Nameexact_genome_1512568488_45_1794_0
Workunit2580201
Created6 Dec 2017, 20:44:30 UTC
Sent6 Dec 2017, 20:47:38 UTC
Report deadline8 Dec 2017, 17:07:37 UTC
Received6 Dec 2017, 22:01:16 UTC
Server stateOver
OutcomeSuccess
Client stateDone
Exit status0 (0x0)
Computer ID52322
Run time1 hours 13 min 7 sec
CPU time1 hours 4 min 3 sec
Validate stateValid
Credit461.80
Device peak FLOPS2.94 GFLOPS
Application versionEXACT Batch Norm With Scaled FMP CNN Trainer v0.34
Peak working set size152.59 MB
Peak swap size151.00 MB
Peak disk usage1.32 MB

Stderr output

<core_client_version>7.6.33</core_client_version>
<![CDATA[
<stderr_txt>
t_fired_time: 0.0289885029, output_fired_time: 0.0000000000, propagate_forward_time: 2.6439609528, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3945548534
validation[          , genome  1794] predictions:    9290/  10000 (92.90%), best:    9290/10000 (92.90%), error:      2333.87769, best error:      2333.87769 on epoch:    14, epoch:   14/100, mu: 0.7510393858, learning_rate: 0.0060959356, weight_decay: 0.0002438374

epoch time: 35.7831611633s, input_fired_time: 0.2304316461, output_fired_time: 0.2326276600, propagate_forward_time: 13.1788969040, propagate_backward_time: 19.9833507538, weight_update_time: 0.1229318753, other_time: 2.1578540802
epoch time: 3.0243470669s, input_fired_time: 0.0283536799, output_fired_time: 0.0000000000, propagate_forward_time: 2.6219015121, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3740918636
validation[          , genome  1794] predictions:    9216/  10000 (92.16%), best:    9290/10000 (92.90%), error:      2543.03149, best error:      2333.87769 on epoch:    14, epoch:   15/100, mu: 0.7629874349, learning_rate: 0.0057911389, weight_decay: 0.0002316456

epoch time: 35.4271354675s, input_fired_time: 0.2280396521, output_fired_time: 0.2293834537, propagate_forward_time: 13.0780353546, propagate_backward_time: 19.7619743347, weight_update_time: 0.1227849349, other_time: 2.1297054291
epoch time: 3.1077704430s, input_fired_time: 0.0291861463, output_fired_time: 0.0000000000, propagate_forward_time: 2.6883893013, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3901948929
validation[          , genome  1794] predictions:    9277/  10000 (92.77%), best:    9290/10000 (92.90%), error:      2396.45288, best error:      2333.87769 on epoch:    14, epoch:   16/100, mu: 0.7743380666, learning_rate: 0.0055015818, weight_decay: 0.0002200633

epoch time: 35.5109367371s, input_fired_time: 0.2300721109, output_fired_time: 0.2292895168, propagate_forward_time: 13.1212606430, propagate_backward_time: 19.7923469543, weight_update_time: 0.1217805892, other_time: 2.1379661560
epoch time: 2.8628594875s, input_fired_time: 0.0272923876, output_fired_time: 0.0000000000, propagate_forward_time: 2.4688978195, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3666691780
validation[          , genome  1794] predictions:    9298/  10000 (92.98%), best:    9290/10000 (92.90%), error:      2414.40405, best error:      2333.87769 on epoch:    14, epoch:   17/100, mu: 0.7851211429, learning_rate: 0.0052265027, weight_decay: 0.0002090601

epoch time: 35.5822601318s, input_fired_time: 0.2282774150, output_fired_time: 0.2316273600, propagate_forward_time: 13.1142711639, propagate_backward_time: 19.8604660034, weight_update_time: 0.1227706447, other_time: 2.1476154327
epoch time: 3.1149556637s, input_fired_time: 0.0294889174, output_fired_time: 0.0000000000, propagate_forward_time: 2.6966810226, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3887858391
validation[          , genome  1794] predictions:    9247/  10000 (92.47%), best:    9290/10000 (92.90%), error:      2517.31079, best error:      2333.87769 on epoch:    14, epoch:   18/100, mu: 0.7953650951, learning_rate: 0.0049651773, weight_decay: 0.0001986071

epoch time: 32.7639770508s, input_fired_time: 0.2164383382, output_fired_time: 0.2111055404, propagate_forward_time: 12.0904369354, propagate_backward_time: 18.2274456024, weight_update_time: 0.1136288419, other_time: 2.0185508728
epoch time: 2.5506789684s, input_fired_time: 0.0258735754, output_fired_time: 0.0000000000, propagate_forward_time: 2.1967692375, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3280360699
validation[          , genome  1794] predictions:    9284/  10000 (92.84%), best:    9290/10000 (92.90%), error:      2461.41406, best error:      2333.87769 on epoch:    14, epoch:   19/100, mu: 0.8050968647, learning_rate: 0.0047169183, weight_decay: 0.0001886768

epoch time: 32.5019302368s, input_fired_time: 0.2143686116, output_fired_time: 0.2140001655, propagate_forward_time: 11.9935932159, propagate_backward_time: 18.1273288727, weight_update_time: 0.1120069996, other_time: 1.9526405334
epoch time: 2.7433588505s, input_fired_time: 0.0286728591, output_fired_time: 0.0000000000, propagate_forward_time: 2.3689217567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3457641602
validation[          , genome  1794] predictions:    9275/  10000 (92.75%), best:    9290/10000 (92.90%), error:      2478.39771, best error:      2333.87769 on epoch:    14, epoch:   20/100, mu: 0.8143420219, learning_rate: 0.0044810725, weight_decay: 0.0001792429

epoch time: 29.6055793762s, input_fired_time: 0.1962043941, output_fired_time: 0.1921524405, propagate_forward_time: 10.9292297363, propagate_backward_time: 16.4672603607, weight_update_time: 0.1027939841, other_time: 1.8207321167
epoch time: 2.7376194000s, input_fired_time: 0.0266392697, output_fired_time: 0.0000000000, propagate_forward_time: 2.3707187176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3402614594
validation[          , genome  1794] predictions:    9305/  10000 (93.05%), best:    9305/10000 (93.05%), error:      2312.27881, best error:      2312.27881 on epoch:    21, epoch:   21/100, mu: 0.8231249452, learning_rate: 0.0042570187, weight_decay: 0.0001702808

epoch time: 34.4026222229s, input_fired_time: 0.2233507335, output_fired_time: 0.2236082107, propagate_forward_time: 12.7169923782, propagate_backward_time: 19.1714935303, weight_update_time: 0.1188668758, other_time: 2.0671768188
epoch time: 2.9085500240s, input_fired_time: 0.0289311111, output_fired_time: 0.0000000000, propagate_forward_time: 2.5095660686, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3700528145
validation[          , genome  1794] predictions:    9300/  10000 (93.00%), best:    9305/10000 (93.05%), error:      2354.86914, best error:      2312.27881 on epoch:    21, epoch:   22/100, mu: 0.8314687014, learning_rate: 0.0040441677, weight_decay: 0.0001617667

epoch time: 31.8154525757s, input_fired_time: 0.2130758762, output_fired_time: 0.2049125433, propagate_forward_time: 11.7531700134, propagate_backward_time: 17.7102794647, weight_update_time: 0.1081989259, other_time: 1.9340152740
epoch time: 2.8251972198s, input_fired_time: 0.0267283153, output_fired_time: 0.0000000000, propagate_forward_time: 2.4430549145, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3554139137
validation[          , genome  1794] predictions:    9323/  10000 (93.23%), best:    9323/10000 (93.23%), error:      2279.35352, best error:      2279.35352 on epoch:    23, epoch:   23/100, mu: 0.8393952847, learning_rate: 0.0038419592, weight_decay: 0.0001536784

