Nameexact_genome_1512735002_41_22731_0
Workunit2684923
Created17 Dec 2017, 9:12:10 UTC
Sent17 Dec 2017, 9:28:02 UTC
Report deadline28 Jan 2018, 21:47:35 UTC
Received20 Dec 2017, 18:22:50 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID57927
Run time19 hours 45 min 16 sec
CPU time19 hours 43 min 16 sec
Validate stateInitial
Credit0.00
Device peak FLOPS3.39 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.33
Peak working set size166.24 MB
Peak swap size167.79 MB
Peak disk usage2.75 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
time: 46.9093170166, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0715217590
validation[          , genome 22731] predictions:    9774/  10000 (97.74%), best:    9826/10000 (98.26%), error:       691.38379, best error:       544.23737 on epoch:     9, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 653.3175048828s, input_fired_time: 6.7136840820, output_fired_time: 5.5810370445, propagate_forward_time: 237.0442199707, propagate_backward_time: 397.7041931152, weight_update_time: 0.6211836338, other_time: 6.2743530273
epoch time: 48.8153686523s, input_fired_time: 0.7283516526, output_fired_time: 0.0000000000, propagate_forward_time: 47.0158042908, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0712127686
validation[          , genome 22731] predictions:    9800/  10000 (98.00%), best:    9826/10000 (98.26%), error:       651.27386, best error:       544.23737 on epoch:     9, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 649.5634765625s, input_fired_time: 6.6567420959, output_fired_time: 5.5486617088, propagate_forward_time: 235.8966979980, propagate_backward_time: 395.2350769043, weight_update_time: 0.6107823849, other_time: 6.2263183594
epoch time: 49.0148048401s, input_fired_time: 0.7317488194, output_fired_time: 0.0000000000, propagate_forward_time: 47.1904907227, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0925636292
validation[          , genome 22731] predictions:    9820/  10000 (98.20%), best:    9826/10000 (98.26%), error:       597.62543, best error:       544.23737 on epoch:     9, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 654.1094360352s, input_fired_time: 6.6974439621, output_fired_time: 5.5532174110, propagate_forward_time: 237.7787475586, propagate_backward_time: 397.8471679688, weight_update_time: 0.6159275174, other_time: 6.2328491211
epoch time: 49.3222122192s, input_fired_time: 0.7344023585, output_fired_time: 0.0000000000, propagate_forward_time: 47.5041313171, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0836791992
validation[          , genome 22731] predictions:    9838/  10000 (98.38%), best:    9838/10000 (98.38%), error:       495.92029, best error:       495.92029 on epoch:    17, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 653.4667358398s, input_fired_time: 6.7133340836, output_fired_time: 5.5651664734, propagate_forward_time: 237.4120788574, propagate_backward_time: 397.5587158203, weight_update_time: 0.6150485873, other_time: 6.2174377441
epoch time: 49.4993705750s, input_fired_time: 0.7403204441, output_fired_time: 0.0000000000, propagate_forward_time: 47.6742515564, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0847969055
validation[          , genome 22731] predictions:    9818/  10000 (98.18%), best:    9838/10000 (98.38%), error:       604.47815, best error:       495.92029 on epoch:    17, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 652.7615966797s, input_fired_time: 6.7144703865, output_fired_time: 5.5499963760, propagate_forward_time: 237.1809692383, propagate_backward_time: 397.0895080566, weight_update_time: 0.6146395206, other_time: 6.2266540527
epoch time: 48.7870025635s, input_fired_time: 0.7299117446, output_fired_time: 0.0000000000, propagate_forward_time: 46.9856338501, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0714569092
validation[          , genome 22731] predictions:    9865/  10000 (98.65%), best:    9865/10000 (98.65%), error:       453.84973, best error:       453.84973 on epoch:    19, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 648.7294311523s, input_fired_time: 6.6674475670, output_fired_time: 5.5386776924, propagate_forward_time: 235.4845428467, propagate_backward_time: 394.8356323242, weight_update_time: 0.6109468341, other_time: 6.2031250000
epoch time: 49.4217414856s, input_fired_time: 0.7398071885, output_fired_time: 0.0000000000, propagate_forward_time: 47.6147384644, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0671958923
validation[          , genome 22731] predictions:    9854/  10000 (98.54%), best:    9854/10000 (98.54%), error:       439.85034, best error:       439.85034 on epoch:    20, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 649.6400146484s, input_fired_time: 6.6741933823, output_fired_time: 5.5274810791, propagate_forward_time: 236.0705413818, propagate_backward_time: 395.1522216797, weight_update_time: 0.6117001176, other_time: 6.2155761719
epoch time: 48.8321685791s, input_fired_time: 0.7435351014, output_fired_time: 0.0000000000, propagate_forward_time: 47.0069503784, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0816841125
validation[          , genome 22731] predictions:    9843/  10000 (98.43%), best:    9854/10000 (98.54%), error:       500.85342, best error:       439.85034 on epoch:    20, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 648.6661376953s, input_fired_time: 6.6690559387, output_fired_time: 5.5302014351, propagate_forward_time: 235.5787200928, propagate_backward_time: 394.6685485840, weight_update_time: 0.6113591790, other_time: 6.2195739746
epoch time: 48.8025894165s, input_fired_time: 0.7394723296, output_fired_time: 0.0000000000, propagate_forward_time: 46.9872207642, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0758972168
validation[          , genome 22731] predictions:    9819/  10000 (98.19%), best:    9854/10000 (98.54%), error:       570.76031, best error:       439.85034 on epoch:    20, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 649.2897949219s, input_fired_time: 6.6895947456, output_fired_time: 5.5320305824, propagate_forward_time: 235.8344268799, propagate_backward_time: 394.9994201660, weight_update_time: 0.6157880425, other_time: 6.2343444824
epoch time: 49.2440261841s, input_fired_time: 0.7368385792, output_fired_time: 0.0000000000, propagate_forward_time: 47.4268112183, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0803756714
validation[          , genome 22731] predictions:    9837/  10000 (98.37%), best:    9854/10000 (98.54%), error:       494.29642, best error:       439.85034 on epoch:    20, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 652.6573486328s, input_fired_time: 6.7142944336, output_fired_time: 5.5423393250, propagate_forward_time: 237.1954345703, propagate_backward_time: 396.9770202637, weight_update_time: 0.6153819561, other_time: 6.2282409668
epoch time: 49.2533569336s, input_fired_time: 0.7396749258, output_fired_time: 0.0000000000, propagate_forward_time: 47.4238014221, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0898818970
