 788.6310424805s, input_fired_time: 8.9890365601, output_fired_time: 9.2940444946, propagate_forward_time: 294.1953430176, propagate_backward_time: 466.7675781250, weight_update_time: 0.8506417274, other_time: 9.3850402832
epoch time: 60.9238891602s, input_fired_time: 1.1138755083, output_fired_time: 0.0000000000, propagate_forward_time: 58.1332092285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6768035889
validation[          , genome 15416] predictions:    9896/  10000 (98.96%), best:    9906/10000 (99.06%), error:       353.46585, best error:       334.97961 on epoch:    63, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 787.9389648438s, input_fired_time: 8.9660816193, output_fired_time: 9.2787933350, propagate_forward_time: 294.2371520996, propagate_backward_time: 466.1090698242, weight_update_time: 0.8549765944, other_time: 9.3478698730
epoch time: 61.5067596436s, input_fired_time: 1.1165504456, output_fired_time: 0.0000000000, propagate_forward_time: 58.7390556335, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6511535645
validation[          , genome 15416] predictions:    9899/  10000 (98.99%), best:    9906/10000 (99.06%), error:       340.27524, best error:       334.97961 on epoch:    63, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 788.1298217773s, input_fired_time: 8.9526491165, output_fired_time: 9.2780933380, propagate_forward_time: 294.0702209473, propagate_backward_time: 466.4601440430, weight_update_time: 0.8505586982, other_time: 9.3687438965
epoch time: 61.6385574341s, input_fired_time: 1.1238282919, output_fired_time: 0.0000000000, propagate_forward_time: 58.8612289429, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6534996033
validation[          , genome 15416] predictions:    9897/  10000 (98.97%), best:    9906/10000 (99.06%), error:       340.06500, best error:       334.97961 on epoch:    63, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 787.9139404297s, input_fired_time: 8.9617404938, output_fired_time: 9.2833585739, propagate_forward_time: 293.4566650391, propagate_backward_time: 466.8741760254, weight_update_time: 0.8565675020, other_time: 9.3379821777
epoch time: 61.3575973511s, input_fired_time: 1.1143186092, output_fired_time: 0.0000000000, propagate_forward_time: 58.5939636230, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6493148804
validation[          , genome 15416] predictions:    9902/  10000 (99.02%), best:    9906/10000 (99.06%), error:       338.23865, best error:       334.97961 on epoch:    63, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 787.2117309570s, input_fired_time: 8.9753503799, output_fired_time: 9.2628288269, propagate_forward_time: 293.1515502930, propagate_backward_time: 466.4472045898, weight_update_time: 0.8492419124, other_time: 9.3748168945
epoch time: 61.5123863220s, input_fired_time: 1.1110631227, output_fired_time: 0.0000000000, propagate_forward_time: 58.7677421570, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6335792542
validation[          , genome 15416] predictions:    9902/  10000 (99.02%), best:    9906/10000 (99.06%), error:       346.03128, best error:       334.97961 on epoch:    63, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 787.4877929688s, input_fired_time: 8.9568271637, output_fired_time: 9.2526597977, propagate_forward_time: 293.5659484863, propagate_backward_time: 466.3668212891, weight_update_time: 0.8483084440, other_time: 9.3454895020
epoch time: 61.4255332947s, input_fired_time: 1.1181234121, output_fired_time: 0.0000000000, propagate_forward_time: 58.6354179382, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6719932556
validation[          , genome 15416] predictions:    9903/  10000 (99.03%), best:    9903/10000 (99.03%), error:       333.50992, best error:       333.50992 on epoch:    76, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 786.9194335938s, input_fired_time: 8.9636602402, output_fired_time: 9.2625322342, propagate_forward_time: 293.4499816895, propagate_backward_time: 465.8847656250, weight_update_time: 0.8464193344, other_time: 9.3584899902
epoch time: 61.0709342957s, input_fired_time: 1.1142883301, output_fired_time: 0.0000000000, propagate_forward_time: 58.2808456421, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6758003235
validation[          , genome 15416] predictions:    9905/  10000 (99.05%), best:    9903/10000 (99.03%), error:       341.06168, best error:       333.50992 on epoch:    76, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 787.2557373047s, input_fired_time: 8.9759740829, output_fired_time: 9.2741317749, propagate_forward_time: 293.3583374023, propagate_backward_time: 466.3710021973, weight_update_time: 0.8458058238, other_time: 9.2763366699
epoch time: 60.7782859802s, input_fired_time: 1.1106276512, output_fired_time: 0.0000000000, propagate_forward_time: 57.9959716797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6716880798