epoch time: 33.1733512878s, input_fired_time: 0.2197087258, output_fired_time: 0.2163060457, propagate_forward_time: 12.2405204773, propagate_backward_time: 18.4901523590, weight_update_time: 0.1157034039, other_time: 2.0066661835
epoch time: 3.0815312862s, input_fired_time: 0.0290860329, output_fired_time: 0.0000000000, propagate_forward_time: 2.6663653851, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3860797882
validation[          , genome  1794] predictions:    9279/  10000 (92.79%), best:    9323/10000 (93.23%), error:      2388.09326, best error:      2279.35352 on epoch:    23, epoch:   24/100, mu: 0.8469254971, learning_rate: 0.0036498611, weight_decay: 0.0001459945

epoch time: 35.5127143860s, input_fired_time: 0.2282498181, output_fired_time: 0.2315266877, propagate_forward_time: 13.1432914734, propagate_backward_time: 19.7775001526, weight_update_time: 0.1208248213, other_time: 2.1321487427
epoch time: 3.0580186844s, input_fired_time: 0.0290249977, output_fired_time: 0.0000000000, propagate_forward_time: 2.6453461647, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3836474419
validation[          , genome  1794] predictions:    9300/  10000 (93.00%), best:    9323/10000 (93.23%), error:      2398.72534, best error:      2279.35352 on epoch:    23, epoch:   25/100, mu: 0.8540792465, learning_rate: 0.0034673680, weight_decay: 0.0001386948

epoch time: 35.7162628174s, input_fired_time: 0.2344006002, output_fired_time: 0.2315496057, propagate_forward_time: 13.1899528503, propagate_backward_time: 19.9237289429, weight_update_time: 0.1233864352, other_time: 2.1366310120
epoch time: 3.0226993561s, input_fired_time: 0.0294016581, output_fired_time: 0.0000000000, propagate_forward_time: 2.6150667667, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3782310486
validation[          , genome  1794] predictions:    9251/  10000 (92.51%), best:    9323/10000 (93.23%), error:      2574.06787, best error:      2279.35352 on epoch:    23, epoch:   26/100, mu: 0.8608753085, learning_rate: 0.0032939995, weight_decay: 0.0001317600

epoch time: 35.4683341980s, input_fired_time: 0.2283210754, output_fired_time: 0.2307935804, propagate_forward_time: 13.1161680222, propagate_backward_time: 19.7687320709, weight_update_time: 0.1216038615, other_time: 2.1243190765
epoch time: 3.1192433834s, input_fired_time: 0.0291977394, output_fired_time: 0.0000000000, propagate_forward_time: 2.7038533688, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3861923218
validation[          , genome  1794] predictions:    9313/  10000 (93.13%), best:    9323/10000 (93.23%), error:      2331.24194, best error:      2279.35352 on epoch:    23, epoch:   27/100, mu: 0.8673315644, learning_rate: 0.0031292995, weight_decay: 0.0001251720

epoch time: 35.1405410767s, input_fired_time: 0.2271356136, output_fired_time: 0.2300058752, propagate_forward_time: 12.9663801193, propagate_backward_time: 19.6192073822, weight_update_time: 0.1208875850, other_time: 2.0978107452
epoch time: 2.8117239475s, input_fired_time: 0.0276284739, output_fired_time: 0.0000000000, propagate_forward_time: 2.4360864162, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3480091095
validation[          , genome  1794] predictions:    9323/  10000 (93.23%), best:    9323/10000 (93.23%), error:      2272.83716, best error:      2272.83716 on epoch:    28, epoch:   28/100, mu: 0.8734650016, learning_rate: 0.0029728345, weight_decay: 0.0001189134

epoch time: 35.2507247925s, input_fired_time: 0.2274209559, output_fired_time: 0.2287594080, propagate_forward_time: 13.0488529205, propagate_backward_time: 19.6242008209, weight_update_time: 0.1229987442, other_time: 2.1214904785
epoch time: 2.6532037258s, input_fired_time: 0.0261335429, output_fired_time: 0.0000000000, propagate_forward_time: 2.2901270390, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3369431496
validation[          , genome  1794] predictions:    9301/  10000 (93.01%), best:    9323/10000 (93.23%), error:      2349.76221, best error:      2272.83716 on epoch:    28, epoch:   29/100, mu: 0.8792917728, learning_rate: 0.0028241926, weight_decay: 0.0001129677

epoch time: 33.2509269714s, input_fired_time: 0.2199642509, output_fired_time: 0.2172237933, propagate_forward_time: 12.3035173416, propagate_backward_time: 18.4945888519, weight_update_time: 0.1149661839, other_time: 2.0156345367
epoch time: 2.6064178944s, input_fired_time: 0.0258326046, output_fired_time: 0.0000000000, propagate_forward_time: 2.2475922108, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3329930305
validation[          , genome  1794] predictions:    9331/  10000 (93.31%), best:    9323/10000 (93.23%), error:      2316.33765, best error:      2272.83716 on epoch:    28, epoch:   30/100, mu: 0.8848271966, learning_rate: 0.0026829829, weight_decay: 0.0001073193

epoch time: 33.8066749573s, input_fired_time: 0.2237749100, output_fired_time: 0.2211436927, propagate_forward_time: 12.4469261169, propagate_backward_time: 18.8651351929, weight_update_time: 0.1179310977, other_time: 2.0496978760
epoch time: 3.0565292835s, input_fired_time: 0.0302345958, output_fired_time: 0.0000000000, propagate_forward_time: 2.6384432316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3878514767
validation[          , genome  1794] predictions:    9323/  10000 (93.23%), best:    9323/10000 (93.23%), error:      2248.47534, best error:      2248.47534 on epoch:    31, epoch:   31/100, mu: 0.8900858164, learning_rate: 0.0025488338, weight_decay: 0.0001019534

epoch time: 35.2417068481s, input_fired_time: 0.2309808135, output_fired_time: 0.2290488631, propagate_forward_time: 13.0424146652, propagate_backward_time: 19.6336174011, weight_update_time: 0.1195239574, other_time: 2.1056442261
epoch time: 3.2411177158s, input_fired_time: 0.0315104686, output_fired_time: 0.0000000000, propagate_forward_time: 2.8059797287, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4036276340
validation[          , genome  1794] predictions:    9207/  10000 (92.07%), best:    9323/10000 (93.23%), error:      2714.03442, best error:      2248.47534 on epoch:    31, epoch:   32/100, mu: 0.8950815201, learning_rate: 0.0024213921, weight_decay: 0.0000968557

epoch time: 34.2191505432s, input_fired_time: 0.2254932672, output_fired_time: 0.2232107818, propagate_forward_time: 12.6106328964, propagate_backward_time: 19.0902557373, weight_update_time: 0.1185997948, other_time: 2.0695571899
epoch time: 3.0449993610s, input_fired_time: 0.0295917187, output_fired_time: 0.0000000000, propagate_forward_time: 2.6345398426, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3808677197
validation[          , genome  1794] predictions:    9306/  10000 (93.06%), best:    9323/10000 (93.23%), error:      2312.57715, best error:      2248.47534 on epoch:    31, epoch:   33/100, mu: 0.8998274207, learning_rate: 0.0023003225, weight_decay: 0.0000920129

epoch time: 35.5008392334s, input_fired_time: 0.2288060486, output_fired_time: 0.2318533510, propagate_forward_time: 13.1078729630, propagate_backward_time: 19.8145580292, weight_update_time: 0.1216363683, other_time: 2.1177501678
epoch time: 3.1171813011s, input_fired_time: 0.0294212103, output_fired_time: 0.0000000000, propagate_forward_time: 2.6999366283, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3878233433
validation[          , genome  1794] predictions:    9303/  10000 (93.03%), best:    9323/10000 (93.23%), error:      2340.53003, best error:      2248.47534 on epoch:    31, epoch:   34/100, mu: 0.9043360353, learning_rate: 0.0021853063, weight_decay: 0.0000874123

epoch time: 33.5010337830s, input_fired_time: 0.2199571282, output_fired_time: 0.2188586295, propagate_forward_time: 12.3308258057, propagate_backward_time: 18.6853370667, weight_update_time: 0.1145747676, other_time: 2.0460586548
epoch time: 2.8935577869s, input_fired_time: 0.0277766846, output_fired_time: 0.0000000000, propagate_forward_time: 2.4968080521, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3689730167
validation[          , genome  1794] predictions:    9290/  10000 (92.90%), best:    9323/10000 (93.23%), error:      2364.48413, best error:      2248.47534 on epoch:    31, epoch:   35/100, mu: 0.9086192250, learning_rate: 0.0020760410, weight_decay: 0.0000830417