validation[          , genome 22731] predictions:    9844/  10000 (98.44%), best:    9854/10000 (98.54%), error:       511.09299, best error:       439.85034 on epoch:    20, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 653.1290283203s, input_fired_time: 6.7390575409, output_fired_time: 5.5635447502, propagate_forward_time: 237.2280578613, propagate_backward_time: 397.3720703125, weight_update_time: 0.6158152223, other_time: 6.2262878418
epoch time: 49.3457031250s, input_fired_time: 0.7407656312, output_fired_time: 0.0000000000, propagate_forward_time: 47.5133666992, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0915718079
validation[          , genome 22731] predictions:    9832/  10000 (98.32%), best:    9854/10000 (98.54%), error:       542.27264, best error:       439.85034 on epoch:    20, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 652.7407226562s, input_fired_time: 6.7227373123, output_fired_time: 5.5433702469, propagate_forward_time: 237.2273712158, propagate_backward_time: 397.0292053223, weight_update_time: 0.6142473817, other_time: 6.2180480957
epoch time: 49.3433647156s, input_fired_time: 0.7447149158, output_fired_time: 0.0000000000, propagate_forward_time: 47.5058517456, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0927963257
validation[          , genome 22731] predictions:    9823/  10000 (98.23%), best:    9854/10000 (98.54%), error:       529.65643, best error:       439.85034 on epoch:    20, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 650.0378417969s, input_fired_time: 6.7088589668, output_fired_time: 5.5526080132, propagate_forward_time: 236.0310058594, propagate_backward_time: 395.4948730469, weight_update_time: 0.6133477092, other_time: 6.2504882812
epoch time: 48.8521499634s, input_fired_time: 0.7404596806, output_fired_time: 0.0000000000, propagate_forward_time: 47.0354537964, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0762367249
validation[          , genome 22731] predictions:    9832/  10000 (98.32%), best:    9854/10000 (98.54%), error:       549.69458, best error:       439.85034 on epoch:    20, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 652.4467773438s, input_fired_time: 6.7144923210, output_fired_time: 5.5220818520, propagate_forward_time: 237.2992095947, propagate_backward_time: 396.6905517578, weight_update_time: 0.6156377196, other_time: 6.2204589844
epoch time: 49.3299636841s, input_fired_time: 0.7454892993, output_fired_time: 0.0000000000, propagate_forward_time: 47.4991683960, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0853042603
validation[          , genome 22731] predictions:    9848/  10000 (98.48%), best:    9854/10000 (98.54%), error:       533.22552, best error:       439.85034 on epoch:    20, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 653.5623779297s, input_fired_time: 6.7574248314, output_fired_time: 5.5658855438, propagate_forward_time: 237.5018920898, propagate_backward_time: 397.5067749023, weight_update_time: 0.6157947779, other_time: 6.2304077148
epoch time: 49.4180221558s, input_fired_time: 0.7466320992, output_fired_time: 0.0000000000, propagate_forward_time: 47.5972824097, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0741081238
validation[          , genome 22731] predictions:    9865/  10000 (98.65%), best:    9854/10000 (98.54%), error:       450.18979, best error:       439.85034 on epoch:    20, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 654.0067749023s, input_fired_time: 6.7561082840, output_fired_time: 5.5493927002, propagate_forward_time: 237.8065490723, propagate_backward_time: 397.6668701172, weight_update_time: 0.6168491244, other_time: 6.2278747559
epoch time: 49.3267364502s, input_fired_time: 0.7438473701, output_fired_time: 0.0000000000, propagate_forward_time: 47.4976196289, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0852699280
validation[          , genome 22731] predictions:    9803/  10000 (98.03%), best:    9854/10000 (98.54%), error:       575.12177, best error:       439.85034 on epoch:    20, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 653.0922851562s, input_fired_time: 6.7466697693, output_fired_time: 5.5334148407, propagate_forward_time: 237.3243408203, propagate_backward_time: 397.2585754395, weight_update_time: 0.6152235866, other_time: 6.2293395996
epoch time: 49.1327400208s, input_fired_time: 0.7503761649, output_fired_time: 0.0000000000, propagate_forward_time: 47.2961921692, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0861701965
validation[          , genome 22731] predictions:    9878/  10000 (98.78%), best:    9878/10000 (98.78%), error:       414.61438, best error:       414.61438 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 652.0537719727s, input_fired_time: 6.7535557747, output_fired_time: 5.5539817810, propagate_forward_time: 236.8207550049, propagate_backward_time: 396.7099304199, weight_update_time: 0.6182084680, other_time: 6.2156066895
epoch time: 49.7945976257s, input_fired_time: 0.7544404864, output_fired_time: 0.0000000000, propagate_forward_time: 47.9554824829, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0846748352
validation[          , genome 22731] predictions:    9833/  10000 (98.33%), best:    9878/10000 (98.78%), error:       533.90125, best error:       414.61438 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 654.9197387695s, input_fired_time: 6.7725124359, output_fired_time: 5.5797734261, propagate_forward_time: 238.0945434570, propagate_backward_time: 398.2363586426, weight_update_time: 0.6145849228, other_time: 6.2365417480
epoch time: 49.3164710999s, input_fired_time: 0.7491902709, output_fired_time: 0.0000000000, propagate_forward_time: 47.4828758240, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0844039917
validation[          , genome 22731] predictions:    9840/  10000 (98.40%), best:    9878/10000 (98.78%), error:       477.91278, best error:       414.61438 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 653.5601806641s, input_fired_time: 6.7639303207, output_fired_time: 5.5509228706, propagate_forward_time: 237.6052551270, propagate_backward_time: 397.4153442383, weight_update_time: 0.6171525717, other_time: 6.2247619629
epoch time: 49.3259544373s, input_fired_time: 0.7487392426, output_fired_time: 0.0000000000, propagate_forward_time: 47.4933929443, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0838241577
validation[          , genome 22731] predictions:    9853/  10000 (98.53%), best:    9878/10000 (98.78%), error:       455.66766, best error:       414.61438 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 653.6437377930s, input_fired_time: 6.7618288994, output_fired_time: 5.5582909584, propagate_forward_time: 237.6597747803, propagate_backward_time: 397.4766845703, weight_update_time: 0.6140377522, other_time: 6.1871337891
epoch time: 49.9690170288s, input_fired_time: 0.7514002323, output_fired_time: 0.0000000000, propagate_forward_time: 48.1223068237, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0953102112