validation[          , genome 15416] predictions:    9904/  10000 (99.04%), best:    9903/10000 (99.03%), error:       346.14481, best error:       333.50992 on epoch:    76, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 786.6846313477s, input_fired_time: 8.9750366211, output_fired_time: 9.2568616867, propagate_forward_time: 293.1965637207, propagate_backward_time: 465.8834228516, weight_update_time: 0.8512331247, other_time: 9.3727722168
epoch time: 60.8164787292s, input_fired_time: 1.1095579863, output_fired_time: 0.0000000000, propagate_forward_time: 58.0358886719, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6710319519
validation[          , genome 15416] predictions:    9894/  10000 (98.94%), best:    9903/10000 (99.03%), error:       349.46405, best error:       333.50992 on epoch:    76, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 786.9473876953s, input_fired_time: 8.9801044464, output_fired_time: 9.2769985199, propagate_forward_time: 293.2183532715, propagate_backward_time: 466.1501464844, weight_update_time: 0.8500533104, other_time: 9.3218078613
epoch time: 61.2248115540s, input_fired_time: 1.1149461269, output_fired_time: 0.0000000000, propagate_forward_time: 58.4442367554, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6656303406
validation[          , genome 15416] predictions:    9909/  10000 (99.09%), best:    9903/10000 (99.03%), error:       347.19641, best error:       333.50992 on epoch:    76, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 788.1408691406s, input_fired_time: 8.9826793671, output_fired_time: 9.2623682022, propagate_forward_time: 294.0660095215, propagate_backward_time: 466.4988708496, weight_update_time: 0.8497906923, other_time: 9.3309326172
epoch time: 61.2660255432s, input_fired_time: 1.1134420633, output_fired_time: 0.0000000000, propagate_forward_time: 58.4979019165, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6546821594
validation[          , genome 15416] predictions:    9901/  10000 (99.01%), best:    9903/10000 (99.03%), error:       342.29205, best error:       333.50992 on epoch:    76, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 788.1215209961s, input_fired_time: 8.9746809006, output_fired_time: 9.2981920242, propagate_forward_time: 293.0710754395, propagate_backward_time: 467.4463500977, weight_update_time: 0.8484726548, other_time: 9.3312072754
epoch time: 61.7612037659s, input_fired_time: 1.1269540787, output_fired_time: 0.0000000000, propagate_forward_time: 58.9694480896, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6648025513
validation[          , genome 15416] predictions:    9900/  10000 (99.00%), best:    9903/10000 (99.03%), error:       334.19556, best error:       333.50992 on epoch:    76, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 786.6386718750s, input_fired_time: 8.9609355927, output_fired_time: 9.2426223755, propagate_forward_time: 293.1865844727, propagate_backward_time: 465.9066772461, weight_update_time: 0.8487766981, other_time: 9.3418579102
epoch time: 61.5073242188s, input_fired_time: 1.1150335073, output_fired_time: 0.0000000000, propagate_forward_time: 58.7478256226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6444664001
validation[          , genome 15416] predictions:    9905/  10000 (99.05%), best:    9903/10000 (99.03%), error:       335.03638, best error:       333.50992 on epoch:    76, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 787.0231933594s, input_fired_time: 8.9493770599, output_fired_time: 9.2554845810, propagate_forward_time: 293.7009277344, propagate_backward_time: 465.7953186035, weight_update_time: 0.8494410515, other_time: 9.3220520020
epoch time: 61.7663841248s, input_fired_time: 1.1201778650, output_fired_time: 0.0000000000, propagate_forward_time: 58.9950904846, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6511154175
validation[          , genome 15416] predictions:    9896/  10000 (98.96%), best:    9903/10000 (99.03%), error:       349.68671, best error:       333.50992 on epoch:    76, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 787.6784667969s, input_fired_time: 8.9721403122, output_fired_time: 9.2713699341, propagate_forward_time: 293.8774108887, propagate_backward_time: 466.2115783691, weight_update_time: 0.8498790264, other_time: 9.3459472656
epoch time: 61.3279418945s, input_fired_time: 1.1183965206, output_fired_time: 0.0000000000, propagate_forward_time: 58.5764617920, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6330833435
validation[          , genome 15416] predictions:    9899/  10000 (98.99%), best:    9903/10000 (99.03%), error:       334.73270, best error:       333.50992 on epoch:    76, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 788.0520019531s, input_fired_time: 8.9880571365, output_fired_time: 9.2816858292, propagate_forward_time: 294.2079772949, propagate_backward_time: 466.2125854492, weight_update_time: 0.8552556038, other_time: 9.3617248535
epoch time: 61.8508033752s, input_fired_time: 1.1258382797, output_fired_time: 0.0000000000, propagate_forward_time: 59.0795021057, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6454620361