epoch time: 34.2290878296s, input_fired_time: 0.2227298021, output_fired_time: 0.2233826071, propagate_forward_time: 12.6385030746, propagate_backward_time: 19.0863342285, weight_update_time: 0.1176612377, other_time: 2.0581398010
epoch time: 2.9558188915s, input_fired_time: 0.0284658559, output_fired_time: 0.0000000000, propagate_forward_time: 2.5564746857, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3708784580
validation[          , genome  1794] predictions:    9326/  10000 (93.26%), best:    9323/10000 (93.23%), error:      2274.67725, best error:      2248.47534 on epoch:    31, epoch:   36/100, mu: 0.9126882553, learning_rate: 0.0019722388, weight_decay: 0.0000788896

epoch time: 35.3039360046s, input_fired_time: 0.2278426290, output_fired_time: 0.2302375734, propagate_forward_time: 13.0310554504, propagate_backward_time: 19.6977519989, weight_update_time: 0.1206650361, other_time: 2.1170482635
epoch time: 2.8791184425s, input_fired_time: 0.0283875372, output_fired_time: 0.0000000000, propagate_forward_time: 2.4890551567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3616757393
validation[          , genome  1794] predictions:    9315/  10000 (93.15%), best:    9323/10000 (93.23%), error:      2293.62134, best error:      2248.47534 on epoch:    31, epoch:   37/100, mu: 0.9165538549, learning_rate: 0.0018736268, weight_decay: 0.0000749451

epoch time: 33.8488998413s, input_fired_time: 0.2226038426, output_fired_time: 0.2201953232, propagate_forward_time: 12.4978780746, propagate_backward_time: 18.8476161957, weight_update_time: 0.1159514636, other_time: 2.0606060028
epoch time: 2.9039087296s, input_fired_time: 0.0280665215, output_fired_time: 0.0000000000, propagate_forward_time: 2.5194518566, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3563902378
validation[          , genome  1794] predictions:    9302/  10000 (93.02%), best:    9323/10000 (93.23%), error:      2322.13062, best error:      2248.47534 on epoch:    31, epoch:   38/100, mu: 0.9202261567, learning_rate: 0.0017799455, weight_decay: 0.0000711978

epoch time: 33.0863876343s, input_fired_time: 0.2192367911, output_fired_time: 0.2162841409, propagate_forward_time: 12.2154598236, propagate_backward_time: 18.4259243011, weight_update_time: 0.1145886630, other_time: 2.0094795227
epoch time: 2.8313202858s, input_fired_time: 0.0274588857, output_fired_time: 0.0000000000, propagate_forward_time: 2.4475710392, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3562903404
validation[          , genome  1794] predictions:    9329/  10000 (93.29%), best:    9323/10000 (93.23%), error:      2291.05933, best error:      2248.47534 on epoch:    31, epoch:   39/100, mu: 0.9237148762, learning_rate: 0.0016909481, weight_decay: 0.0000676379

epoch time: 33.9596405029s, input_fired_time: 0.2207169384, output_fired_time: 0.2212572396, propagate_forward_time: 12.5168848038, propagate_backward_time: 18.9564647675, weight_update_time: 0.1152533144, other_time: 2.0443172455
epoch time: 3.0880455971s, input_fired_time: 0.0289778244, output_fired_time: 0.0000000000, propagate_forward_time: 2.6801240444, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3789436817
validation[          , genome  1794] predictions:    9312/  10000 (93.12%), best:    9323/10000 (93.23%), error:      2363.43530, best error:      2248.47534 on epoch:    31, epoch:   40/100, mu: 0.9270291328, learning_rate: 0.0016064007, weight_decay: 0.0000642560

epoch time: 35.1073303223s, input_fired_time: 0.2326835841, output_fired_time: 0.2298778892, propagate_forward_time: 12.9774665833, propagate_backward_time: 19.5597705841, weight_update_time: 0.1215616167, other_time: 2.1075305939
epoch time: 3.2048661709s, input_fired_time: 0.0306463577, output_fired_time: 0.0000000000, propagate_forward_time: 2.7665562630, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4076635838
validation[          , genome  1794] predictions:    9339/  10000 (93.39%), best:    9339/10000 (93.39%), error:      2245.07104, best error:      2245.07104 on epoch:    41, epoch:   41/100, mu: 0.9301776886, learning_rate: 0.0015260807, weight_decay: 0.0000610432

epoch time: 33.3441085815s, input_fired_time: 0.2195261121, output_fired_time: 0.2175287455, propagate_forward_time: 12.3007850647, propagate_backward_time: 18.5875816345, weight_update_time: 0.1139200404, other_time: 2.0186882019
epoch time: 2.9943380356s, input_fired_time: 0.0284378212, output_fired_time: 0.0000000000, propagate_forward_time: 2.5898938179, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3760063648
validation[          , genome  1794] predictions:    9306/  10000 (93.06%), best:    9339/10000 (93.39%), error:      2350.41797, best error:      2245.07104 on epoch:    41, epoch:   42/100, mu: 0.9331688285, learning_rate: 0.0014497766, weight_decay: 0.0000579911

epoch time: 34.4466056824s, input_fired_time: 0.2268302888, output_fired_time: 0.2239474505, propagate_forward_time: 12.7126064301, propagate_backward_time: 19.2107162476, weight_update_time: 0.1194202080, other_time: 2.0725078583
epoch time: 3.2024245262s, input_fired_time: 0.0302016195, output_fired_time: 0.0000000000, propagate_forward_time: 2.7766137123, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3956091404
validation[          , genome  1794] predictions:    9335/  10000 (93.35%), best:    9339/10000 (93.39%), error:      2278.08008, best error:      2245.07104 on epoch:    41, epoch:   43/100, mu: 0.9360103607, learning_rate: 0.0013772878, weight_decay: 0.0000550915

epoch time: 34.7142944336s, input_fired_time: 0.2251038551, output_fired_time: 0.2263787538, propagate_forward_time: 12.8407735825, propagate_backward_time: 19.3435039520, weight_update_time: 0.1193214059, other_time: 2.0785312653
epoch time: 3.0381238461s, input_fired_time: 0.0295983925, output_fired_time: 0.0000000000, propagate_forward_time: 2.6292562485, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3792691231
validation[          , genome  1794] predictions:    9323/  10000 (93.23%), best:    9339/10000 (93.39%), error:      2295.17065, best error:      2245.07104 on epoch:    41, epoch:   44/100, mu: 0.9387098551, learning_rate: 0.0013084234, weight_decay: 0.0000523369

epoch time: 33.6923332214s, input_fired_time: 0.2225046158, output_fired_time: 0.2196399570, propagate_forward_time: 12.4642276764, propagate_backward_time: 18.7514858246, weight_update_time: 0.1159059778, other_time: 2.0344772339
epoch time: 2.3923077583s, input_fired_time: 0.0246991925, output_fired_time: 0.0000000000, propagate_forward_time: 2.0587072372, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3089013100
validation[          , genome  1794] predictions:    9352/  10000 (93.52%), best:    9352/10000 (93.52%), error:      2214.43433, best error:      2214.43433 on epoch:    45, epoch:   45/100, mu: 0.9412743449, learning_rate: 0.0012430021, weight_decay: 0.0000497201

epoch time: 34.9315681458s, input_fired_time: 0.2277027071, output_fired_time: 0.2259373069, propagate_forward_time: 12.9270477295, propagate_backward_time: 19.4680099487, weight_update_time: 0.1203363761, other_time: 2.0828704834
epoch time: 3.1036639214s, input_fired_time: 0.0293241907, output_fired_time: 0.0000000000, propagate_forward_time: 2.6967003345, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3776392937
validation[          , genome  1794] predictions:    9312/  10000 (93.12%), best:    9352/10000 (93.52%), error:      2322.98755, best error:      2214.43433 on epoch:    45, epoch:   46/100, mu: 0.9437106252, learning_rate: 0.0011808521, weight_decay: 0.0000472341