validation[          , genome 22731] predictions:    9841/  10000 (98.41%), best:    9878/10000 (98.78%), error:       529.99243, best error:       414.61438 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 653.4819335938s, input_fired_time: 6.7728571892, output_fired_time: 5.5640344620, propagate_forward_time: 237.5022735596, propagate_backward_time: 397.4301147461, weight_update_time: 0.6159690022, other_time: 6.2127075195
epoch time: 49.3183517456s, input_fired_time: 0.7490468621, output_fired_time: 0.0000000000, propagate_forward_time: 47.4957275391, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0735778809
validation[          , genome 22731] predictions:    9862/  10000 (98.62%), best:    9878/10000 (98.78%), error:       438.82678, best error:       414.61438 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 654.0449829102s, input_fired_time: 6.7765541077, output_fired_time: 5.5458192825, propagate_forward_time: 237.8948059082, propagate_backward_time: 397.6108703613, weight_update_time: 0.6167739034, other_time: 6.2169189453
epoch time: 49.3462142944s, input_fired_time: 0.7538338900, output_fired_time: 0.0000000000, propagate_forward_time: 47.5093307495, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0830497742
validation[          , genome 22731] predictions:    9791/  10000 (97.91%), best:    9878/10000 (98.78%), error:       624.32672, best error:       414.61438 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 654.1422119141s, input_fired_time: 6.7856822014, output_fired_time: 5.5459752083, propagate_forward_time: 237.9151611328, propagate_backward_time: 397.6942749023, weight_update_time: 0.6162976623, other_time: 6.2011108398
epoch time: 49.3512382507s, input_fired_time: 0.7529060245, output_fired_time: 0.0000000000, propagate_forward_time: 47.5173034668, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0810279846
validation[          , genome 22731] predictions:    9847/  10000 (98.47%), best:    9878/10000 (98.78%), error:       458.68597, best error:       414.61438 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 650.8619995117s, input_fired_time: 6.7645072937, output_fired_time: 5.5527844429, propagate_forward_time: 236.4235382080, propagate_backward_time: 395.9080200195, weight_update_time: 0.6132002473, other_time: 6.2131347656
epoch time: 49.1931533813s, input_fired_time: 0.7502668500, output_fired_time: 0.0000000000, propagate_forward_time: 47.3684616089, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0744247437
validation[          , genome 22731] predictions:    9875/  10000 (98.75%), best:    9875/10000 (98.75%), error:       396.74500, best error:       396.74500 on epoch:    39, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 653.9603271484s, input_fired_time: 6.7842259407, output_fired_time: 5.5366258621, propagate_forward_time: 237.8299102783, propagate_backward_time: 397.6158447266, weight_update_time: 0.6167285442, other_time: 6.1937255859
epoch time: 49.3346290588s, input_fired_time: 0.7513208985, output_fired_time: 0.0000000000, propagate_forward_time: 47.5149497986, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0683593750
validation[          , genome 22731] predictions:    9830/  10000 (98.30%), best:    9875/10000 (98.75%), error:       510.96298, best error:       396.74500 on epoch:    39, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 652.3464355469s, input_fired_time: 6.7879467010, output_fired_time: 5.5625295639, propagate_forward_time: 236.9733428955, propagate_backward_time: 396.7937011719, weight_update_time: 0.6151433587, other_time: 6.2289428711
epoch time: 49.3255310059s, input_fired_time: 0.7538598180, output_fired_time: 0.0000000000, propagate_forward_time: 47.4913673401, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0803031921
validation[          , genome 22731] predictions:    9879/  10000 (98.79%), best:    9875/10000 (98.75%), error:       408.08984, best error:       396.74500 on epoch:    39, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 653.4847412109s, input_fired_time: 6.7989282608, output_fired_time: 5.5595059395, propagate_forward_time: 237.4574584961, propagate_backward_time: 397.4308776855, weight_update_time: 0.6182118654, other_time: 6.2379455566
epoch time: 49.4046249390s, input_fired_time: 0.7557105422, output_fired_time: 0.0000000000, propagate_forward_time: 47.5633163452, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0855979919
validation[          , genome 22731] predictions:    9858/  10000 (98.58%), best:    9875/10000 (98.75%), error:       434.75803, best error:       396.74500 on epoch:    39, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 653.9497680664s, input_fired_time: 6.7946639061, output_fired_time: 5.5393662453, propagate_forward_time: 237.8784179688, propagate_backward_time: 397.5494995117, weight_update_time: 0.6156833768, other_time: 6.1878051758
epoch time: 49.3841705322s, input_fired_time: 0.7608989477, output_fired_time: 0.0000000000, propagate_forward_time: 47.5128669739, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1104049683
validation[          , genome 22731] predictions:    9882/  10000 (98.82%), best:    9882/10000 (98.82%), error:       361.81491, best error:       361.81491 on epoch:    43, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 652.1799926758s, input_fired_time: 6.8110823631, output_fired_time: 5.5394396782, propagate_forward_time: 236.9536743164, propagate_backward_time: 396.6705322266, weight_update_time: 0.6145735979, other_time: 6.2052612305
epoch time: 49.1388969421s, input_fired_time: 0.7591607571, output_fired_time: 0.0000000000, propagate_forward_time: 47.2998046875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0799331665
validation[          , genome 22731] predictions:    9877/  10000 (98.77%), best:    9882/10000 (98.82%), error:       378.91324, best error:       361.81491 on epoch:    43, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 650.9720458984s, input_fired_time: 6.7701497078, output_fired_time: 5.5435824394, propagate_forward_time: 236.4670410156, propagate_backward_time: 395.9914245605, weight_update_time: 0.6114720702, other_time: 6.1998596191
epoch time: 49.2825584412s, input_fired_time: 0.7519510388, output_fired_time: 0.0000000000, propagate_forward_time: 47.4463424683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0842666626
validation[          , genome 22731] predictions:    9869/  10000 (98.69%), best:    9882/10000 (98.82%), error:       398.03290, best error:       361.81491 on epoch:    43, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 650.9774780273s, input_fired_time: 6.7695035934, output_fired_time: 5.5479822159, propagate_forward_time: 236.2980194092, propagate_backward_time: 396.1540832520, weight_update_time: 0.6107562780, other_time: 6.2078552246
epoch time: 48.9854354858s, input_fired_time: 0.7542162538, output_fired_time: 0.0000000000, propagate_forward_time: 47.1429481506, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0882720947
validation[          , genome 22731] predictions:    9853/  10000 (98.53%), best:    9882/10000 (98.82%), error:       446.36365, best error:       361.81491 on epoch:    43, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 652.5786743164s, input_fired_time: 6.8005757332, output_fired_time: 5.5793280602, propagate_forward_time: 236.9983978271, propagate_backward_time: 396.9927673340, weight_update_time: 0.6130973101, other_time: 6.2075500488