validation[          , genome 15416] predictions:    9905/  10000 (99.05%), best:    9903/10000 (99.03%), error:       340.46774, best error:       333.50992 on epoch:    76, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 787.3389282227s, input_fired_time: 8.9898080826, output_fired_time: 9.2842845917, propagate_forward_time: 293.9948120117, propagate_backward_time: 465.7143554688, weight_update_time: 0.8576396108, other_time: 9.3556518555
epoch time: 61.7497940063s, input_fired_time: 1.1215431690, output_fired_time: 0.0000000000, propagate_forward_time: 58.9756660461, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6525840759
validation[          , genome 15416] predictions:    9903/  10000 (99.03%), best:    9903/10000 (99.03%), error:       349.48706, best error:       333.50992 on epoch:    76, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 786.9432983398s, input_fired_time: 8.9604101181, output_fired_time: 9.2765064240, propagate_forward_time: 293.5289916992, propagate_backward_time: 465.8563537598, weight_update_time: 0.8509798646, other_time: 9.3210754395
epoch time: 60.9979171753s, input_fired_time: 1.1113488674, output_fired_time: 0.0000000000, propagate_forward_time: 58.2450180054, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6415519714
validation[          , genome 15416] predictions:    9904/  10000 (99.04%), best:    9904/10000 (99.04%), error:       329.36633, best error:       329.36633 on epoch:    88, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 788.2579345703s, input_fired_time: 8.9686937332, output_fired_time: 9.2670555115, propagate_forward_time: 293.7270202637, propagate_backward_time: 466.9686584473, weight_update_time: 0.8463679552, other_time: 9.3265380859
epoch time: 61.5467262268s, input_fired_time: 1.1178359985, output_fired_time: 0.0000000000, propagate_forward_time: 58.7726211548, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6562690735
validation[          , genome 15416] predictions:    9908/  10000 (99.08%), best:    9904/10000 (99.04%), error:       337.74026, best error:       329.36633 on epoch:    88, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 786.6025390625s, input_fired_time: 8.9602260590, output_fired_time: 9.2854833603, propagate_forward_time: 293.0415344238, propagate_backward_time: 465.9772033691, weight_update_time: 0.8444877863, other_time: 9.3381347656
epoch time: 61.8263511658s, input_fired_time: 1.1256860495, output_fired_time: 0.0000000000, propagate_forward_time: 59.0518455505, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6488189697
validation[          , genome 15416] predictions:    9910/  10000 (99.10%), best:    9904/10000 (99.04%), error:       337.40689, best error:       329.36633 on epoch:    88, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 787.4517822266s, input_fired_time: 8.9677057266, output_fired_time: 9.2791194916, propagate_forward_time: 293.6397094727, propagate_backward_time: 466.2428588867, weight_update_time: 0.8480393291, other_time: 9.3223876953
epoch time: 61.8785400391s, input_fired_time: 1.1230109930, output_fired_time: 0.0000000000, propagate_forward_time: 59.1053314209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6501960754
validation[          , genome 15416] predictions:    9901/  10000 (99.01%), best:    9904/10000 (99.04%), error:       339.31778, best error:       329.36633 on epoch:    88, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 787.1730957031s, input_fired_time: 8.9776620865, output_fired_time: 9.2611875534, propagate_forward_time: 293.1657714844, propagate_backward_time: 466.4429931641, weight_update_time: 0.8493973613, other_time: 9.3255004883
epoch time: 61.1621932983s, input_fired_time: 1.1155495644, output_fired_time: 0.0000000000, propagate_forward_time: 58.3924980164, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6541442871
validation[          , genome 15416] predictions:    9897/  10000 (98.97%), best:    9904/10000 (99.04%), error:       344.98679, best error:       329.36633 on epoch:    88, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 788.1296997070s, input_fired_time: 8.9861478806, output_fired_time: 9.2728176117, propagate_forward_time: 293.7624206543, propagate_backward_time: 466.7886962891, weight_update_time: 0.8471012712, other_time: 9.3196105957
epoch time: 61.6207542419s, input_fired_time: 1.1203696728, output_fired_time: 0.0000000000, propagate_forward_time: 58.8456916809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6546936035
validation[          , genome 15416] predictions:    9898/  10000 (98.98%), best:    9904/10000 (99.04%), error:       335.96655, best error:       329.36633 on epoch:    88, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 787.7812500000s, input_fired_time: 8.9784908295, output_fired_time: 9.2691869736, propagate_forward_time: 293.6973571777, propagate_backward_time: 466.5115966797, weight_update_time: 0.8513056636, other_time: 9.3246154785
epoch time: 61.5916442871s, input_fired_time: 1.1275027990, output_fired_time: 0.0000000000, propagate_forward_time: 58.8017082214, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6624336243