epoch time: 35.4701881409s, input_fired_time: 0.2313968986, output_fired_time: 0.2310924977, propagate_forward_time: 13.1004610062, propagate_backward_time: 19.7910823822, weight_update_time: 0.1210794151, other_time: 2.1161556244
epoch time: 3.0818290710s, input_fired_time: 0.0297021344, output_fired_time: 0.0000000000, propagate_forward_time: 2.6705448627, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3815820217
validation[          , genome  1794] predictions:    9317/  10000 (93.17%), best:    9352/10000 (93.52%), error:      2264.98218, best error:      2214.43433 on epoch:    45, epoch:   47/100, mu: 0.9460250735, learning_rate: 0.0011218095, weight_decay: 0.0000448724

epoch time: 35.4011650085s, input_fired_time: 0.2287739664, output_fired_time: 0.2337572277, propagate_forward_time: 13.0919103622, propagate_backward_time: 19.7262973785, weight_update_time: 0.1220690683, other_time: 2.1204242706
epoch time: 3.1689405441s, input_fired_time: 0.0304482859, output_fired_time: 0.0000000000, propagate_forward_time: 2.7483148575, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3901774883
validation[          , genome  1794] predictions:    9337/  10000 (93.37%), best:    9352/10000 (93.52%), error:      2261.04321, best error:      2214.43433 on epoch:    45, epoch:   48/100, mu: 0.9482238293, learning_rate: 0.0010657189, weight_decay: 0.0000426288

epoch time: 34.8425750732s, input_fired_time: 0.2300119102, output_fired_time: 0.2274517268, propagate_forward_time: 12.9066839218, propagate_backward_time: 19.3825817108, weight_update_time: 0.1188784167, other_time: 2.0958461761
epoch time: 3.1068923473s, input_fired_time: 0.0308507159, output_fired_time: 0.0000000000, propagate_forward_time: 2.6928181648, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3832235336
validation[          , genome  1794] predictions:    9335/  10000 (93.35%), best:    9335/10000 (93.35%), error:      2204.29346, best error:      2204.29346 on epoch:    49, epoch:   49/100, mu: 0.9503126144, learning_rate: 0.0010124330, weight_decay: 0.0000404973

epoch time: 36.2329750061s, input_fired_time: 0.2371957153, output_fired_time: 0.2390208840, propagate_forward_time: 13.3694858551, propagate_backward_time: 20.2273120880, weight_update_time: 0.1238049194, other_time: 2.1599617004
epoch time: 3.1435630322s, input_fired_time: 0.0297724754, output_fired_time: 0.0000000000, propagate_forward_time: 2.7328484058, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3809421062
validation[          , genome  1794] predictions:    9339/  10000 (93.39%), best:    9335/10000 (93.35%), error:      2261.12451, best error:      2204.29346 on epoch:    49, epoch:   50/100, mu: 0.9522969723, learning_rate: 0.0009618113, weight_decay: 0.0000384725

epoch time: 34.7693672180s, input_fired_time: 0.2255556285, output_fired_time: 0.2270214707, propagate_forward_time: 12.8507070541, propagate_backward_time: 19.3569812775, weight_update_time: 0.1214627177, other_time: 2.1091022491
epoch time: 3.0425190926s, input_fired_time: 0.0286586154, output_fired_time: 0.0000000000, propagate_forward_time: 2.6372904778, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3765699863
validation[          , genome  1794] predictions:    9304/  10000 (93.04%), best:    9335/10000 (93.35%), error:      2337.52246, best error:      2204.29346 on epoch:    49, epoch:   51/100, mu: 0.9541821480, learning_rate: 0.0009137207, weight_decay: 0.0000365488

epoch time: 34.1388168335s, input_fired_time: 0.2216295451, output_fired_time: 0.2271811664, propagate_forward_time: 12.5779447556, propagate_backward_time: 19.0578212738, weight_update_time: 0.1169552132, other_time: 2.0542392731
epoch time: 2.5646610260s, input_fired_time: 0.0253567230, output_fired_time: 0.0000000000, propagate_forward_time: 2.2056906223, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3336136341
validation[          , genome  1794] predictions:    9333/  10000 (93.33%), best:    9335/10000 (93.35%), error:      2219.90161, best error:      2204.29346 on epoch:    49, epoch:   52/100, mu: 0.9559730291, learning_rate: 0.0008680347, weight_decay: 0.0000347214

epoch time: 35.4147987366s, input_fired_time: 0.2287605256, output_fired_time: 0.2302602232, propagate_forward_time: 13.0588541031, propagate_backward_time: 19.7771720886, weight_update_time: 0.1217849702, other_time: 2.1197547913
epoch time: 3.2191686630s, input_fired_time: 0.0320113003, output_fired_time: 0.0000000000, propagate_forward_time: 2.7902274132, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3969299793
validation[          , genome  1794] predictions:    9355/  10000 (93.55%), best:    9355/10000 (93.55%), error:      2180.22559, best error:      2180.22559 on epoch:    53, epoch:   53/100, mu: 0.9576743841, learning_rate: 0.0008246329, weight_decay: 0.0000329853

epoch time: 34.8103904724s, input_fired_time: 0.2268582731, output_fired_time: 0.2271015793, propagate_forward_time: 12.8562011719, propagate_backward_time: 19.4181747437, weight_update_time: 0.1170420647, other_time: 2.0820541382
epoch time: 3.1207284927s, input_fired_time: 0.0301749185, output_fired_time: 0.0000000000, propagate_forward_time: 2.7048041821, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3857493401
validation[          , genome  1794] predictions:    9310/  10000 (93.10%), best:    9355/10000 (93.55%), error:      2318.25952, best error:      2180.22559 on epoch:    53, epoch:   54/100, mu: 0.9592906833, learning_rate: 0.0007834013, weight_decay: 0.0000313361

epoch time: 36.0289154053s, input_fired_time: 0.2345833033, output_fired_time: 0.2354971766, propagate_forward_time: 13.2907199860, propagate_backward_time: 20.1182212830, weight_update_time: 0.1221100390, other_time: 2.1498928070
epoch time: 2.9106574059s, input_fired_time: 0.0282423887, output_fired_time: 0.0000000000, propagate_forward_time: 2.5201036930, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3623113632
validation[          , genome  1794] predictions:    9295/  10000 (92.95%), best:    9355/10000 (93.55%), error:      2331.89526, best error:      2180.22559 on epoch:    53, epoch:   55/100, mu: 0.9608261585, learning_rate: 0.0007442312, weight_decay: 0.0000297693

epoch time: 33.8450050354s, input_fired_time: 0.2239037305, output_fired_time: 0.2219216973, propagate_forward_time: 12.5186786652, propagate_backward_time: 18.8447437286, weight_update_time: 0.1148580387, other_time: 2.0357589722
epoch time: 3.0406527519s, input_fired_time: 0.0292262379, output_fired_time: 0.0000000000, propagate_forward_time: 2.6392831802, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3721432686
validation[          , genome  1794] predictions:    9335/  10000 (93.35%), best:    9355/10000 (93.55%), error:      2251.40698, best error:      2180.22559 on epoch:    53, epoch:   56/100, mu: 0.9622848630, learning_rate: 0.0007070196, weight_decay: 0.0000282808

epoch time: 33.1461410522s, input_fired_time: 0.2191798538, output_fired_time: 0.2189647108, propagate_forward_time: 12.2279596329, propagate_backward_time: 18.4833908081, weight_update_time: 0.1138693243, other_time: 1.9966468811
epoch time: 2.8029849529s, input_fired_time: 0.0272233523, output_fired_time: 0.0000000000, propagate_forward_time: 2.4229049683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3528566360
validation[          , genome  1794] predictions:    9324/  10000 (93.24%), best:    9355/10000 (93.55%), error:      2285.35376, best error:      2180.22559 on epoch:    53, epoch:   57/100, mu: 0.9636706114, learning_rate: 0.0006716687, weight_decay: 0.0000268668