epoch time: 49.2928771973s, input_fired_time: 0.7565246820, output_fired_time: 0.0000000000, propagate_forward_time: 47.4533882141, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0829658508
validation[          , genome 22731] predictions:    9862/  10000 (98.62%), best:    9882/10000 (98.82%), error:       415.06714, best error:       361.81491 on epoch:    43, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 652.9644775391s, input_fired_time: 6.7799601555, output_fired_time: 5.5142560005, propagate_forward_time: 237.3483886719, propagate_backward_time: 397.0751953125, weight_update_time: 0.6148035526, other_time: 6.2466430664
epoch time: 49.1500816345s, input_fired_time: 0.7514977455, output_fired_time: 0.0000000000, propagate_forward_time: 47.3219146729, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0766677856
validation[          , genome 22731] predictions:    9867/  10000 (98.67%), best:    9882/10000 (98.82%), error:       442.20789, best error:       361.81491 on epoch:    43, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 650.7454833984s, input_fired_time: 6.8243422508, output_fired_time: 5.5405120850, propagate_forward_time: 236.3424987793, propagate_backward_time: 395.8229980469, weight_update_time: 0.6132689118, other_time: 6.2151184082
epoch time: 49.2982406616s, input_fired_time: 0.7569261789, output_fired_time: 0.0000000000, propagate_forward_time: 47.4657096863, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0756034851
validation[          , genome 22731] predictions:    9873/  10000 (98.73%), best:    9882/10000 (98.82%), error:       424.18381, best error:       361.81491 on epoch:    43, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 654.1797485352s, input_fired_time: 6.8091039658, output_fired_time: 5.5468816757, propagate_forward_time: 237.8347320557, propagate_backward_time: 397.7464294434, weight_update_time: 0.6154261231, other_time: 6.2426452637
epoch time: 49.2959289551s, input_fired_time: 0.8012739420, output_fired_time: 0.0000000000, propagate_forward_time: 47.4145202637, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0801353455
validation[          , genome 22731] predictions:    9849/  10000 (98.49%), best:    9882/10000 (98.82%), error:       444.04007, best error:       361.81491 on epoch:    43, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 652.9849853516s, input_fired_time: 6.8238444328, output_fired_time: 5.5721821785, propagate_forward_time: 237.0427093506, propagate_backward_time: 397.3318176270, weight_update_time: 0.6129719019, other_time: 6.2143859863
epoch time: 48.7959098816s, input_fired_time: 0.7562791109, output_fired_time: 0.0000000000, propagate_forward_time: 46.9451255798, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0945053101
validation[          , genome 22731] predictions:    9886/  10000 (98.86%), best:    9882/10000 (98.82%), error:       375.44382, best error:       361.81491 on epoch:    43, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 653.2788085938s, input_fired_time: 6.8080353737, output_fired_time: 5.5373063087, propagate_forward_time: 237.3959960938, propagate_backward_time: 397.3117980957, weight_update_time: 0.6146925092, other_time: 6.2256774902
epoch time: 49.3193931580s, input_fired_time: 0.7579568028, output_fired_time: 0.0000000000, propagate_forward_time: 47.4872665405, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0741691589
validation[          , genome 22731] predictions:    9870/  10000 (98.70%), best:    9882/10000 (98.82%), error:       391.40790, best error:       361.81491 on epoch:    43, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 654.1578369141s, input_fired_time: 6.8184762001, output_fired_time: 5.5288882256, propagate_forward_time: 238.0004730225, propagate_backward_time: 397.5941467285, weight_update_time: 0.6161914468, other_time: 6.2158508301
epoch time: 49.5117416382s, input_fired_time: 0.7607362866, output_fired_time: 0.0000000000, propagate_forward_time: 47.6391983032, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1118087769
validation[          , genome 22731] predictions:    9889/  10000 (98.89%), best:    9882/10000 (98.82%), error:       367.29980, best error:       361.81491 on epoch:    43, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 649.6936645508s, input_fired_time: 6.8599786758, output_fired_time: 5.5369124413, propagate_forward_time: 235.7771606445, propagate_backward_time: 395.2612304688, weight_update_time: 0.6107025146, other_time: 6.2583618164
epoch time: 50.3155555725s, input_fired_time: 0.7672446966, output_fired_time: 0.0000000000, propagate_forward_time: 48.4381065369, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1102027893
validation[          , genome 22731] predictions:    9894/  10000 (98.94%), best:    9894/10000 (98.94%), error:       346.34622, best error:       346.34622 on epoch:    54, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 651.8838500977s, input_fired_time: 6.8002414703, output_fired_time: 5.5412459373, propagate_forward_time: 236.7492065430, propagate_backward_time: 396.5637817383, weight_update_time: 0.6097585559, other_time: 6.2293701172
epoch time: 49.1147422791s, input_fired_time: 0.7694981098, output_fired_time: 0.0000000000, propagate_forward_time: 47.2461471558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0990982056
validation[          , genome 22731] predictions:    9858/  10000 (98.58%), best:    9894/10000 (98.94%), error:       465.69928, best error:       346.34622 on epoch:    54, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 650.8173828125s, input_fired_time: 6.8315482140, output_fired_time: 5.5550117493, propagate_forward_time: 236.3444366455, propagate_backward_time: 395.8885192871, weight_update_time: 0.6108212471, other_time: 6.1979064941
epoch time: 48.6926498413s, input_fired_time: 0.7585680485, output_fired_time: 0.0000000000, propagate_forward_time: 46.8535041809, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0805778503
validation[          , genome 22731] predictions:    9883/  10000 (98.83%), best:    9894/10000 (98.94%), error:       364.75864, best error:       346.34622 on epoch:    54, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 648.6195068359s, input_fired_time: 6.7999439240, output_fired_time: 5.5174927711, propagate_forward_time: 235.3662567139, propagate_backward_time: 394.6813354492, weight_update_time: 0.6104305387, other_time: 6.2544555664
epoch time: 49.2562866211s, input_fired_time: 0.7721525431, output_fired_time: 0.0000000000, propagate_forward_time: 47.4001579285, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0839767456
validation[          , genome 22731] predictions:    9882/  10000 (98.82%), best:    9894/10000 (98.94%), error:       359.28653, best error:       346.34622 on epoch:    54, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 651.0808715820s, input_fired_time: 6.8033175468, output_fired_time: 5.5492630005, propagate_forward_time: 236.2998809814, propagate_backward_time: 396.2157287598, weight_update_time: 0.6132718921, other_time: 6.2126770020