validation[          , genome 15416] predictions:    9906/  10000 (99.06%), best:    9904/10000 (99.04%), error:       332.97894, best error:       329.36633 on epoch:    88, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 788.5857543945s, input_fired_time: 8.9965820313, output_fired_time: 9.2957925797, propagate_forward_time: 294.0021972656, propagate_backward_time: 466.9834594727, weight_update_time: 0.8487126827, other_time: 9.3077392578
epoch time: 61.7471885681s, input_fired_time: 1.1210868359, output_fired_time: 0.0000000000, propagate_forward_time: 58.9662475586, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6598548889
validation[          , genome 15416] predictions:    9906/  10000 (99.06%), best:    9904/10000 (99.04%), error:       336.53949, best error:       329.36633 on epoch:    88, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 788.0318603516s, input_fired_time: 8.9830093384, output_fired_time: 9.2623195648, propagate_forward_time: 293.6943664551, propagate_backward_time: 466.7627868652, weight_update_time: 0.8498356938, other_time: 9.3293457031
epoch time: 61.0720138550s, input_fired_time: 1.1113588810, output_fired_time: 0.0000000000, propagate_forward_time: 58.3123741150, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6482810974
validation[          , genome 15416] predictions:    9903/  10000 (99.03%), best:    9904/10000 (99.04%), error:       339.90161, best error:       329.36633 on epoch:    88, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 788.2294921875s, input_fired_time: 8.9609928131, output_fired_time: 9.2477054596, propagate_forward_time: 294.1288452148, propagate_backward_time: 466.5798950195, weight_update_time: 0.8536624312, other_time: 9.3120727539
epoch time: 61.0501861572s, input_fired_time: 1.1180264950, output_fired_time: 0.0000000000, propagate_forward_time: 58.2737655640, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6583938599
validation[          , genome 15416] predictions:    9915/  10000 (99.15%), best:    9904/10000 (99.04%), error:       331.93079, best error:       329.36633 on epoch:    88, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 788.4475708008s, input_fired_time: 9.0167255402, output_fired_time: 9.2609224319, propagate_forward_time: 294.5133972168, propagate_backward_time: 466.3044433594, weight_update_time: 0.8543105125, other_time: 9.3520812988
epoch time: 61.5189743042s, input_fired_time: 1.1280950308, output_fired_time: 0.0000000000, propagate_forward_time: 58.7604751587, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6304054260
validation[          , genome 15416] predictions:    9904/  10000 (99.04%), best:    9904/10000 (99.04%), error:       339.36716, best error:       329.36633 on epoch:    88, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 788.5137329102s, input_fired_time: 8.9983005524, output_fired_time: 9.2829675674, propagate_forward_time: 294.3689575195, propagate_backward_time: 466.5679321289, weight_update_time: 0.8494461775, other_time: 9.2955932617
epoch time: 60.7433662415s, input_fired_time: 1.1090710163, output_fired_time: 0.0000000000, propagate_forward_time: 58.0006408691, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6336555481
validation[          , genome 15416] predictions:    9905/  10000 (99.05%), best:    9904/10000 (99.04%), error:       333.91458, best error:       329.36633 on epoch:    88, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 787.7815551758s, input_fired_time: 8.9734086990, output_fired_time: 9.2758474350, propagate_forward_time: 293.8523864746, propagate_backward_time: 466.4164428711, weight_update_time: 0.8418570161, other_time: 9.2635192871
epoch time: 60.9619636536s, input_fired_time: 1.1143938303, output_fired_time: 0.0000000000, propagate_forward_time: 58.1831130981, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6644554138
validation[          , genome 15416] predictions:    9912/  10000 (99.12%), best:    9904/10000 (99.04%), error:       330.48917, best error:       329.36633 on epoch:    88, 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: 307.4548034668s, input_fired_time: 5.6205544472, output_fired_time: 0.0000000000, propagate_forward_time: 293.4675903320, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 8.3666687012
best training[          , genome 15416] predictions:   49999/  50000 (100.00%), best:    9904/10000 (99.04%), error:       141.69321, best error:       329.36633 on epoch:    88, 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: 61.5177917480s, input_fired_time: 1.1089006662, output_fired_time: 0.0000000000, propagate_forward_time: 58.7600708008, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.6488189697
   testing[          , genome 15416] predictions:    9905/  10000 (99.05%), best:    9904/10000 (99.04%), error:       296.29807, best error:       329.36633 on epoch:    88, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
15:58:25 (3632): called boinc_finish(0)

</stderr_txt>
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