epoch time: 34.5009613037s, input_fired_time: 0.2250182331, output_fired_time: 0.2259743810, propagate_forward_time: 12.7433509827, propagate_backward_time: 19.2435646057, weight_update_time: 0.1197082549, other_time: 2.0630531311
epoch time: 3.0898406506s, input_fired_time: 0.0289987605, output_fired_time: 0.0000000000, propagate_forward_time: 2.6794633865, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3813784122
validation[          , genome  1794] predictions:    9357/  10000 (93.57%), best:    9355/10000 (93.55%), error:      2212.33130, best error:      2180.22559 on epoch:    53, epoch:   58/100, mu: 0.9649870992, learning_rate: 0.0006380852, weight_decay: 0.0000255234

epoch time: 36.3909263611s, input_fired_time: 0.2345377058, output_fired_time: 0.2349202037, propagate_forward_time: 13.4940376282, propagate_backward_time: 20.2795581818, weight_update_time: 0.1259400249, other_time: 2.1478710175
epoch time: 3.1249263287s, input_fired_time: 0.0303561110, output_fired_time: 0.0000000000, propagate_forward_time: 2.7042512894, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3903188705
validation[          , genome  1794] predictions:    9340/  10000 (93.40%), best:    9355/10000 (93.55%), error:      2249.11694, best error:      2180.22559 on epoch:    53, epoch:   59/100, mu: 0.9662377238, learning_rate: 0.0006061810, weight_decay: 0.0000242472

epoch time: 32.6489601135s, input_fired_time: 0.2173327953, output_fired_time: 0.2115094513, propagate_forward_time: 12.0420532227, propagate_backward_time: 18.2024898529, weight_update_time: 0.1119567528, other_time: 1.9755764008
epoch time: 3.1685698032s, input_fired_time: 0.0311160646, output_fired_time: 0.0000000000, propagate_forward_time: 2.7482390404, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3892147541
validation[          , genome  1794] predictions:    9340/  10000 (93.40%), best:    9355/10000 (93.55%), error:      2262.61768, best error:      2180.22559 on epoch:    53, epoch:   60/100, mu: 0.9674258232, learning_rate: 0.0005758719, weight_decay: 0.0000230349

epoch time: 35.1434860229s, input_fired_time: 0.2306526452, output_fired_time: 0.2304230779, propagate_forward_time: 13.0167856216, propagate_backward_time: 19.5750389099, weight_update_time: 0.1205572560, other_time: 2.0905876160
epoch time: 3.0903904438s, input_fired_time: 0.0294733122, output_fired_time: 0.0000000000, propagate_forward_time: 2.6743035316, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3866136074
validation[          , genome  1794] predictions:    9348/  10000 (93.48%), best:    9355/10000 (93.55%), error:      2185.88916, best error:      2180.22559 on epoch:    53, epoch:   61/100, mu: 0.9685545564, learning_rate: 0.0005470783, weight_decay: 0.0000218831

epoch time: 35.4641075134s, input_fired_time: 0.2333312631, output_fired_time: 0.2315726578, propagate_forward_time: 13.1524877548, propagate_backward_time: 19.7172508240, weight_update_time: 0.1208345816, other_time: 2.1294670105
epoch time: 3.2249429226s, input_fired_time: 0.0311111175, output_fired_time: 0.0000000000, propagate_forward_time: 2.7934417725, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.4003901482
validation[          , genome  1794] predictions:    9340/  10000 (93.40%), best:    9355/10000 (93.55%), error:      2250.46484, best error:      2180.22559 on epoch:    53, epoch:   62/100, mu: 0.9696268439, learning_rate: 0.0005197244, weight_decay: 0.0000207890

epoch time: 35.6364593506s, input_fired_time: 0.2326542735, output_fired_time: 0.2332589775, propagate_forward_time: 13.1385536194, propagate_backward_time: 19.9132537842, weight_update_time: 0.1230868697, other_time: 2.1187400818
epoch time: 2.7446222305s, input_fired_time: 0.0275893025, output_fired_time: 0.0000000000, propagate_forward_time: 2.3712544441, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3457784653
validation[          , genome  1794] predictions:    9317/  10000 (93.17%), best:    9355/10000 (93.55%), error:      2258.77100, best error:      2180.22559 on epoch:    53, epoch:   63/100, mu: 0.9706454873, learning_rate: 0.0004937382, weight_decay: 0.0000197495

epoch time: 35.0980453491s, input_fired_time: 0.2279494703, output_fired_time: 0.2298075259, propagate_forward_time: 12.9232912064, propagate_backward_time: 19.5997676849, weight_update_time: 0.1216105148, other_time: 2.1172275543
epoch time: 2.9182524681s, input_fired_time: 0.0286266003, output_fired_time: 0.0000000000, propagate_forward_time: 2.5269007683, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3627250195
validation[          , genome  1794] predictions:    9328/  10000 (93.28%), best:    9355/10000 (93.55%), error:      2221.64917, best error:      2180.22559 on epoch:    53, epoch:   64/100, mu: 0.9716132283, learning_rate: 0.0004690512, weight_decay: 0.0000187621

epoch time: 35.8536682129s, input_fired_time: 0.2320246994, output_fired_time: 0.2334986627, propagate_forward_time: 13.2562694550, propagate_backward_time: 19.9926338196, weight_update_time: 0.1222293526, other_time: 2.1392421722
epoch time: 3.0776896477s, input_fired_time: 0.0300239921, output_fired_time: 0.0000000000, propagate_forward_time: 2.6647093296, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3829562664
validation[          , genome  1794] predictions:    9324/  10000 (93.24%), best:    9355/10000 (93.55%), error:      2242.86133, best error:      2180.22559 on epoch:    53, epoch:   65/100, mu: 0.9725325704, learning_rate: 0.0004455987, weight_decay: 0.0000178240

epoch time: 34.9560127258s, input_fired_time: 0.2278430760, output_fired_time: 0.2277952433, propagate_forward_time: 12.9196472168, propagate_backward_time: 19.4806404114, weight_update_time: 0.1194607988, other_time: 2.1000862122
epoch time: 3.1522762775s, input_fired_time: 0.0305604264, output_fired_time: 0.0000000000, propagate_forward_time: 2.7355046272, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3862111568
validation[          , genome  1794] predictions:    9356/  10000 (93.56%), best:    9355/10000 (93.55%), error:      2219.59131, best error:      2180.22559 on epoch:    53, epoch:   66/100, mu: 0.9734059572, learning_rate: 0.0004233187, weight_decay: 0.0000169328

epoch time: 33.1859436035s, input_fired_time: 0.2212067991, output_fired_time: 0.2161490321, propagate_forward_time: 12.2455463409, propagate_backward_time: 18.4932823181, weight_update_time: 0.1151277050, other_time: 2.0097599030
epoch time: 3.1178915501s, input_fired_time: 0.0297951698, output_fired_time: 0.0000000000, propagate_forward_time: 2.7029621601, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3851342201
validation[          , genome  1794] predictions:    9339/  10000 (93.39%), best:    9355/10000 (93.55%), error:      2240.57837, best error:      2180.22559 on epoch:    53, epoch:   67/100, mu: 0.9742356539, learning_rate: 0.0004021528, weight_decay: 0.0000160861

epoch time: 35.5927658081s, input_fired_time: 0.2323311865, output_fired_time: 0.2325545847, propagate_forward_time: 13.1569290161, propagate_backward_time: 19.8629837036, weight_update_time: 0.1203764975, other_time: 2.1079673767
epoch time: 3.0862870216s, input_fired_time: 0.0294515267, output_fired_time: 0.0000000000, propagate_forward_time: 2.6697249413, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3871104717
validation[          , genome  1794] predictions:    9337/  10000 (93.37%), best:    9355/10000 (93.55%), error:      2195.40430, best error:      2180.22559 on epoch:    53, epoch:   68/100, mu: 0.9750238657, learning_rate: 0.0003820452, weight_decay: 0.0000152818