epoch time: 49.1926155090s, input_fired_time: 0.7625427246, output_fired_time: 0.0000000000, propagate_forward_time: 47.3479881287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0820846558
validation[          , genome 22731] predictions:    9892/  10000 (98.92%), best:    9894/10000 (98.94%), error:       363.79999, best error:       346.34622 on epoch:    54, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 652.1639404297s, input_fired_time: 6.8592357635, output_fired_time: 5.5735373497, propagate_forward_time: 236.8304595947, propagate_backward_time: 396.6656494141, weight_update_time: 0.6141136289, other_time: 6.2350463867
epoch time: 49.3253059387s, input_fired_time: 0.7665594220, output_fired_time: 0.0000000000, propagate_forward_time: 47.4784622192, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0802841187
validation[          , genome 22731] predictions:    9877/  10000 (98.77%), best:    9877/10000 (98.77%), error:       344.08096, best error:       344.08096 on epoch:    59, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 654.0683593750s, input_fired_time: 6.8390951157, output_fired_time: 5.5760078430, propagate_forward_time: 237.5847473145, propagate_backward_time: 397.8827819824, weight_update_time: 0.6134990454, other_time: 6.1857299805
epoch time: 49.3173065186s, input_fired_time: 0.7649115920, output_fired_time: 0.0000000000, propagate_forward_time: 47.4678955078, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0844993591
validation[          , genome 22731] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       342.71292, best error:       342.71292 on epoch:    60, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 652.9256591797s, input_fired_time: 6.8348798752, output_fired_time: 5.5190386772, propagate_forward_time: 237.3877105713, propagate_backward_time: 396.9589233398, weight_update_time: 0.6139706969, other_time: 6.2250976562
epoch time: 49.0622177124s, input_fired_time: 0.7670066357, output_fired_time: 0.0000000000, propagate_forward_time: 47.2012176514, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0939941406
validation[          , genome 22731] predictions:    9890/  10000 (98.90%), best:    9889/10000 (98.89%), error:       359.16251, best error:       342.71292 on epoch:    60, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 651.6469116211s, input_fired_time: 6.8331861496, output_fired_time: 5.5466694832, propagate_forward_time: 236.7470855713, propagate_backward_time: 396.3020019531, weight_update_time: 0.6130702496, other_time: 6.2179565430
epoch time: 49.4138069153s, input_fired_time: 0.7604975104, output_fired_time: 0.0000000000, propagate_forward_time: 47.5629920959, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0903167725
validation[          , genome 22731] predictions:    9872/  10000 (98.72%), best:    9889/10000 (98.89%), error:       403.60339, best error:       342.71292 on epoch:    60, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 650.9274291992s, input_fired_time: 6.8285689354, output_fired_time: 5.5463676453, propagate_forward_time: 236.2726898193, propagate_backward_time: 396.0356445312, weight_update_time: 0.6113698483, other_time: 6.2441406250
epoch time: 48.8650741577s, input_fired_time: 0.7623116970, output_fired_time: 0.0000000000, propagate_forward_time: 47.0132179260, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0895462036
validation[          , genome 22731] predictions:    9870/  10000 (98.70%), best:    9889/10000 (98.89%), error:       407.54614, best error:       342.71292 on epoch:    60, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 650.1083374023s, input_fired_time: 6.8195614815, output_fired_time: 5.5216436386, propagate_forward_time: 236.0770568848, propagate_backward_time: 395.4495239258, weight_update_time: 0.6153144836, other_time: 6.2405090332
epoch time: 48.9802360535s, input_fired_time: 0.7616667747, output_fired_time: 0.0000000000, propagate_forward_time: 47.1501617432, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0684089661
validation[          , genome 22731] predictions:    9883/  10000 (98.83%), best:    9889/10000 (98.89%), error:       344.77454, best error:       342.71292 on epoch:    60, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 649.4185791016s, input_fired_time: 6.7952361107, output_fired_time: 5.5570535660, propagate_forward_time: 235.5564270020, propagate_backward_time: 395.3164672852, weight_update_time: 0.6114470363, other_time: 6.1933898926
epoch time: 48.9453315735s, input_fired_time: 0.7651904821, output_fired_time: 0.0000000000, propagate_forward_time: 47.1007270813, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0794143677
validation[          , genome 22731] predictions:    9888/  10000 (98.88%), best:    9889/10000 (98.89%), error:       359.33832, best error:       342.71292 on epoch:    60, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 652.3468627930s, input_fired_time: 6.8758435249, output_fired_time: 5.5654940605, propagate_forward_time: 236.9134521484, propagate_backward_time: 396.7862548828, weight_update_time: 0.6132742763, other_time: 6.2058105469
epoch time: 49.5383529663s, input_fired_time: 0.7734518647, output_fired_time: 0.0000000000, propagate_forward_time: 47.6530952454, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1118049622
validation[          , genome 22731] predictions:    9884/  10000 (98.84%), best:    9889/10000 (98.89%), error:       356.61157, best error:       342.71292 on epoch:    60, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 651.2653808594s, input_fired_time: 6.8161792755, output_fired_time: 5.5349469185, propagate_forward_time: 236.5855255127, propagate_backward_time: 396.0986328125, weight_update_time: 0.6176440120, other_time: 6.2301025391
epoch time: 49.3084716797s, input_fired_time: 0.7649580240, output_fired_time: 0.0000000000, propagate_forward_time: 47.4695587158, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0739555359
validation[          , genome 22731] predictions:    9875/  10000 (98.75%), best:    9889/10000 (98.89%), error:       397.10327, best error:       342.71292 on epoch:    60, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 648.8931884766s, input_fired_time: 6.8064727783, output_fired_time: 5.5343880653, propagate_forward_time: 235.5897369385, propagate_backward_time: 394.7602539062, weight_update_time: 0.6113319397, other_time: 6.2023925781
epoch time: 49.4033317566s, input_fired_time: 0.7670568228, output_fired_time: 0.0000000000, propagate_forward_time: 47.5168457031, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1194305420
validation[          , genome 22731] predictions:    9896/  10000 (98.96%), best:    9896/10000 (98.96%), error:       329.05112, best error:       329.05112 on epoch:    68, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 653.0446777344s, input_fired_time: 6.8372173309, output_fired_time: 5.5727381706, propagate_forward_time: 237.2147827148, propagate_backward_time: 397.1589050293, weight_update_time: 0.6137974262, other_time: 6.2610168457
epoch time: 49.3131675720s, input_fired_time: 0.7700620890, output_fired_time: 0.0000000000, propagate_forward_time: 47.4601898193, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0829162598
validation[          , genome 22731] predictions:    9881/  10000 (98.81%), best:    9896/10000 (98.96%), error:       360.44998, best error:       329.05112 on epoch:    68, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 650.4290161133s, input_fired_time: 6.8570303917, output_fired_time: 5.5258908272, propagate_forward_time: 236.1314239502, propagate_backward_time: 395.6951904297, weight_update_time: 0.6113061905, other_time: 6.2194824219
epoch time: 48.8385581970s, input_fired_time: 0.7613353729, output_fired_time: 0.0000000000, propagate_forward_time: 46.9863471985, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0908775330
validation[          , genome 22731] predictions:    9874/  10000 (98.74%), best:    9896/10000 (98.96%), error:       390.86572, best error:       329.05112 on epoch:    68, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 652.4536132812s, input_fired_time: 6.8518853188, output_fired_time: 5.5497393608, propagate_forward_time: 237.0435791016, propagate_backward_time: 396.7951660156, weight_update_time: 0.6143348217, other_time: 6.2132568359
epoch time: 49.3496704102s, input_fired_time: 0.7677509785, output_fired_time: 0.0000000000, propagate_forward_time: 47.4819641113, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0999565125
validation[          , genome 22731] predictions:    9890/  10000 (98.90%), best:    9896/10000 (98.96%), error:       364.93109, best error:       329.05112 on epoch:    68, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 653.5848999023s, input_fired_time: 6.8626751900, output_fired_time: 5.5654425621, propagate_forward_time: 237.5509796143, propagate_backward_time: 397.3678894043, weight_update_time: 0.6168416739, other_time: 6.2379455566
epoch time: 49.3633918762s, input_fired_time: 0.7677217126, output_fired_time: 0.0000000000, propagate_forward_time: 47.5079498291, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0877189636
validation[          , genome 22731] predictions:    9879/  10000 (98.79%), best:    9896/10000 (98.96%), error:       377.34140, best error:       329.05112 on epoch:    68, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 654.1483764648s, input_fired_time: 6.8595285416, output_fired_time: 5.5431227684, propagate_forward_time: 237.8619384766, propagate_backward_time: 397.6855468750, weight_update_time: 0.6152489781, other_time: 6.1981811523
epoch time: 49.3338546753s, input_fired_time: 0.7678767443, output_fired_time: 0.0000000000, propagate_forward_time: 47.4945182800, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0714607239
validation[          , genome 22731] predictions:    9873/  10000 (98.73%), best:    9896/10000 (98.96%), error:       396.02954, best error:       329.05112 on epoch:    68, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 651.8442382812s, input_fired_time: 6.8341603279, output_fired_time: 5.5307712555, propagate_forward_time: 236.9375457764, propagate_backward_time: 396.3157653809, weight_update_time: 0.6128047705, other_time: 6.2259826660
epoch time: 49.1007499695s, input_fired_time: 0.7838671207, output_fired_time: 0.0000000000, propagate_forward_time: 47.2542533875, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0626296997
validation[          , genome 22731] predictions:    9889/  10000 (98.89%), best:    9896/10000 (98.96%), error:       360.55396, best error:       329.05112 on epoch:    68, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 651.5404052734s, input_fired_time: 6.8590116501, output_fired_time: 5.5574784279, propagate_forward_time: 236.4761962891, propagate_backward_time: 396.4082641602, weight_update_time: 0.6131145954, other_time: 6.2394409180
epoch time: 48.8362312317s, input_fired_time: 0.7683929205, output_fired_time: 0.0000000000, propagate_forward_time: 46.9950561523, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0727806091
validation[          , genome 22731] predictions:    9877/  10000 (98.77%), best:    9896/10000 (98.96%), error:       362.96252, best error:       329.05112 on epoch:    68, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 650.6424560547s, input_fired_time: 6.8318152428, output_fired_time: 5.5387206078, propagate_forward_time: 236.2866516113, propagate_backward_time: 395.7561035156, weight_update_time: 0.6098422408, other_time: 6.2292175293
epoch time: 49.3533630371s, input_fired_time: 0.7674546242, output_fired_time: 0.0000000000, propagate_forward_time: 47.5144996643, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0714073181
validation[          , genome 22731] predictions:    9900/  10000 (99.00%), best:    9896/10000 (98.96%), error:       336.59482, best error:       329.05112 on epoch:    68, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 652.5736083984s, input_fired_time: 6.8473696709, output_fired_time: 5.5424480438, propagate_forward_time: 237.1855773926, propagate_backward_time: 396.8003540039, weight_update_time: 0.6142786145, other_time: 6.1979064941
epoch time: 49.5422744751s, input_fired_time: 0.7730031610, output_fired_time: 0.0000000000, propagate_forward_time: 47.6789588928, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0903129578
validation[          , genome 22731] predictions:    9892/  10000 (98.92%), best:    9896/10000 (98.96%), error:       340.36160, best error:       329.05112 on epoch:    68, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 653.0398559570s, input_fired_time: 6.8692421913, output_fired_time: 5.5947856903, propagate_forward_time: 237.1529083252, propagate_backward_time: 397.1663513184, weight_update_time: 0.6154472232, other_time: 6.2565612793
epoch time: 49.2366294861s, input_fired_time: 0.7666301727, output_fired_time: 0.0000000000, propagate_forward_time: 47.3900260925, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0799751282
validation[          , genome 22731] predictions:    9887/  10000 (98.87%), best:    9896/10000 (98.96%), error:       360.86307, best error:       329.05112 on epoch:    68, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 649.9276123047s, input_fired_time: 6.8465924263, output_fired_time: 5.5515704155, propagate_forward_time: 235.9005126953, propagate_backward_time: 395.3707885742, weight_update_time: 0.6337645650, other_time: 6.2581176758
epoch time: 49.5045509338s, input_fired_time: 0.7746847272, output_fired_time: 0.0000000000, propagate_forward_time: 47.6362037659, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0936622620
validation[          , genome 22731] predictions:    9891/  10000 (98.91%), best:    9896/10000 (98.96%), error:       354.60843, best error:       329.05112 on epoch:    68, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 649.8284301758s, input_fired_time: 6.8560242653, output_fired_time: 5.5219669342, propagate_forward_time: 236.0939178467, propagate_backward_time: 395.1382751465, weight_update_time: 0.6111161709, other_time: 6.2182312012