epoch time: 35.0619621277s, input_fired_time: 0.2288473696, output_fired_time: 0.2305713743, propagate_forward_time: 12.9260282516, propagate_backward_time: 19.5855312347, weight_update_time: 0.1201963276, other_time: 2.0909824371
epoch time: 2.9686641693s, input_fired_time: 0.0285811592, output_fired_time: 0.0000000000, propagate_forward_time: 2.5667822361, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3733007908
validation[          , genome  1794] predictions:    9332/  10000 (93.32%), best:    9355/10000 (93.55%), error:      2250.54346, best error:      2180.22559 on epoch:    53, epoch:   69/100, mu: 0.9757726789, learning_rate: 0.0003629429, weight_decay: 0.0000145177

epoch time: 35.6510124207s, input_fired_time: 0.2320358008, output_fired_time: 0.2339841425, propagate_forward_time: 13.1815299988, propagate_backward_time: 19.8893375397, weight_update_time: 0.1210001782, other_time: 2.1141223907
epoch time: 3.0018000603s, input_fired_time: 0.0284961201, output_fired_time: 0.0000000000, propagate_forward_time: 2.6088469028, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3644571304
validation[          , genome  1794] predictions:    9342/  10000 (93.42%), best:    9355/10000 (93.55%), error:      2226.09595, best error:      2180.22559 on epoch:    53, epoch:   70/100, mu: 0.9764840603, learning_rate: 0.0003447958, weight_decay: 0.0000137918

epoch time: 36.0237121582s, input_fired_time: 0.2337577194, output_fired_time: 0.2347895205, propagate_forward_time: 13.2649297714, propagate_backward_time: 20.1251335144, weight_update_time: 0.1238008589, other_time: 2.1651000977
epoch time: 2.7317333221s, input_fired_time: 0.0272740927, output_fired_time: 0.0000000000, propagate_forward_time: 2.3576085567, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3468506336
validation[          , genome  1794] predictions:    9340/  10000 (93.40%), best:    9355/10000 (93.55%), error:      2195.23486, best error:      2180.22559 on epoch:    53, epoch:   71/100, mu: 0.9771598577, learning_rate: 0.0003275560, weight_decay: 0.0000131022

epoch time: 36.2154083252s, input_fired_time: 0.2376366705, output_fired_time: 0.2375692874, propagate_forward_time: 13.3817615509, propagate_backward_time: 20.1832447052, weight_update_time: 0.1252317131, other_time: 2.1751976013
epoch time: 3.0085916519s, input_fired_time: 0.0290348046, output_fired_time: 0.0000000000, propagate_forward_time: 2.6155650616, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3639917374
validation[          , genome  1794] predictions:    9347/  10000 (93.47%), best:    9355/10000 (93.55%), error:      2209.94165, best error:      2180.22559 on epoch:    53, epoch:   72/100, mu: 0.9778018594, learning_rate: 0.0003111782, weight_decay: 0.0000124471

epoch time: 34.6975784302s, input_fired_time: 0.2322525829, output_fired_time: 0.2278250158, propagate_forward_time: 12.8589658737, propagate_backward_time: 19.2952823639, weight_update_time: 0.1191384122, other_time: 2.0832500458
epoch time: 3.1390423775s, input_fired_time: 0.0294225570, output_fired_time: 0.0000000000, propagate_forward_time: 2.7295541763, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3800656796
validation[          , genome  1794] predictions:    9347/  10000 (93.47%), best:    9355/10000 (93.55%), error:      2182.19629, best error:      2180.22559 on epoch:    53, epoch:   73/100, mu: 0.9784117937, learning_rate: 0.0002956192, weight_decay: 0.0000118248

epoch time: 34.5783042908s, input_fired_time: 0.2251447439, output_fired_time: 0.2285314202, propagate_forward_time: 12.7816495895, propagate_backward_time: 19.2619037628, weight_update_time: 0.1187154576, other_time: 2.0810756683
epoch time: 3.0343732834s, input_fired_time: 0.0297306124, output_fired_time: 0.0000000000, propagate_forward_time: 2.6293604374, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3752822876
validation[          , genome  1794] predictions:    9341/  10000 (93.41%), best:    9355/10000 (93.55%), error:      2254.73267, best error:      2180.22559 on epoch:    53, epoch:   74/100, mu: 0.9789912105, learning_rate: 0.0002808383, weight_decay: 0.0000112335

epoch time: 35.6095008850s, input_fired_time: 0.2333378792, output_fired_time: 0.2321010232, propagate_forward_time: 13.1454734802, propagate_backward_time: 19.8615837097, weight_update_time: 0.1220113188, other_time: 2.1370048523
epoch time: 3.1619758606s, input_fired_time: 0.0303351767, output_fired_time: 0.0000000000, propagate_forward_time: 2.7400557995, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3915848732
validation[          , genome  1794] predictions:    9357/  10000 (93.57%), best:    9355/10000 (93.55%), error:      2182.42358, best error:      2180.22559 on epoch:    53, epoch:   75/100, mu: 0.9795416594, learning_rate: 0.0002667964, weight_decay: 0.0000106719

epoch time: 35.3286170959s, input_fired_time: 0.2358200103, output_fired_time: 0.2314515412, propagate_forward_time: 13.0417938232, propagate_backward_time: 19.6977901459, weight_update_time: 0.1226518080, other_time: 2.1217594147
epoch time: 2.9528729916s, input_fired_time: 0.0283706319, output_fired_time: 0.0000000000, propagate_forward_time: 2.5549173355, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3695850372
validation[          , genome  1794] predictions:    9342/  10000 (93.42%), best:    9355/10000 (93.55%), error:      2202.34473, best error:      2180.22559 on epoch:    53, epoch:   76/100, mu: 0.9800645709, learning_rate: 0.0002534565, weight_decay: 0.0000101383

epoch time: 35.7599563599s, input_fired_time: 0.2360246480, output_fired_time: 0.2324349880, propagate_forward_time: 13.1780662537, propagate_backward_time: 19.9692974091, weight_update_time: 0.1244026870, other_time: 2.1441364288
epoch time: 2.9687500000s, input_fired_time: 0.0295485426, output_fired_time: 0.0000000000, propagate_forward_time: 2.5570800304, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3821213245
validation[          , genome  1794] predictions:    9356/  10000 (93.56%), best:    9356/10000 (93.56%), error:      2166.26294, best error:      2166.26294 on epoch:    77, epoch:   77/100, mu: 0.9805613160, learning_rate: 0.0002407837, weight_decay: 0.0000096314

epoch time: 35.8008728027s, input_fired_time: 0.2352118790, output_fired_time: 0.2321155369, propagate_forward_time: 13.2574205399, propagate_backward_time: 19.9397907257, weight_update_time: 0.1220798641, other_time: 2.1363353729
epoch time: 3.1963465214s, input_fired_time: 0.0303253848, output_fired_time: 0.0000000000, propagate_forward_time: 2.7804560661, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3855650425
validation[          , genome  1794] predictions:    9357/  10000 (93.57%), best:    9356/10000 (93.56%), error:      2217.42041, best error:      2166.26294 on epoch:    77, epoch:   78/100, mu: 0.9810332656, learning_rate: 0.0002287445, weight_decay: 0.0000091498

epoch time: 35.7503700256s, input_fired_time: 0.2304938138, output_fired_time: 0.2342595607, propagate_forward_time: 13.2075452805, propagate_backward_time: 19.9569358826, weight_update_time: 0.1223087907, other_time: 2.1211318970
epoch time: 2.9953463078s, input_fired_time: 0.0289016943, output_fired_time: 0.0000000000, propagate_forward_time: 2.5902676582, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3761770725
validation[          , genome  1794] predictions:    9355/  10000 (93.55%), best:    9355/10000 (93.55%), error:      2157.20581, best error:      2157.20581 on epoch:    79, epoch:   79/100, mu: 0.9814816117, learning_rate: 0.0002173073, weight_decay: 0.0000086923