epoch time: 49.0286712646s, input_fired_time: 0.7718236446, output_fired_time: 0.0000000000, propagate_forward_time: 47.1479606628, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1088867188
validation[          , genome 22731] predictions:    9893/  10000 (98.93%), best:    9896/10000 (98.96%), error:       336.36014, best error:       329.05112 on epoch:    68, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 650.2803344727s, input_fired_time: 6.8646898270, output_fired_time: 5.5507383347, propagate_forward_time: 236.0760345459, propagate_backward_time: 395.5566406250, weight_update_time: 0.6148055196, other_time: 6.2322387695
epoch time: 49.2444725037s, input_fired_time: 0.7766393423, output_fired_time: 0.0000000000, propagate_forward_time: 47.3303070068, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1375274658
validation[          , genome 22731] predictions:    9883/  10000 (98.83%), best:    9896/10000 (98.96%), error:       369.97668, best error:       329.05112 on epoch:    68, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 652.1979980469s, input_fired_time: 6.8429803848, output_fired_time: 5.5192260742, propagate_forward_time: 237.1313781738, propagate_backward_time: 396.4644165039, weight_update_time: 0.6136091948, other_time: 6.2400207520
epoch time: 49.2073745728s, input_fired_time: 0.7674686313, output_fired_time: 0.0000000000, propagate_forward_time: 47.3601722717, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0797348022
validation[          , genome 22731] predictions:    9893/  10000 (98.93%), best:    9896/10000 (98.96%), error:       334.66690, best error:       329.05112 on epoch:    68, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 653.9013671875s, input_fired_time: 6.8644189835, output_fired_time: 5.5184907913, propagate_forward_time: 237.7661132812, propagate_backward_time: 397.5006408691, weight_update_time: 0.6147246957, other_time: 6.2516784668
epoch time: 49.2264289856s, input_fired_time: 0.7704784870, output_fired_time: 0.0000000000, propagate_forward_time: 47.3738212585, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0821304321
validation[          , genome 22731] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       327.22525, best error:       327.22525 on epoch:    83, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 651.5691528320s, input_fired_time: 6.8630261421, output_fired_time: 5.5524210930, propagate_forward_time: 236.5171508789, propagate_backward_time: 396.4303894043, weight_update_time: 0.6159169078, other_time: 6.2061462402
epoch time: 49.0032310486s, input_fired_time: 0.7744184732, output_fired_time: 0.0000000000, propagate_forward_time: 47.1352577209, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0935554504
validation[          , genome 22731] predictions:    9897/  10000 (98.97%), best:    9889/10000 (98.89%), error:       338.78162, best error:       327.22525 on epoch:    83, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 653.5904541016s, input_fired_time: 6.8836879730, output_fired_time: 5.5412530899, propagate_forward_time: 237.5810699463, propagate_backward_time: 397.3528747559, weight_update_time: 0.6148117781, other_time: 6.2315979004
epoch time: 49.3426132202s, input_fired_time: 0.7734785080, output_fired_time: 0.0000000000, propagate_forward_time: 47.4870109558, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0821228027
validation[          , genome 22731] predictions:    9891/  10000 (98.91%), best:    9889/10000 (98.89%), error:       328.87000, best error:       327.22525 on epoch:    83, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 653.2807617188s, input_fired_time: 6.8812956810, output_fired_time: 5.5605983734, propagate_forward_time: 237.4322662354, propagate_backward_time: 397.2041625977, weight_update_time: 0.6143386364, other_time: 6.2024536133
epoch time: 49.7239456177s, input_fired_time: 0.7988712192, output_fired_time: 0.0000000000, propagate_forward_time: 47.8389587402, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0861167908
validation[          , genome 22731] predictions:    9878/  10000 (98.78%), best:    9889/10000 (98.89%), error:       382.74432, best error:       327.22525 on epoch:    83, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 652.4520874023s, input_fired_time: 6.8685655594, output_fired_time: 5.5423521996, propagate_forward_time: 237.1522827148, propagate_backward_time: 396.6872253418, weight_update_time: 0.6158818603, other_time: 6.2016296387
epoch time: 49.3286056519s, input_fired_time: 0.7723539472, output_fired_time: 0.0000000000, propagate_forward_time: 47.4696235657, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0866279602
validation[          , genome 22731] predictions:    9888/  10000 (98.88%), best:    9889/10000 (98.89%), error:       336.48938, best error:       327.22525 on epoch:    83, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 651.9802246094s, input_fired_time: 6.8574533463, output_fired_time: 5.5423321724, propagate_forward_time: 236.8765411377, propagate_backward_time: 396.4713439941, weight_update_time: 0.6119277477, other_time: 6.2325134277
epoch time: 49.2581367493s, input_fired_time: 0.7945737839, output_fired_time: 0.0000000000, propagate_forward_time: 47.3761138916, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0874481201
validation[          , genome 22731] predictions:    9892/  10000 (98.92%), best:    9889/10000 (98.89%), error:       343.44159, best error:       327.22525 on epoch:    83, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 652.2803955078s, input_fired_time: 6.8725748062, output_fired_time: 5.5421781540, propagate_forward_time: 236.9686126709, propagate_backward_time: 396.6799926758, weight_update_time: 0.6125550866, other_time: 6.2170410156
epoch time: 49.3594360352s, input_fired_time: 0.7745279670, output_fired_time: 0.0000000000, propagate_forward_time: 47.4975013733, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0874061584
validation[          , genome 22731] predictions:    9887/  10000 (98.87%), best:    9889/10000 (98.89%), error:       374.12949, best error:       327.22525 on epoch:    83, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 652.7614746094s, input_fired_time: 6.8892955780, output_fired_time: 5.5613775253, propagate_forward_time: 237.1323242188, propagate_backward_time: 396.9944152832, weight_update_time: 0.6135562062, other_time: 6.1840515137
epoch time: 49.3272819519s, input_fired_time: 0.7732084990, output_fired_time: 0.0000000000, propagate_forward_time: 47.4722213745, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0818519592
validation[          , genome 22731] predictions:    9884/  10000 (98.84%), best:    9889/10000 (98.89%), error:       343.59033, best error:       327.22525 on epoch:    83, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 652.6756591797s, input_fired_time: 6.8803062439, output_fired_time: 5.5594429970, propagate_forward_time: 236.9508972168, propagate_backward_time: 397.0626831055, weight_update_time: 0.6177521944, other_time: 6.2223205566
epoch time: 49.7270889282s, input_fired_time: 0.7745234966, output_fired_time: 0.0000000000, propagate_forward_time: 47.8656730652, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0868911743
validation[          , genome 22731] predictions:    9874/  10000 (98.74%), best:    9889/10000 (98.89%), error:       401.22043, best error:       327.22525 on epoch:    83, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 653.1580810547s, input_fired_time: 6.8891077042, output_fired_time: 5.5587077141, propagate_forward_time: 237.3300323486, propagate_backward_time: 397.1622924805, weight_update_time: 0.6147657037, other_time: 6.2179565430
epoch time: 49.2982711792s, input_fired_time: 0.7718417048, output_fired_time: 0.0000000000, propagate_forward_time: 47.4499435425, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0764846802
validation[          , genome 22731] predictions:    9892/  10000 (98.92%), best:    9889/10000 (98.89%), error:       332.84134, best error:       327.22525 on epoch:    83, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 652.9879150391s, input_fired_time: 6.8858580589, output_fired_time: 5.5474953651, propagate_forward_time: 237.2996368408, propagate_backward_time: 397.0221862793, weight_update_time: 0.6126868129, other_time: 6.2327575684
epoch time: 49.3787612915s, input_fired_time: 0.7768814564, output_fired_time: 0.0000000000, propagate_forward_time: 47.5144920349, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0873870850
validation[          , genome 22731] predictions:    9895/  10000 (98.95%), best:    9889/10000 (98.89%), error:       341.88165, best error:       327.22525 on epoch:    83, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 649.7227172852s, input_fired_time: 6.8587412834, output_fired_time: 5.5314497948, propagate_forward_time: 235.8604278564, propagate_backward_time: 395.2289428711, weight_update_time: 0.6159735918, other_time: 6.2431640625
epoch time: 48.8070678711s, input_fired_time: 0.7741417885, output_fired_time: 0.0000000000, propagate_forward_time: 46.9229927063, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.1099319458
validation[          , genome 22731] predictions:    9891/  10000 (98.91%), best:    9889/10000 (98.89%), error:       336.85065, best error:       327.22525 on epoch:    83, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 650.6428833008s, input_fired_time: 6.8875989914, output_fired_time: 5.5450038910, propagate_forward_time: 236.2197113037, propagate_backward_time: 395.7265930176, weight_update_time: 0.6120045781, other_time: 6.2640075684
epoch time: 48.6995239258s, input_fired_time: 0.7697201371, output_fired_time: 0.0000000000, propagate_forward_time: 46.8553466797, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0744552612
validation[          , genome 22731] predictions:    9898/  10000 (98.98%), best:    9889/10000 (98.89%), error:       347.38025, best error:       327.22525 on epoch:    83, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 649.0557250977s, input_fired_time: 6.8636169434, output_fired_time: 5.5426287651, propagate_forward_time: 235.2140655518, propagate_backward_time: 395.2010192871, weight_update_time: 0.6091930270, other_time: 6.2344665527
epoch time: 49.5618667603s, input_fired_time: 0.7768079638, output_fired_time: 0.0000000000, propagate_forward_time: 47.7075958252, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0774612427
validation[          , genome 22731] predictions:    9880/  10000 (98.80%), best:    9889/10000 (98.89%), error:       373.50040, best error:       327.22525 on epoch:    83, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 653.1649169922s, input_fired_time: 6.8602385521, output_fired_time: 5.5577988625, propagate_forward_time: 237.5148162842, propagate_backward_time: 396.9564514160, weight_update_time: 0.6138503551, other_time: 6.2756042480
epoch time: 48.8607254028s, input_fired_time: 0.7738349438, output_fired_time: 0.0000000000, propagate_forward_time: 47.0037536621, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0831375122
validation[          , genome 22731] predictions:    9886/  10000 (98.86%), best:    9889/10000 (98.89%), error:       336.19971, best error:       327.22525 on epoch:    83, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 654.2865600586s, input_fired_time: 6.8810381889, output_fired_time: 5.5468106270, propagate_forward_time: 237.8605346680, propagate_backward_time: 397.7337646484, weight_update_time: 0.6130251288, other_time: 6.2644042969
epoch time: 49.7399940491s, input_fired_time: 0.7751958966, output_fired_time: 0.0000000000, propagate_forward_time: 47.8877754211, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0770225525
validation[          , genome 22731] predictions:    9884/  10000 (98.84%), best:    9889/10000 (98.89%), error:       343.38077, best error:       327.22525 on epoch:    83, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 652.2800903320s, input_fired_time: 6.8804793358, output_fired_time: 5.5392146111, propagate_forward_time: 236.8502807617, propagate_backward_time: 396.8022766113, weight_update_time: 0.6138784289, other_time: 6.2078552246
epoch time: 49.0903663635s, input_fired_time: 0.7755106091, output_fired_time: 0.0000000000, propagate_forward_time: 47.2182159424, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0966415405
validation[          , genome 22731] predictions:    9893/  10000 (98.93%), best:    9889/10000 (98.89%), error:       327.64682, best error:       327.22525 on epoch:    83, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 650.9421386719s, input_fired_time: 6.8932080269, output_fired_time: 5.5430288315, propagate_forward_time: 236.2009735107, propagate_backward_time: 396.0870056152, weight_update_time: 0.6130531430, other_time: 6.2179260254
epoch time: 48.7320671082s, input_fired_time: 0.7752940655, output_fired_time: 0.0000000000, propagate_forward_time: 46.8833808899, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0733909607
validation[          , genome 22731] predictions:    9889/  10000 (98.89%), best:    9889/10000 (98.89%), error:       345.76459, best error:       327.22525 on epoch:    83, 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: 245.8610839844s, input_fired_time: 3.9007682800, output_fired_time: 0.0000000000, propagate_forward_time: 236.5029602051, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 5.4573516846
best training[          , genome 22731] predictions:   49996/  50000 (99.99%), best:    9889/10000 (98.89%), error:       160.35643, best error:       327.22525 on epoch:    83, 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: 48.9257164001s, input_fired_time: 0.7835825086, output_fired_time: 0.0000000000, propagate_forward_time: 47.0471954346, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.0949401855
   testing[          , genome 22731] predictions:    9903/  10000 (99.03%), best:    9889/10000 (98.89%), error:       301.27841, best error:       327.22525 on epoch:    83, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
02:02:17 (10398): called boinc_finish(0)

</stderr_txt>
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