epoch time: 35.0202102661s, input_fired_time: 0.2270436287, output_fired_time: 0.2286194712, propagate_forward_time: 12.9388446808, propagate_backward_time: 19.5303153992, weight_update_time: 0.1207469255, other_time: 2.0953884125
epoch time: 2.5805006027s, input_fired_time: 0.0259772874, output_fired_time: 0.0000000000, propagate_forward_time: 2.2169535160, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3375697136
validation[          , genome  1794] predictions:    9355/  10000 (93.55%), best:    9355/10000 (93.55%), error:      2203.61304, best error:      2157.20581 on epoch:    79, epoch:   80/100, mu: 0.9819075465, learning_rate: 0.0002064419, weight_decay: 0.0000082577

epoch time: 34.7075347900s, input_fired_time: 0.2309303135, output_fired_time: 0.2251762152, propagate_forward_time: 12.8509759903, propagate_backward_time: 19.3189754486, weight_update_time: 0.1176733077, other_time: 2.0814762115
epoch time: 2.5042014122s, input_fired_time: 0.0253148843, output_fired_time: 0.0000000000, propagate_forward_time: 2.1523132324, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3265733719
validation[          , genome  1794] predictions:    9358/  10000 (93.58%), best:    9355/10000 (93.55%), error:      2182.12695, best error:      2157.20581 on epoch:    79, epoch:   81/100, mu: 0.9823121428, learning_rate: 0.0001961198, weight_decay: 0.0000078448

epoch time: 35.8849525452s, input_fired_time: 0.2349261642, output_fired_time: 0.2310053259, propagate_forward_time: 13.2601184845, propagate_backward_time: 20.0266227722, weight_update_time: 0.1217565238, other_time: 2.1322803497
epoch time: 2.9351649284s, input_fired_time: 0.0289947502, output_fired_time: 0.0000000000, propagate_forward_time: 2.5463626385, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3598074913
validation[          , genome  1794] predictions:    9337/  10000 (93.37%), best:    9355/10000 (93.55%), error:      2252.01538, best error:      2157.20581 on epoch:    79, epoch:   82/100, mu: 0.9826965332, learning_rate: 0.0001863138, weight_decay: 0.0000074526

epoch time: 35.3480682373s, input_fired_time: 0.2310399115, output_fired_time: 0.2310117036, propagate_forward_time: 13.0694341660, propagate_backward_time: 19.7072334290, weight_update_time: 0.1193868592, other_time: 2.1093482971
epoch time: 3.0102343559s, input_fired_time: 0.0294203330, output_fired_time: 0.0000000000, propagate_forward_time: 2.5985891819, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3822247982
validation[          , genome  1794] predictions:    9364/  10000 (93.64%), best:    9355/10000 (93.55%), error:      2167.17847, best error:      2157.20581 on epoch:    79, epoch:   83/100, mu: 0.9830617309, learning_rate: 0.0001769981, weight_decay: 0.0000070799

epoch time: 34.4773826599s, input_fired_time: 0.2281800210, output_fired_time: 0.2258692682, propagate_forward_time: 12.7018461227, propagate_backward_time: 19.2478466034, weight_update_time: 0.1201788113, other_time: 2.0736408234
epoch time: 2.8739817142s, input_fired_time: 0.0285130590, output_fired_time: 0.0000000000, propagate_forward_time: 2.4833388329, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3621299267
validation[          , genome  1794] predictions:    9363/  10000 (93.63%), best:    9355/10000 (93.55%), error:      2186.87329, best error:      2157.20581 on epoch:    79, epoch:   84/100, mu: 0.9834086299, learning_rate: 0.0001681482, weight_decay: 0.0000067259

epoch time: 34.2512283325s, input_fired_time: 0.2239539921, output_fired_time: 0.2237399220, propagate_forward_time: 12.6229305267, propagate_backward_time: 19.1196384430, weight_update_time: 0.1167095751, other_time: 2.0609664917
epoch time: 3.1248955727s, input_fired_time: 0.0299865920, output_fired_time: 0.0000000000, propagate_forward_time: 2.7133533955, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3815555573
validation[          , genome  1794] predictions:    9356/  10000 (93.56%), best:    9355/10000 (93.55%), error:      2201.45313, best error:      2157.20581 on epoch:    79, epoch:   85/100, mu: 0.9837381840, learning_rate: 0.0001597408, weight_decay: 0.0000063896

epoch time: 34.2816886902s, input_fired_time: 0.2252762169, output_fired_time: 0.2254001051, propagate_forward_time: 12.6420555115, propagate_backward_time: 19.1330814362, weight_update_time: 0.1183597520, other_time: 2.0558757782
epoch time: 3.0363528728s, input_fired_time: 0.0293993931, output_fired_time: 0.0000000000, propagate_forward_time: 2.6299505234, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3770029545
validation[          , genome  1794] predictions:    9349/  10000 (93.49%), best:    9355/10000 (93.55%), error:      2209.29810, best error:      2157.20581 on epoch:    79, epoch:   86/100, mu: 0.9840512872, learning_rate: 0.0001517538, weight_decay: 0.0000060702

epoch time: 35.4107780457s, input_fired_time: 0.2339691818, output_fired_time: 0.2294484228, propagate_forward_time: 13.0901231766, propagate_backward_time: 19.7392864227, weight_update_time: 0.1200323850, other_time: 2.1179485321
epoch time: 3.1216492653s, input_fired_time: 0.0297052767, output_fired_time: 0.0000000000, propagate_forward_time: 2.7097022533, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3822417259
validation[          , genome  1794] predictions:    9335/  10000 (93.35%), best:    9355/10000 (93.55%), error:      2220.06738, best error:      2157.20581 on epoch:    79, epoch:   87/100, mu: 0.9843487144, learning_rate: 0.0001441661, weight_decay: 0.0000057666

epoch time: 33.0194015503s, input_fired_time: 0.2218352556, output_fired_time: 0.2155979276, propagate_forward_time: 12.2080450058, propagate_backward_time: 18.3635234833, weight_update_time: 0.1152603328, other_time: 2.0103969574
epoch time: 2.8515853882s, input_fired_time: 0.0277433600, output_fired_time: 0.0000000000, propagate_forward_time: 2.4675304890, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3563115597
validation[          , genome  1794] predictions:    9349/  10000 (93.49%), best:    9355/10000 (93.55%), error:      2169.24219, best error:      2157.20581 on epoch:    79, epoch:   88/100, mu: 0.9846313000, learning_rate: 0.0001369578, weight_decay: 0.0000054783

epoch time: 36.1989517212s, input_fired_time: 0.2366656512, output_fired_time: 0.2341843247, propagate_forward_time: 13.3806800842, propagate_backward_time: 20.1995620728, weight_update_time: 0.1244197711, other_time: 2.1478614807
epoch time: 3.1425867081s, input_fired_time: 0.0303797163, output_fired_time: 0.0000000000, propagate_forward_time: 2.7241785526, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3880283833
validation[          , genome  1794] predictions:    9322/  10000 (93.22%), best:    9355/10000 (93.55%), error:      2233.52808, best error:      2157.20581 on epoch:    79, epoch:   89/100, mu: 0.9848997593, learning_rate: 0.0001301099, weight_decay: 0.0000052044

epoch time: 35.2850952148s, input_fired_time: 0.2309819758, output_fired_time: 0.2311578095, propagate_forward_time: 13.0369825363, propagate_backward_time: 19.6814861298, weight_update_time: 0.1214004010, other_time: 2.1044826508
epoch time: 2.6560533047s, input_fired_time: 0.0269068331, output_fired_time: 0.0000000000, propagate_forward_time: 2.2908143997, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3383321762
validation[          , genome  1794] predictions:    9357/  10000 (93.57%), best:    9355/10000 (93.55%), error:      2176.52881, best error:      2157.20581 on epoch:    79, epoch:   90/100, mu: 0.9851547480, learning_rate: 0.0001236044, weight_decay: 0.0000049442

epoch time: 36.4937744141s, input_fired_time: 0.2375065684, output_fired_time: 0.2380380630, propagate_forward_time: 13.5193424225, propagate_backward_time: 20.3354473114, weight_update_time: 0.1236009821, other_time: 2.1634407043
epoch time: 3.0489585400s, input_fired_time: 0.0295369867, output_fired_time: 0.0000000000, propagate_forward_time: 2.6405222416, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3788993359
validation[          , genome  1794] predictions:    9360/  10000 (93.60%), best:    9355/10000 (93.55%), error:      2171.98584, best error:      2157.20581 on epoch:    79, epoch:   91/100, mu: 0.9853969812, learning_rate: 0.0001174242, weight_decay: 0.0000046970

epoch time: 33.1066970825s, input_fired_time: 0.2198213637, output_fired_time: 0.2167204171, propagate_forward_time: 12.2100677490, propagate_backward_time: 18.4536037445, weight_update_time: 0.1149866134, other_time: 2.0064830780
epoch time: 2.7655460835s, input_fired_time: 0.0273738168, output_fired_time: 0.0000000000, propagate_forward_time: 2.3904843330, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3476879597
validation[          , genome  1794] predictions:    9356/  10000 (93.56%), best:    9355/10000 (93.55%), error:      2199.47168, best error:      2157.20581 on epoch:    79, epoch:   92/100, mu: 0.9856271148, learning_rate: 0.0001115530, weight_decay: 0.0000044621

epoch time: 34.4256706238s, input_fired_time: 0.2276120335, output_fired_time: 0.2268705815, propagate_forward_time: 12.7246026993, propagate_backward_time: 19.1696453094, weight_update_time: 0.1198254898, other_time: 2.0769405365
epoch time: 2.6346755028s, input_fired_time: 0.0268284678, output_fired_time: 0.0000000000, propagate_forward_time: 2.2718458176, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3360011578
validation[          , genome  1794] predictions:    9360/  10000 (93.60%), best:    9355/10000 (93.55%), error:      2162.34790, best error:      2157.20581 on epoch:    79, epoch:   93/100, mu: 0.9858457446, learning_rate: 0.0001059753, weight_decay: 0.0000042390

epoch time: 32.8748893738s, input_fired_time: 0.2217944562, output_fired_time: 0.2151643038, propagate_forward_time: 12.1282615662, propagate_backward_time: 18.3195343018, weight_update_time: 0.1129406616, other_time: 1.9901351929
epoch time: 3.1491329670s, input_fired_time: 0.0299176089, output_fired_time: 0.0000000000, propagate_forward_time: 2.7359628677, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3832523823
validation[          , genome  1794] predictions:    9345/  10000 (93.45%), best:    9355/10000 (93.55%), error:      2194.51270, best error:      2157.20581 on epoch:    79, epoch:   94/100, mu: 0.9860534668, learning_rate: 0.0001006766, weight_decay: 0.0000040271

epoch time: 36.0527229309s, input_fired_time: 0.2369798720, output_fired_time: 0.2350787222, propagate_forward_time: 13.3293991089, propagate_backward_time: 20.0950603485, weight_update_time: 0.1226023510, other_time: 2.1562061310
epoch time: 2.9973640442s, input_fired_time: 0.0290165581, output_fired_time: 0.0000000000, propagate_forward_time: 2.5932009220, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3751466274
validation[          , genome  1794] predictions:    9350/  10000 (93.50%), best:    9355/10000 (93.55%), error:      2199.91626, best error:      2157.20581 on epoch:    79, epoch:   95/100, mu: 0.9862508178, learning_rate: 0.0000956427, weight_decay: 0.0000038257

epoch time: 34.6981201172s, input_fired_time: 0.2299954593, output_fired_time: 0.2269187272, propagate_forward_time: 12.8417501450, propagate_backward_time: 19.3190326691, weight_update_time: 0.1199726909, other_time: 2.0804233551
epoch time: 3.0567698479s, input_fired_time: 0.0300769862, output_fired_time: 0.0000000000, propagate_forward_time: 2.6505191326, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3761737347
validation[          , genome  1794] predictions:    9350/  10000 (93.50%), best:    9355/10000 (93.55%), error:      2206.32910, best error:      2157.20581 on epoch:    79, epoch:   96/100, mu: 0.9864382744, learning_rate: 0.0000908606, weight_decay: 0.0000036344

epoch time: 35.7454185486s, input_fired_time: 0.2335146666, output_fired_time: 0.2350493073, propagate_forward_time: 13.1940116882, propagate_backward_time: 19.9479141235, weight_update_time: 0.1237989962, other_time: 2.1349296570
epoch time: 3.0399999619s, input_fired_time: 0.0296420250, output_fired_time: 0.0000000000, propagate_forward_time: 2.6347572803, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3756005764
validation[          , genome  1794] predictions:    9350/  10000 (93.50%), best:    9355/10000 (93.55%), error:      2176.99268, best error:      2157.20581 on epoch:    79, epoch:   97/100, mu: 0.9866163731, learning_rate: 0.0000863176, weight_decay: 0.0000034527

epoch time: 35.5017509460s, input_fired_time: 0.2347780764, output_fired_time: 0.2338072211, propagate_forward_time: 13.0600385666, propagate_backward_time: 19.8320121765, weight_update_time: 0.1216501296, other_time: 2.1411132813
epoch time: 3.1469511986s, input_fired_time: 0.0306690801, output_fired_time: 0.0000000000, propagate_forward_time: 2.7283592224, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3879230022
validation[          , genome  1794] predictions:    9344/  10000 (93.44%), best:    9355/10000 (93.55%), error:      2172.21606, best error:      2157.20581 on epoch:    79, epoch:   98/100, mu: 0.9867855310, learning_rate: 0.0000820017, weight_decay: 0.0000032801

epoch time: 33.6858596802s, input_fired_time: 0.2237344682, output_fired_time: 0.2211192548, propagate_forward_time: 12.4500541687, propagate_backward_time: 18.7561645508, weight_update_time: 0.1161214262, other_time: 2.0347862244
epoch time: 3.0148534775s, input_fired_time: 0.0293281786, output_fired_time: 0.0000000000, propagate_forward_time: 2.6108226776, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3747026920
validation[          , genome  1794] predictions:    9346/  10000 (93.46%), best:    9355/10000 (93.55%), error:      2172.19116, best error:      2157.20581 on epoch:    79, epoch:   99/100, mu: 0.9869462252, learning_rate: 0.0000779016, weight_decay: 0.0000031161

epoch time: 34.3381996155s, input_fired_time: 0.2288335711, output_fired_time: 0.2226645648, propagate_forward_time: 12.6965389252, propagate_backward_time: 19.1321163177, weight_update_time: 0.1175550744, other_time: 2.0580482483
epoch time: 3.2101435661s, input_fired_time: 0.0308720954, output_fired_time: 0.0000000000, propagate_forward_time: 2.7845816612, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3946897984
validation[          , genome  1794] predictions:    9326/  10000 (93.26%), best:    9355/10000 (93.55%), error:      2209.74268, best error:      2157.20581 on epoch:    79, epoch:  100/100, mu: 0.9870989323, learning_rate: 0.0000740065, weight_decay: 0.0000029603

evaluating best weights on full training data.
evaluting training set with running mean/variance:
epoch time: 14.7727518082s, input_fired_time: 0.1461836845, output_fired_time: 0.0000000000, propagate_forward_time: 12.7466173172, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 1.8799505234
best training[          , genome  1794] predictions:   47629/  50000 (95.26%), best:    9355/10000 (93.55%), error:      8347.77441, best error:      2157.20581 on epoch:    79, 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: 3.0860538483s, input_fired_time: 0.0304117762, output_fired_time: 0.0000000000, propagate_forward_time: 2.6802163124, propagate_backward_time: 0.0000000000, weight_update_time: 0.0000000000, other_time: 0.3754258156
   testing[          , genome  1794] predictions:    9445/  10000 (94.45%), best:    9355/10000 (93.55%), error:      1914.55347, best error:      2157.20581 on epoch:    79, epoch:  101/100, mu: 0.9872440100, learning_rate: 0.0000703062, weight_decay: 0.0000028122
backpropagation finished successfully!
06:00:51 (1216): called boinc_finish(0)

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